id	sid	tid	token	lemma	pos
easat-2140	1	1	edelweiss	edelweiss	PROPN
easat-2140	1	2	applied	apply	VERB
easat-2140	1	3	science	science	NOUN
easat-2140	1	4	and	and	CCONJ
easat-2140	1	5	technology	technology	NOUN
easat-2140	1	6	issn	issn	PROPN
easat-2140	1	7	:	:	PUNCT
easat-2140	1	8	2576	2576	NUM
easat-2140	1	9	-	-	SYM
easat-2140	1	10	8484	8484	NUM
easat-2140	1	11	vol	vol	NOUN
easat-2140	1	12	.	.	PROPN
easat-2140	1	13	8	8	NUM
easat-2140	1	14	,	,	PUNCT
easat-2140	1	15	no	no	INTJ
easat-2140	1	16	.	.	NOUN
easat-2140	1	17	6	6	NUM
easat-2140	1	18	,	,	PUNCT
easat-2140	1	19	694	694	NUM
easat-2140	1	20	-	-	SYM
easat-2140	1	21	706	706	NUM
easat-2140	1	22	2024	2024	NUM
easat-2140	1	23	publisher	publisher	NOUN
easat-2140	1	24	:	:	PUNCT
easat-2140	1	25	learning	learn	VERB
easat-2140	1	26	gate	gate	NOUN
easat-2140	1	27	doi	doi	PROPN
easat-2140	1	28	:	:	PUNCT
easat-2140	1	29	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	1	30	©	©	PROPN
easat-2140	1	31	2024	2024	NUM
easat-2140	1	32	by	by	ADP
easat-2140	1	33	the	the	DET
easat-2140	1	34	authors	author	NOUN
easat-2140	1	35	;	;	PUNCT
easat-2140	1	36	licensee	licensee	PROPN
easat-2140	1	37	learning	learning	NOUN
easat-2140	1	38	gate	gate	NOUN
easat-2140	1	39	©	©	PROPN
easat-2140	1	40	2024	2024	NUM
easat-2140	1	41	by	by	ADP
easat-2140	1	42	the	the	DET
easat-2140	1	43	authors	author	NOUN
easat-2140	1	44	;	;	PUNCT
easat-2140	1	45	licensee	licensee	PROPN
easat-2140	1	46	learning	learn	VERB
easat-2140	1	47	gate	gate	NOUN
easat-2140	1	48	*	*	PUNCT
easat-2140	1	49	correspondence	correspondence	NOUN
easat-2140	1	50	:	:	PUNCT
easat-2140	1	51	gokul_kris143@yahoo.com	gokul_kris143@yahoo.com	X
easat-2140	1	52	explainable	explainable	ADJ
easat-2140	1	53	deep	deep	ADJ
easat-2140	1	54	learning	learning	NOUN
easat-2140	1	55	for	for	ADP
easat-2140	1	56	glaucoma	glaucoma	NOUN
easat-2140	1	57	detection	detection	NOUN
easat-2140	1	58	:	:	PUNCT
easat-2140	1	59	efficient	efficient	ADJ
easat-2140	1	60	dense	dense	ADJ
easat-2140	1	61	net	net	NOUN
easat-2140	1	62	with	with	ADP
easat-2140	1	63	quantum	quantum	NOUN
easat-2140	1	64	-	-	PUNCT
easat-2140	1	65	based	base	VERB
easat-2140	1	66	dwarf	dwarf	NOUN
easat-2140	1	67	mongoose	mongoose	VERB
easat-2140	1	68	optimization	optimization	PROPN
easat-2140	1	69	j.	j.	PROPN
easat-2140	1	70	deepa1	deepa1	PROPN
easat-2140	1	71	,	,	PUNCT
easat-2140	1	72	pinagadi	pinagadi	PROPN
easat-2140	1	73	venkateswara	venkateswara	PROPN
easat-2140	1	74	rao2	rao2	PROPN
easat-2140	1	75	,	,	PUNCT
easat-2140	1	76	gokula	gokula	NOUN
easat-2140	1	77	krishnan3	krishnan3	PROPN
easat-2140	1	78	*	*	NOUN
easat-2140	1	79	,	,	PUNCT
easat-2140	1	80	m.	m.	NOUN
easat-2140	1	81	therasa4	therasa4	PROPN
easat-2140	1	82	,	,	PUNCT
easat-2140	1	83	k.	k.	PROPN
easat-2140	1	84	hema	hema	PROPN
easat-2140	2	1	priya5	priya5	PROPN
easat-2140	2	2	1cse	1cse	PROPN
easat-2140	2	3	department	department	NOUN
easat-2140	2	4	,	,	PUNCT
easat-2140	2	5	easwari	easwari	PROPN
easat-2140	2	6	engineering	engineering	NOUN
easat-2140	2	7	college	college	PROPN
easat-2140	2	8	,	,	PUNCT
easat-2140	2	9	chennai	chennai	PROPN
easat-2140	2	10	,	,	PUNCT
easat-2140	2	11	tamil	tamil	PROPN
easat-2140	2	12	nadu	nadu	PROPN
easat-2140	2	13	,	,	PUNCT
easat-2140	2	14	india	india	PROPN
easat-2140	2	15	;	;	PUNCT
easat-2140	2	16	deepa.j@eec.srmrmp.edu.in	deepa.j@eec.srmrmp.edu.in	X
easat-2140	2	17	(	(	PUNCT
easat-2140	2	18	j.d	j.d	PROPN
easat-2140	2	19	.	.	PUNCT
easat-2140	2	20	)	)	PUNCT
easat-2140	3	1	2cse	2cse	NUM
easat-2140	3	2	department	department	NOUN
easat-2140	3	3	,	,	PUNCT
easat-2140	3	4	cvr	cvr	NOUN
easat-2140	3	5	college	college	NOUN
easat-2140	3	6	of	of	ADP
easat-2140	3	7	engineering	engineering	PROPN
easat-2140	3	8	,	,	PUNCT
easat-2140	3	9	hyderabad	hyderabad	PROPN
easat-2140	3	10	,	,	PUNCT
easat-2140	3	11	telangana	telangana	PROPN
easat-2140	3	12	,	,	PUNCT
easat-2140	3	13	india	india	PROPN
easat-2140	3	14	;	;	PUNCT
easat-2140	3	15	drrao.pinagadi@cvr.ac.in	drrao.pinagadi@cvr.ac.in	NOUN
easat-2140	3	16	(	(	PUNCT
easat-2140	3	17	p.v.r	p.v.r	NOUN
easat-2140	3	18	.	.	PUNCT
easat-2140	3	19	)	)	PUNCT
easat-2140	4	1	3department	3department	NUM
easat-2140	4	2	of	of	ADP
easat-2140	4	3	cse	cse	PROPN
easat-2140	4	4	,	,	PUNCT
easat-2140	4	5	saveetha	saveetha	PROPN
easat-2140	4	6	school	school	PROPN
easat-2140	4	7	of	of	ADP
easat-2140	4	8	engineering	engineering	PROPN
easat-2140	4	9	,	,	PUNCT
easat-2140	4	10	saveetha	saveetha	PROPN
easat-2140	4	11	institute	institute	PROPN
easat-2140	4	12	of	of	ADP
easat-2140	4	13	medical	medical	ADJ
easat-2140	4	14	and	and	CCONJ
easat-2140	4	15	technical	technical	ADJ
easat-2140	4	16	sciences	science	NOUN
easat-2140	4	17	,	,	PUNCT
easat-2140	4	18	thandalam	thandalam	PROPN
easat-2140	4	19	,	,	PUNCT
easat-2140	4	20	chennai	chennai	PROPN
easat-2140	4	21	,	,	PUNCT
easat-2140	4	22	tamil	tamil	PROPN
easat-2140	4	23	nadu	nadu	PROPN
easat-2140	4	24	,	,	PUNCT
easat-2140	4	25	india	india	PROPN
easat-2140	4	26	;	;	PUNCT
easat-2140	4	27	gokul_kris143@yahoo.com	gokul_kris143@yahoo.com	PROPN
easat-2140	4	28	(	(	PUNCT
easat-2140	4	29	g.k	g.k	PROPN
easat-2140	4	30	.	.	PROPN
easat-2140	4	31	)	)	PUNCT
easat-2140	5	1	4cse	4cse	NUM
easat-2140	5	2	department	department	NOUN
easat-2140	5	3	,	,	PUNCT
easat-2140	5	4	panimalar	panimalar	ADJ
easat-2140	5	5	engineering	engineering	NOUN
easat-2140	5	6	college	college	NOUN
easat-2140	5	7	,	,	PUNCT
easat-2140	5	8	chennai	chennai	PROPN
easat-2140	5	9	,	,	PUNCT
easat-2140	5	10	tamil	tamil	PROPN
easat-2140	5	11	nadu	nadu	PROPN
easat-2140	5	12	,	,	PUNCT
easat-2140	5	13	india	india	PROPN
easat-2140	5	14	;	;	PUNCT
easat-2140	5	15	therasamic@gmail.com	therasamic@gmail.com	X
easat-2140	5	16	(	(	PUNCT
easat-2140	5	17	m.t	m.t	PROPN
easat-2140	5	18	.	.	PROPN
easat-2140	5	19	)	)	PUNCT
easat-2140	6	1	5cse	5cse	PROPN
easat-2140	6	2	department	department	NOUN
easat-2140	6	3	,	,	PUNCT
easat-2140	6	4	easwari	easwari	PROPN
easat-2140	6	5	engineering	engineering	NOUN
easat-2140	6	6	college	college	PROPN
easat-2140	6	7	,	,	PUNCT
easat-2140	6	8	chennai	chennai	PROPN
easat-2140	6	9	,	,	PUNCT
easat-2140	6	10	tamil	tamil	PROPN
easat-2140	6	11	nadu	nadu	PROPN
easat-2140	6	12	,	,	PUNCT
easat-2140	6	13	india	india	PROPN
easat-2140	6	14	;	;	PUNCT
easat-2140	6	15	hemapriya.k@eec.srmrmp.edu.in	hemapriya.k@eec.srmrmp.edu.in	X
easat-2140	6	16	(	(	PUNCT
easat-2140	6	17	k.h.p	k.h.p	PROPN
easat-2140	6	18	.	.	PUNCT
easat-2140	6	19	)	)	PUNCT
easat-2140	6	20	.	.	PUNCT
easat-2140	7	1	abstract	abstract	ADJ
easat-2140	7	2	:	:	PUNCT
easat-2140	7	3	glaucoma	glaucoma	NOUN
easat-2140	7	4	,	,	PUNCT
easat-2140	7	5	a	a	DET
easat-2140	7	6	progressive	progressive	ADJ
easat-2140	7	7	eye	eye	NOUN
easat-2140	7	8	disease	disease	NOUN
easat-2140	7	9	,	,	PUNCT
easat-2140	7	10	leads	lead	VERB
easat-2140	7	11	to	to	ADP
easat-2140	7	12	irreversible	irreversible	ADJ
easat-2140	7	13	vision	vision	NOUN
easat-2140	7	14	loss	loss	NOUN
easat-2140	7	15	due	due	ADP
easat-2140	7	16	to	to	ADP
easat-2140	7	17	optic	optic	ADJ
easat-2140	7	18	nerve	nerve	NOUN
easat-2140	7	19	damage	damage	NOUN
easat-2140	7	20	.	.	PUNCT
easat-2140	8	1	this	this	DET
easat-2140	8	2	study	study	NOUN
easat-2140	8	3	aims	aim	VERB
easat-2140	8	4	to	to	PART
easat-2140	8	5	develop	develop	VERB
easat-2140	8	6	a	a	DET
easat-2140	8	7	more	more	ADV
easat-2140	8	8	explainable	explainable	ADJ
easat-2140	8	9	and	and	CCONJ
easat-2140	8	10	interpretable	interpretable	ADJ
easat-2140	8	11	deep	deep	ADJ
easat-2140	8	12	learning	learning	NOUN
easat-2140	8	13	-	-	PUNCT
easat-2140	8	14	based	base	VERB
easat-2140	8	15	model	model	NOUN
easat-2140	8	16	for	for	ADP
easat-2140	8	17	the	the	DET
easat-2140	8	18	detection	detection	NOUN
easat-2140	8	19	and	and	CCONJ
easat-2140	8	20	classification	classification	NOUN
easat-2140	8	21	of	of	ADP
easat-2140	8	22	glaucoma	glaucoma	NOUN
easat-2140	8	23	,	,	PUNCT
easat-2140	8	24	addressing	address	VERB
easat-2140	8	25	the	the	DET
easat-2140	8	26	current	current	ADJ
easat-2140	8	27	limitations	limitation	NOUN
easat-2140	8	28	in	in	ADP
easat-2140	8	29	the	the	DET
easat-2140	8	30	field	field	NOUN
easat-2140	8	31	.	.	PUNCT
easat-2140	9	1	the	the	DET
easat-2140	9	2	proposed	propose	VERB
easat-2140	9	3	approach	approach	NOUN
easat-2140	9	4	utilizes	utilize	VERB
easat-2140	9	5	a	a	DET
easat-2140	9	6	modified	modified	ADJ
easat-2140	9	7	densenet-201	densenet-201	ADJ
easat-2140	9	8	architecture	architecture	NOUN
easat-2140	9	9	,	,	PUNCT
easat-2140	9	10	incorporating	incorporate	VERB
easat-2140	9	11	an	an	DET
easat-2140	9	12	additional	additional	ADJ
easat-2140	9	13	transition	transition	NOUN
easat-2140	9	14	layer	layer	NOUN
easat-2140	9	15	for	for	ADP
easat-2140	9	16	enhanced	enhanced	ADJ
easat-2140	9	17	glaucoma	glaucoma	NOUN
easat-2140	9	18	classification	classification	NOUN
easat-2140	9	19	.	.	PUNCT
easat-2140	10	1	a	a	DET
easat-2140	10	2	pre	pre	ADJ
easat-2140	10	3	-	-	ADJ
easat-2140	10	4	trained	train	VERB
easat-2140	10	5	efficient	efficient	ADJ
easat-2140	10	6	densenet	densenet	NOUN
easat-2140	10	7	is	be	AUX
easat-2140	10	8	applied	apply	VERB
easat-2140	10	9	,	,	PUNCT
easat-2140	10	10	and	and	CCONJ
easat-2140	10	11	a	a	DET
easat-2140	10	12	reweighted	reweighte	VERB
easat-2140	10	13	cross	cross	ADJ
easat-2140	10	14	-	-	ADJ
easat-2140	10	15	entropy	entropy	ADJ
easat-2140	10	16	loss	loss	NOUN
easat-2140	10	17	function	function	NOUN
easat-2140	10	18	is	be	AUX
easat-2140	10	19	used	use	VERB
easat-2140	10	20	to	to	PART
easat-2140	10	21	handle	handle	VERB
easat-2140	10	22	the	the	DET
easat-2140	10	23	class	class	NOUN
easat-2140	10	24	imbalance	imbalance	NOUN
easat-2140	10	25	in	in	ADP
easat-2140	10	26	the	the	DET
easat-2140	10	27	training	training	NOUN
easat-2140	10	28	data	datum	NOUN
easat-2140	10	29	.	.	PUNCT
easat-2140	11	1	quantum	quantum	NOUN
easat-2140	11	2	-	-	PUNCT
easat-2140	11	3	based	base	VERB
easat-2140	11	4	dwarf	dwarf	NOUN
easat-2140	11	5	mongoose	mongoose	NOUN
easat-2140	11	6	optimization	optimization	NOUN
easat-2140	11	7	(	(	PUNCT
easat-2140	11	8	qdmoa	qdmoa	NOUN
easat-2140	11	9	)	)	PUNCT
easat-2140	11	10	is	be	AUX
easat-2140	11	11	employed	employ	VERB
easat-2140	11	12	to	to	ADP
easat-2140	11	13	fine	fine	ADJ
easat-2140	11	14	-	-	PUNCT
easat-2140	11	15	tune	tune	NOUN
easat-2140	11	16	the	the	DET
easat-2140	11	17	model	model	NOUN
easat-2140	11	18	’s	’s	PART
easat-2140	11	19	parameters	parameter	NOUN
easat-2140	11	20	,	,	PUNCT
easat-2140	11	21	minimizing	minimize	VERB
easat-2140	11	22	over	over	ADP
easat-2140	11	23	fitting	fitting	ADJ
easat-2140	11	24	and	and	CCONJ
easat-2140	11	25	improving	improve	VERB
easat-2140	11	26	generalization	generalization	NOUN
easat-2140	11	27	on	on	ADP
easat-2140	11	28	small	small	ADJ
easat-2140	11	29	datasets	dataset	NOUN
easat-2140	11	30	.	.	PUNCT
easat-2140	12	1	experimental	experimental	ADJ
easat-2140	12	2	results	result	NOUN
easat-2140	12	3	demonstrate	demonstrate	VERB
easat-2140	12	4	that	that	SCONJ
easat-2140	12	5	the	the	DET
easat-2140	12	6	proposed	propose	VERB
easat-2140	12	7	method	method	NOUN
easat-2140	12	8	effectively	effectively	ADV
easat-2140	12	9	detects	detect	VERB
easat-2140	12	10	and	and	CCONJ
easat-2140	12	11	classifies	classify	VERB
easat-2140	12	12	two	two	NUM
easat-2140	12	13	types	type	NOUN
easat-2140	12	14	of	of	ADP
easat-2140	12	15	glaucoma	glaucoma	NOUN
easat-2140	12	16	.	.	PUNCT
easat-2140	13	1	the	the	DET
easat-2140	13	2	use	use	NOUN
easat-2140	13	3	of	of	ADP
easat-2140	13	4	dense	dense	ADJ
easat-2140	13	5	connections	connection	NOUN
easat-2140	13	6	with	with	ADP
easat-2140	13	7	regularization	regularization	NOUN
easat-2140	13	8	significantly	significantly	ADV
easat-2140	13	9	reduces	reduce	VERB
easat-2140	13	10	over	over	ADP
easat-2140	13	11	fitting	fitting	ADJ
easat-2140	13	12	,	,	PUNCT
easat-2140	13	13	and	and	CCONJ
easat-2140	13	14	the	the	DET
easat-2140	13	15	reweighted	reweighte	VERB
easat-2140	13	16	loss	loss	NOUN
easat-2140	13	17	function	function	NOUN
easat-2140	13	18	improves	improve	VERB
easat-2140	13	19	model	model	NOUN
easat-2140	13	20	performance	performance	NOUN
easat-2140	13	21	on	on	ADP
easat-2140	13	22	imbalanced	imbalanced	ADJ
easat-2140	13	23	data	datum	NOUN
easat-2140	13	24	.	.	PUNCT
easat-2140	14	1	the	the	DET
easat-2140	14	2	developed	develop	VERB
easat-2140	14	3	deep	deep	ADJ
easat-2140	14	4	learning	learning	NOUN
easat-2140	14	5	model	model	NOUN
easat-2140	14	6	offers	offer	VERB
easat-2140	14	7	improved	improved	ADJ
easat-2140	14	8	accuracy	accuracy	NOUN
easat-2140	14	9	in	in	ADP
easat-2140	14	10	glaucoma	glaucoma	NOUN
easat-2140	14	11	detection	detection	NOUN
easat-2140	14	12	and	and	CCONJ
easat-2140	14	13	classification	classification	NOUN
easat-2140	14	14	while	while	SCONJ
easat-2140	14	15	addressing	address	VERB
easat-2140	14	16	the	the	DET
easat-2140	14	17	need	need	NOUN
easat-2140	14	18	for	for	ADP
easat-2140	14	19	more	more	ADV
easat-2140	14	20	interpretable	interpretable	ADJ
easat-2140	14	21	and	and	CCONJ
easat-2140	14	22	reliable	reliable	ADJ
easat-2140	14	23	models	model	NOUN
easat-2140	14	24	in	in	ADP
easat-2140	14	25	medical	medical	ADJ
easat-2140	14	26	applications	application	NOUN
easat-2140	14	27	.	.	PUNCT
easat-2140	15	1	this	this	DET
easat-2140	15	2	research	research	NOUN
easat-2140	15	3	provides	provide	VERB
easat-2140	15	4	a	a	DET
easat-2140	15	5	practical	practical	ADJ
easat-2140	15	6	tool	tool	NOUN
easat-2140	15	7	for	for	ADP
easat-2140	15	8	automated	automate	VERB
easat-2140	15	9	glaucoma	glaucoma	NOUN
easat-2140	15	10	screening	screening	NOUN
easat-2140	15	11	,	,	PUNCT
easat-2140	15	12	which	which	PRON
easat-2140	15	13	could	could	AUX
easat-2140	15	14	support	support	VERB
easat-2140	15	15	ophthalmologists	ophthalmologist	NOUN
easat-2140	15	16	in	in	ADP
easat-2140	15	17	early	early	ADJ
easat-2140	15	18	diagnosis	diagnosis	NOUN
easat-2140	15	19	and	and	CCONJ
easat-2140	15	20	treatment	treatment	NOUN
easat-2140	15	21	,	,	PUNCT
easat-2140	15	22	reducing	reduce	VERB
easat-2140	15	23	the	the	DET
easat-2140	15	24	risk	risk	NOUN
easat-2140	15	25	of	of	ADP
easat-2140	15	26	irreversible	irreversible	ADJ
easat-2140	15	27	vision	vision	NOUN
easat-2140	15	28	loss	loss	NOUN
easat-2140	15	29	.	.	PUNCT
easat-2140	16	1	keywords	keyword	NOUN
easat-2140	16	2	:	:	PUNCT
easat-2140	16	3	efficientnet	efficientnet	ADJ
easat-2140	16	4	;	;	PUNCT
easat-2140	16	5	segmentation	segmentation	NOUN
easat-2140	16	6	;	;	PUNCT
easat-2140	16	7	fundus	fundus	NOUN
easat-2140	16	8	images	image	NOUN
easat-2140	16	9	;	;	PUNCT
easat-2140	16	10	glaucoma	glaucoma	NOUN
easat-2140	16	11	detection	detection	NOUN
easat-2140	16	12	;	;	PUNCT
easat-2140	16	13	quantum	quantum	NOUN
easat-2140	16	14	based	base	VERB
easat-2140	16	15	dwarf	dwarf	NOUN
easat-2140	16	16	mongoose	mongoose	NOUN
easat-2140	16	17	optimization	optimization	NOUN
easat-2140	16	18	;	;	PUNCT
easat-2140	16	19	reweighted	reweighte	VERB
easat-2140	16	20	cross	cross	ADJ
easat-2140	16	21	-	-	ADJ
easat-2140	16	22	entropy	entropy	ADJ
easat-2140	16	23	loss	loss	NOUN
easat-2140	16	24	function	function	NOUN
easat-2140	16	25	.	.	PUNCT
easat-2140	17	1	1	1	X
easat-2140	17	2	.	.	X
easat-2140	17	3	introduction	introduction	NOUN
easat-2140	17	4	glaucoma	glaucoma	NOUN
easat-2140	17	5	,	,	PUNCT
easat-2140	17	6	impair	impair	NOUN
easat-2140	17	7	or	or	CCONJ
easat-2140	17	8	even	even	ADV
easat-2140	17	9	cause	cause	VERB
easat-2140	17	10	blindness	blindness	NOUN
easat-2140	17	11	,	,	PUNCT
easat-2140	17	12	is	be	AUX
easat-2140	17	13	the	the	DET
easat-2140	17	14	additional	additional	ADJ
easat-2140	17	15	leading	lead	VERB
easat-2140	17	16	cause	cause	NOUN
easat-2140	17	17	of	of	ADP
easat-2140	17	18	blindness	blindness	NOUN
easat-2140	17	19	globally	globally	ADV
easat-2140	17	20	[	[	X
easat-2140	17	21	1	1	NUM
easat-2140	17	22	]	]	PUNCT
easat-2140	17	23	.	.	PUNCT
easat-2140	18	1	the	the	DET
easat-2140	18	2	world	world	PROPN
easat-2140	18	3	health	health	NOUN
easat-2140	18	4	organisation	organisation	NOUN
easat-2140	18	5	(	(	PUNCT
easat-2140	18	6	who	who	PRON
easat-2140	18	7	)	)	PUNCT
easat-2140	18	8	reports	report	VERB
easat-2140	18	9	that	that	SCONJ
easat-2140	18	10	the	the	DET
easat-2140	18	11	sum	sum	NOUN
easat-2140	18	12	of	of	ADP
easat-2140	18	13	persons	person	NOUN
easat-2140	18	14	affected	affect	VERB
easat-2140	18	15	by	by	ADP
easat-2140	18	16	glaucoma	glaucoma	NOUN
easat-2140	18	17	will	will	AUX
easat-2140	18	18	rise	rise	VERB
easat-2140	18	19	in	in	ADP
easat-2140	18	20	2040	2040	NUM
easat-2140	18	21	.	.	PUNCT
easat-2140	19	1	the	the	DET
easat-2140	19	2	quiet	quiet	ADJ
easat-2140	19	3	thief	thief	NOUN
easat-2140	19	4	of	of	ADP
easat-2140	19	5	sight	sight	NOUN
easat-2140	19	6	is	be	AUX
easat-2140	19	7	the	the	DET
easat-2140	19	8	moniker	moniker	NOUN
easat-2140	19	9	given	give	VERB
easat-2140	19	10	to	to	ADP
easat-2140	19	11	glaucoma	glaucoma	NOUN
easat-2140	19	12	due	due	ADP
easat-2140	19	13	to	to	ADP
easat-2140	19	14	the	the	DET
easat-2140	19	15	lack	lack	NOUN
easat-2140	19	16	of	of	ADP
easat-2140	19	17	symptoms	symptom	NOUN
easat-2140	19	18	it	it	PRON
easat-2140	19	19	exhibits	exhibit	VERB
easat-2140	19	20	in	in	ADP
easat-2140	19	21	its	its	PRON
easat-2140	19	22	early	early	ADJ
easat-2140	19	23	stages	stage	NOUN
easat-2140	19	24	.	.	PUNCT
easat-2140	20	1	it	it	PRON
easat-2140	20	2	is	be	AUX
easat-2140	20	3	worth	worth	ADJ
easat-2140	20	4	noting	note	VERB
easat-2140	20	5	that	that	SCONJ
easat-2140	20	6	90	90	NUM
easat-2140	20	7	%	%	NOUN
easat-2140	20	8	of	of	ADP
easat-2140	20	9	cases	case	NOUN
easat-2140	20	10	of	of	ADP
easat-2140	20	11	glaucoma	glaucoma	NOUN
easat-2140	20	12	go	go	VERB
easat-2140	20	13	undetected	undetected	ADJ
easat-2140	20	14	until	until	ADP
easat-2140	20	15	later	later	ADJ
easat-2140	20	16	stages	stage	NOUN
easat-2140	20	17	.	.	PUNCT
easat-2140	21	1	patients	patient	NOUN
easat-2140	21	2	with	with	ADP
easat-2140	21	3	glaucoma	glaucoma	NOUN
easat-2140	21	4	risk	risk	NOUN
easat-2140	21	5	permanent	permanent	ADJ
easat-2140	21	6	blindness	blindness	NOUN
easat-2140	21	7	due	due	ADP
easat-2140	21	8	to	to	ADP
easat-2140	21	9	optic	optic	ADJ
easat-2140	21	10	nerve	nerve	NOUN
easat-2140	21	11	damage	damage	NOUN
easat-2140	21	12	if	if	SCONJ
easat-2140	21	13	the	the	DET
easat-2140	21	14	disease	disease	NOUN
easat-2140	21	15	is	be	AUX
easat-2140	21	16	not	not	PART
easat-2140	21	17	detected	detect	VERB
easat-2140	21	18	and	and	CCONJ
easat-2140	21	19	treated	treat	VERB
easat-2140	21	20	in	in	ADP
easat-2140	21	21	a	a	DET
easat-2140	21	22	timely	timely	ADJ
easat-2140	21	23	manner	manner	NOUN
easat-2140	21	24	[	[	X
easat-2140	21	25	3	3	NUM
easat-2140	21	26	]	]	PUNCT
easat-2140	21	27	.	.	PUNCT
easat-2140	22	1	the	the	DET
easat-2140	22	2	development	development	NOUN
easat-2140	22	3	of	of	ADP
easat-2140	22	4	glaucoma	glaucoma	NOUN
easat-2140	22	5	finding	finding	NOUN
easat-2140	22	6	devices	device	NOUN
easat-2140	22	7	for	for	ADP
easat-2140	22	8	early	early	ADJ
easat-2140	22	9	diagnosis	diagnosis	NOUN
easat-2140	22	10	is	be	AUX
easat-2140	22	11	of	of	ADP
easat-2140	22	12	the	the	DET
easat-2140	22	13	utmost	utmost	ADJ
easat-2140	22	14	importance	importance	NOUN
easat-2140	22	15	.	.	PUNCT
easat-2140	23	1	damage	damage	NOUN
easat-2140	23	2	to	to	ADP
easat-2140	23	3	the	the	DET
easat-2140	23	4	optic	optic	NOUN
easat-2140	23	5	nerve	nerve	NOUN
easat-2140	23	6	,	,	PUNCT
easat-2140	23	7	a	a	DET
easat-2140	23	8	symptom	symptom	NOUN
easat-2140	23	9	of	of	ADP
easat-2140	23	10	glaucoma	glaucoma	NOUN
easat-2140	23	11	,	,	PUNCT
easat-2140	23	12	can	can	AUX
easat-2140	23	13	be	be	AUX
easat-2140	23	14	caused	cause	VERB
easat-2140	23	15	by	by	ADP
easat-2140	23	16	elevated	elevate	VERB
easat-2140	23	17	intraocular	intraocular	ADJ
easat-2140	23	18	pressure	pressure	NOUN
easat-2140	23	19	[	[	X
easat-2140	23	20	4	4	NUM
easat-2140	23	21	]	]	PUNCT
easat-2140	23	22	.	.	PUNCT
easat-2140	24	1	glaucoma	glaucoma	NOUN
easat-2140	24	2	causes	cause	VERB
easat-2140	24	3	a	a	DET
easat-2140	24	4	progressive	progressive	ADJ
easat-2140	24	5	narrowing	narrowing	NOUN
easat-2140	24	6	of	of	ADP
easat-2140	24	7	the	the	DET
easat-2140	24	8	pupils	pupil	NOUN
easat-2140	24	9	and	and	CCONJ
easat-2140	24	10	,	,	PUNCT
easat-2140	24	11	in	in	ADP
easat-2140	24	12	extreme	extreme	ADJ
easat-2140	24	13	cases	case	NOUN
easat-2140	24	14	,	,	PUNCT
easat-2140	24	15	complete	complete	ADJ
easat-2140	24	16	blindness	blindness	NOUN
easat-2140	24	17	due	due	ADP
easat-2140	24	18	to	to	ADP
easat-2140	24	19	optic	optic	ADJ
easat-2140	24	20	nerve	nerve	NOUN
easat-2140	24	21	degeneration	degeneration	NOUN
easat-2140	24	22	.	.	PUNCT
easat-2140	25	1	in	in	ADP
easat-2140	25	2	order	order	NOUN
easat-2140	25	3	to	to	PART
easat-2140	25	4	reliably	reliably	ADV
easat-2140	25	5	diagnose	diagnose	VERB
easat-2140	25	6	glaucoma	glaucoma	NOUN
easat-2140	25	7	and	and	CCONJ
easat-2140	25	8	assess	assess	NOUN
easat-2140	25	9	vicissitudes	vicissitude	NOUN
easat-2140	25	10	in	in	ADP
easat-2140	25	11	the	the	DET
easat-2140	25	12	optic	optic	NOUN
easat-2140	25	13	nerve	nerve	NOUN
easat-2140	25	14	,	,	PUNCT
easat-2140	25	15	it	it	PRON
easat-2140	25	16	is	be	AUX
easat-2140	25	17	crucial	crucial	ADJ
easat-2140	25	18	to	to	PART
easat-2140	25	19	continuously	continuously	ADV
easat-2140	25	20	measure	measure	VERB
easat-2140	25	21	intraocular	intraocular	ADJ
easat-2140	25	22	pressure	pressure	NOUN
easat-2140	25	23	using	use	VERB
easat-2140	25	24	devices	device	NOUN
easat-2140	25	25	[	[	X
easat-2140	25	26	5	5	NUM
easat-2140	25	27	]	]	PUNCT
easat-2140	25	28	.	.	PUNCT
easat-2140	26	1	both	both	PRON
easat-2140	26	2	normal	normal	ADJ
easat-2140	26	3	and	and	CCONJ
easat-2140	26	4	diseased	diseased	ADJ
easat-2140	26	5	fundus	fundus	NOUN
easat-2140	26	6	oct	oct	NOUN
easat-2140	26	7	images	image	NOUN
easat-2140	26	8	of	of	ADP
easat-2140	26	9	glaucoma	glaucoma	NOUN
easat-2140	26	10	are	be	AUX
easat-2140	26	11	shown	show	VERB
easat-2140	26	12	in	in	ADP
easat-2140	26	13	figure	figure	NOUN
easat-2140	26	14	1	1	NUM
easat-2140	26	15	.	.	NOUN
easat-2140	26	16	695	695	NUM
easat-2140	26	17	edelweiss	edelweiss	PROPN
easat-2140	26	18	applied	apply	VERB
easat-2140	26	19	science	science	NOUN
easat-2140	26	20	and	and	CCONJ
easat-2140	26	21	technology	technology	NOUN
easat-2140	26	22	issn	issn	PROPN
easat-2140	26	23	:	:	PUNCT
easat-2140	26	24	2576	2576	NUM
easat-2140	26	25	-	-	SYM
easat-2140	26	26	8484	8484	NUM
easat-2140	26	27	vol	vol	NOUN
easat-2140	26	28	.	.	PROPN
easat-2140	27	1	8	8	NUM
easat-2140	27	2	,	,	PUNCT
easat-2140	27	3	no	no	INTJ
easat-2140	27	4	.	.	NOUN
easat-2140	28	1	6	6	NUM
easat-2140	28	2	:	:	SYM
easat-2140	28	3	694	694	NUM
easat-2140	28	4	-	-	SYM
easat-2140	28	5	706	706	NUM
easat-2140	28	6	,	,	PUNCT
easat-2140	28	7	2024	2024	NUM
easat-2140	28	8	doi	doi	NOUN
easat-2140	28	9	:	:	PUNCT
easat-2140	28	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	28	11	©	©	PROPN
easat-2140	28	12	2024	2024	NUM
easat-2140	28	13	by	by	ADP
easat-2140	28	14	the	the	DET
easat-2140	28	15	authors	author	NOUN
easat-2140	28	16	;	;	PUNCT
easat-2140	28	17	licensee	licensee	PROPN
easat-2140	28	18	learning	learn	VERB
easat-2140	28	19	gate	gate	NOUN
easat-2140	28	20	figure	figure	NOUN
easat-2140	28	21	1	1	NUM
easat-2140	28	22	.	.	PUNCT
easat-2140	28	23	fundus	fundus	NOUN
easat-2140	28	24	imageries	imagery	NOUN
easat-2140	28	25	:	:	PUNCT
easat-2140	28	26	(	(	PUNCT
easat-2140	28	27	a	a	X
easat-2140	28	28	)	)	PUNCT
easat-2140	28	29	healthy	healthy	ADJ
easat-2140	28	30	,	,	PUNCT
easat-2140	28	31	(	(	PUNCT
easat-2140	28	32	b	b	NOUN
easat-2140	28	33	)	)	PUNCT
easat-2140	28	34	glaucomatous	glaucomatous	ADJ
easat-2140	28	35	.	.	PUNCT
easat-2140	29	1	in	in	ADP
easat-2140	29	2	clinical	clinical	ADJ
easat-2140	29	3	diagnosis	diagnosis	NOUN
easat-2140	29	4	,	,	PUNCT
easat-2140	29	5	ophthalmologists	ophthalmologist	NOUN
easat-2140	29	6	will	will	AUX
easat-2140	29	7	ask	ask	VERB
easat-2140	29	8	patients	patient	NOUN
easat-2140	29	9	to	to	PART
easat-2140	29	10	undergo	undergo	VERB
easat-2140	29	11	a	a	DET
easat-2140	29	12	battery	battery	NOUN
easat-2140	29	13	of	of	ADP
easat-2140	29	14	tests	test	NOUN
easat-2140	29	15	to	to	PART
easat-2140	29	16	help	help	VERB
easat-2140	29	17	them	they	PRON
easat-2140	29	18	determine	determine	VERB
easat-2140	29	19	if	if	SCONJ
easat-2140	29	20	they	they	PRON
easat-2140	29	21	have	have	VERB
easat-2140	29	22	glaucoma	glaucoma	NOUN
easat-2140	29	23	[	[	X
easat-2140	29	24	6	6	NUM
easat-2140	29	25	]	]	PUNCT
easat-2140	29	26	.	.	PUNCT
easat-2140	30	1	(	(	PUNCT
easat-2140	30	2	1	1	X
easat-2140	30	3	)	)	PUNCT
easat-2140	30	4	measurement	measurement	NOUN
easat-2140	30	5	of	of	ADP
easat-2140	30	6	intraocular	intraocular	ADJ
easat-2140	30	7	pressure	pressure	NOUN
easat-2140	30	8	:	:	PUNCT
easat-2140	30	9	10–21	10–21	NUM
easat-2140	30	10	mm	mm	NOUN
easat-2140	30	11	hg	hg	NOUN
easat-2140	30	12	is	be	AUX
easat-2140	30	13	considered	consider	VERB
easat-2140	30	14	normal	normal	ADJ
easat-2140	30	15	.	.	PUNCT
easat-2140	31	1	the	the	DET
easat-2140	31	2	likelihood	likelihood	NOUN
easat-2140	31	3	of	of	ADP
easat-2140	31	4	developing	develop	VERB
easat-2140	31	5	glaucoma	glaucoma	NOUN
easat-2140	31	6	increases	increase	NOUN
easat-2140	31	7	when	when	SCONJ
easat-2140	31	8	the	the	DET
easat-2140	31	9	intraocular	intraocular	ADJ
easat-2140	31	10	pressure	pressure	NOUN
easat-2140	31	11	exceeds	exceed	VERB
easat-2140	31	12	22	22	NUM
easat-2140	31	13	mmhg	mmhg	NOUN
easat-2140	31	14	.	.	PUNCT
easat-2140	32	1	second	second	ADJ
easat-2140	32	2	,	,	PUNCT
easat-2140	32	3	a	a	DET
easat-2140	32	4	visual	visual	ADJ
easat-2140	32	5	field	field	NOUN
easat-2140	32	6	test	test	NOUN
easat-2140	32	7	can	can	AUX
easat-2140	32	8	measure	measure	VERB
easat-2140	32	9	how	how	SCONJ
easat-2140	32	10	far	far	ADV
easat-2140	32	11	away	away	ADV
easat-2140	32	12	objects	object	NOUN
easat-2140	32	13	appear	appear	VERB
easat-2140	32	14	in	in	ADP
easat-2140	32	15	the	the	DET
easat-2140	32	16	eye	eye	NOUN
easat-2140	32	17	's	's	PART
easat-2140	32	18	field	field	NOUN
easat-2140	32	19	of	of	ADP
easat-2140	32	20	view	view	NOUN
easat-2140	32	21	.	.	PUNCT
easat-2140	33	1	one	one	NUM
easat-2140	33	2	way	way	NOUN
easat-2140	33	3	to	to	PART
easat-2140	33	4	express	express	VERB
easat-2140	33	5	the	the	DET
easat-2140	33	6	patient	patient	NOUN
easat-2140	33	7	's	's	PART
easat-2140	33	8	visual	visual	ADJ
easat-2140	33	9	field	field	NOUN
easat-2140	33	10	is	be	AUX
easat-2140	33	11	with	with	ADP
easat-2140	33	12	standard	standard	ADJ
easat-2140	33	13	automated	automate	VERB
easat-2140	33	14	perimetry	perimetry	NOUN
easat-2140	33	15	(	(	PUNCT
easat-2140	33	16	sap	sap	PROPN
easat-2140	33	17	)	)	PUNCT
easat-2140	34	1	[	[	X
easat-2140	34	2	7	7	NUM
easat-2140	34	3	]	]	PUNCT
easat-2140	34	4	.	.	PUNCT
easat-2140	35	1	a	a	DET
easat-2140	35	2	narrowing	narrowing	NOUN
easat-2140	35	3	of	of	ADP
easat-2140	35	4	the	the	DET
easat-2140	35	5	peripheral	peripheral	ADJ
easat-2140	35	6	visual	visual	ADJ
easat-2140	35	7	field	field	NOUN
easat-2140	35	8	or	or	CCONJ
easat-2140	35	9	a	a	DET
easat-2140	35	10	fault	fault	NOUN
easat-2140	35	11	in	in	ADP
easat-2140	35	12	the	the	DET
easat-2140	35	13	central	central	ADJ
easat-2140	35	14	visual	visual	ADJ
easat-2140	35	15	field	field	NOUN
easat-2140	35	16	could	could	AUX
easat-2140	35	17	indicate	indicate	VERB
easat-2140	35	18	glaucoma	glaucoma	NOUN
easat-2140	35	19	.	.	PUNCT
easat-2140	36	1	figure	figure	NOUN
easat-2140	36	2	2	2	NUM
easat-2140	36	3	.	.	NOUN
easat-2140	36	4	example	example	NOUN
easat-2140	36	5	fundus	fundus	NOUN
easat-2140	36	6	image	image	NOUN
easat-2140	36	7	with	with	ADP
easat-2140	36	8	the	the	DET
easat-2140	36	9	main	main	ADJ
easat-2140	36	10	anatomic	anatomic	ADJ
easat-2140	36	11	parts	part	NOUN
easat-2140	36	12	.	.	PUNCT
easat-2140	37	1	the	the	DET
easat-2140	37	2	majority	majority	NOUN
easat-2140	37	3	of	of	ADP
easat-2140	37	4	individuals	individual	NOUN
easat-2140	37	5	,	,	PUNCT
easat-2140	37	6	whether	whether	SCONJ
easat-2140	37	7	they	they	PRON
easat-2140	37	8	have	have	VERB
easat-2140	37	9	normal	normal	ADJ
easat-2140	37	10	optic	optic	ADJ
easat-2140	37	11	nerves	nerve	NOUN
easat-2140	37	12	or	or	CCONJ
easat-2140	37	13	faulty	faulty	ADJ
easat-2140	37	14	ones	one	NOUN
easat-2140	37	15	,	,	PUNCT
easat-2140	37	16	will	will	AUX
easat-2140	37	17	have	have	VERB
easat-2140	37	18	optic	optic	ADJ
easat-2140	37	19	disc	disc	NOUN
easat-2140	37	20	depressions	depression	NOUN
easat-2140	37	21	,	,	PUNCT
easat-2140	37	22	according	accord	VERB
easat-2140	37	23	to	to	ADP
easat-2140	37	24	fundus	fundus	NOUN
easat-2140	37	25	photography	photography	NOUN
easat-2140	37	26	.	.	PUNCT
easat-2140	38	1	however	however	ADV
easat-2140	38	2	,	,	PUNCT
easat-2140	38	3	in	in	ADP
easat-2140	38	4	glaucoma	glaucoma	NOUN
easat-2140	38	5	patients	patient	NOUN
easat-2140	38	6	,	,	PUNCT
easat-2140	38	7	this	this	DET
easat-2140	38	8	depression	depression	NOUN
easat-2140	38	9	will	will	AUX
easat-2140	38	10	either	either	CCONJ
easat-2140	38	11	worsen	worsen	VERB
easat-2140	38	12	or	or	CCONJ
easat-2140	38	13	exhibit	exhibit	VERB
easat-2140	38	14	distinct	distinct	ADJ
easat-2140	38	15	modifications	modification	NOUN
easat-2140	38	16	as	as	SCONJ
easat-2140	38	17	the	the	DET
easat-2140	38	18	disease	disease	NOUN
easat-2140	38	19	progresses	progress	VERB
easat-2140	38	20	[	[	X
easat-2140	38	21	8	8	NUM
easat-2140	38	22	-	-	SYM
easat-2140	38	23	9	9	NUM
easat-2140	38	24	]	]	PUNCT
easat-2140	38	25	.	.	PUNCT
easat-2140	39	1	to	to	PART
easat-2140	39	2	check	check	VERB
easat-2140	39	3	for	for	ADP
easat-2140	39	4	glaucoma	glaucoma	NOUN
easat-2140	39	5	,	,	PUNCT
easat-2140	39	6	seasoned	season	VERB
easat-2140	39	7	ophthalmologists	ophthalmologist	NOUN
easat-2140	39	8	use	use	VERB
easat-2140	39	9	fundus	fundus	NOUN
easat-2140	39	10	photos	photo	NOUN
easat-2140	39	11	.	.	PUNCT
easat-2140	40	1	the	the	DET
easat-2140	40	2	fourth	fourth	ADJ
easat-2140	40	3	method	method	NOUN
easat-2140	40	4	is	be	AUX
easat-2140	40	5	optical	optical	ADJ
easat-2140	40	6	coherence	coherence	NOUN
easat-2140	40	7	tomography	tomography	NOUN
easat-2140	40	8	(	(	PUNCT
easat-2140	40	9	oct	oct	PROPN
easat-2140	40	10	)	)	PUNCT
easat-2140	40	11	,	,	PUNCT
easat-2140	40	12	which	which	PRON
easat-2140	40	13	uses	use	VERB
easat-2140	40	14	optical	optical	ADJ
easat-2140	40	15	principles	principle	NOUN
easat-2140	40	16	to	to	PART
easat-2140	40	17	noninvasively	noninvasively	ADV
easat-2140	40	18	analyse	analyse	VERB
easat-2140	40	19	the	the	DET
easat-2140	40	20	cornea	cornea	NOUN
easat-2140	40	21	,	,	PUNCT
easat-2140	40	22	n	n	CCONJ
easat-2140	40	23	a	a	DET
easat-2140	40	24	cross	cross	ADJ
easat-2140	40	25	-	-	ADJ
easat-2140	40	26	sectional	sectional	ADJ
easat-2140	40	27	fashion	fashion	NOUN
easat-2140	40	28	[	[	X
easat-2140	40	29	10	10	NUM
easat-2140	40	30	-	-	SYM
easat-2140	40	31	11	11	NUM
easat-2140	40	32	]	]	PUNCT
easat-2140	40	33	.	.	PUNCT
easat-2140	41	1	if	if	SCONJ
easat-2140	41	2	glaucoma	glaucoma	NOUN
easat-2140	41	3	is	be	AUX
easat-2140	41	4	detected	detect	VERB
easat-2140	41	5	early	early	ADV
easat-2140	41	6	enough	enough	ADV
easat-2140	41	7	,	,	PUNCT
easat-2140	41	8	optical	optical	ADJ
easat-2140	41	9	coherence	coherence	NOUN
easat-2140	41	10	tomography	tomography	NOUN
easat-2140	41	11	(	(	PUNCT
easat-2140	41	12	oct	oct	NOUN
easat-2140	41	13	)	)	PUNCT
easat-2140	41	14	can	can	AUX
easat-2140	41	15	provide	provide	VERB
easat-2140	41	16	an	an	DET
easat-2140	41	17	objective	objective	ADJ
easat-2140	41	18	measurement	measurement	NOUN
easat-2140	41	19	of	of	ADP
easat-2140	41	20	the	the	DET
easat-2140	41	21	optic	optic	ADJ
easat-2140	41	22	nerve	nerve	NOUN
easat-2140	41	23	fibre	fibre	NOUN
easat-2140	41	24	696	696	NUM
easat-2140	41	25	edelweiss	edelweiss	PROPN
easat-2140	41	26	applied	apply	VERB
easat-2140	41	27	science	science	NOUN
easat-2140	41	28	and	and	CCONJ
easat-2140	41	29	technology	technology	NOUN
easat-2140	41	30	issn	issn	PROPN
easat-2140	41	31	:	:	PUNCT
easat-2140	41	32	2576	2576	NUM
easat-2140	41	33	-	-	SYM
easat-2140	41	34	8484	8484	NUM
easat-2140	41	35	vol	vol	NOUN
easat-2140	41	36	.	.	PROPN
easat-2140	42	1	8	8	NUM
easat-2140	42	2	,	,	PUNCT
easat-2140	42	3	no	no	INTJ
easat-2140	42	4	.	.	NOUN
easat-2140	43	1	6	6	NUM
easat-2140	43	2	:	:	SYM
easat-2140	43	3	694	694	NUM
easat-2140	43	4	-	-	SYM
easat-2140	43	5	706	706	NUM
easat-2140	43	6	,	,	PUNCT
easat-2140	43	7	2024	2024	NUM
easat-2140	43	8	doi	doi	NOUN
easat-2140	43	9	:	:	PUNCT
easat-2140	43	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	43	11	©	©	PROPN
easat-2140	43	12	2024	2024	NUM
easat-2140	43	13	by	by	ADP
easat-2140	43	14	the	the	DET
easat-2140	43	15	authors	author	NOUN
easat-2140	43	16	;	;	PUNCT
easat-2140	43	17	licensee	licensee	PROPN
easat-2140	43	18	learning	learn	VERB
easat-2140	43	19	gate	gate	NOUN
easat-2140	43	20	layer	layer	NOUN
easat-2140	43	21	thickness	thickness	NOUN
easat-2140	43	22	.	.	PUNCT
easat-2140	44	1	in	in	ADP
easat-2140	44	2	order	order	NOUN
easat-2140	44	3	to	to	PART
easat-2140	44	4	keep	keep	VERB
easat-2140	44	5	glaucoma	glaucoma	NOUN
easat-2140	44	6	under	under	ADP
easat-2140	44	7	control	control	NOUN
easat-2140	44	8	,	,	PUNCT
easat-2140	44	9	ophthalmologists	ophthalmologist	NOUN
easat-2140	44	10	can	can	AUX
easat-2140	44	11	review	review	VERB
easat-2140	44	12	their	their	PRON
easat-2140	44	13	patients	patient	NOUN
easat-2140	44	14	'	'	PART
easat-2140	44	15	prior	prior	ADJ
easat-2140	44	16	oct	oct	PROPN
easat-2140	44	17	pictures	picture	NOUN
easat-2140	44	18	to	to	PART
easat-2140	44	19	look	look	VERB
easat-2140	44	20	for	for	ADP
easat-2140	44	21	abnormalities	abnormality	NOUN
easat-2140	44	22	in	in	ADP
easat-2140	44	23	the	the	DET
easat-2140	44	24	optic	optic	NOUN
easat-2140	44	25	nerve	nerve	NOUN
easat-2140	44	26	.	.	PUNCT
easat-2140	45	1	as	as	ADV
easat-2140	45	2	well	well	ADV
easat-2140	45	3	as	as	ADP
easat-2140	45	4	(	(	PUNCT
easat-2140	45	5	b	b	NOUN
easat-2140	45	6	)	)	PUNCT
easat-2140	45	7	retinas	retina	NOUN
easat-2140	45	8	that	that	PRON
easat-2140	45	9	are	be	AUX
easat-2140	45	10	not	not	PART
easat-2140	45	11	operating	operate	VERB
easat-2140	45	12	properly	properly	ADV
easat-2140	45	13	[	[	X
easat-2140	45	14	12	12	NUM
easat-2140	45	15	]	]	PUNCT
easat-2140	45	16	.	.	PUNCT
easat-2140	46	1	goniatometry	goniatometry	NOUN
easat-2140	46	2	,	,	PUNCT
easat-2140	46	3	pachymetry	pachymetry	NOUN
easat-2140	46	4	,	,	PUNCT
easat-2140	46	5	tonometry	tonometry	NOUN
easat-2140	46	6	,	,	PUNCT
easat-2140	46	7	and	and	CCONJ
easat-2140	46	8	perimetry	perimetry	NOUN
easat-2140	46	9	are	be	AUX
easat-2140	46	10	some	some	PRON
easat-2140	46	11	of	of	ADP
easat-2140	46	12	the	the	DET
easat-2140	46	13	manual	manual	ADJ
easat-2140	46	14	techniques	technique	NOUN
easat-2140	46	15	used	use	VERB
easat-2140	46	16	by	by	ADP
easat-2140	46	17	ophthalmologists	ophthalmologist	NOUN
easat-2140	46	18	to	to	PART
easat-2140	46	19	diagnose	diagnose	VERB
easat-2140	46	20	glaucoma	glaucoma	NOUN
easat-2140	47	1	[	[	X
easat-2140	47	2	13	13	NUM
easat-2140	47	3	]	]	PUNCT
easat-2140	47	4	.	.	PUNCT
easat-2140	48	1	tonometry	tonometry	NOUN
easat-2140	48	2	involves	involve	VERB
easat-2140	48	3	measuring	measure	VERB
easat-2140	48	4	intraocular	intraocular	ADJ
easat-2140	48	5	pressure	pressure	NOUN
easat-2140	48	6	(	(	PUNCT
easat-2140	48	7	iop	iop	PROPN
easat-2140	48	8	)	)	PUNCT
easat-2140	48	9	,	,	PUNCT
easat-2140	48	10	which	which	PRON
easat-2140	48	11	is	be	AUX
easat-2140	48	12	a	a	DET
easat-2140	48	13	significant	significant	ADJ
easat-2140	48	14	indication	indication	NOUN
easat-2140	48	15	of	of	ADP
easat-2140	48	16	the	the	DET
easat-2140	48	17	possibility	possibility	NOUN
easat-2140	48	18	of	of	ADP
easat-2140	48	19	glaucoma	glaucoma	NOUN
easat-2140	48	20	.	.	PUNCT
easat-2140	49	1	the	the	DET
easat-2140	49	2	iris	iris	NOUN
easat-2140	49	3	-	-	PUNCT
easat-2140	49	4	cornea	cornea	NOUN
easat-2140	49	5	angle	angle	NOUN
easat-2140	49	6	can	can	AUX
easat-2140	49	7	be	be	AUX
easat-2140	49	8	measured	measure	VERB
easat-2140	49	9	using	using	NOUN
easat-2140	49	10	gonioscopy	gonioscopy	NOUN
easat-2140	49	11	.	.	PUNCT
easat-2140	50	1	corneal	corneal	ADJ
easat-2140	50	2	thickness	thickness	NOUN
easat-2140	50	3	is	be	AUX
easat-2140	50	4	measured	measure	VERB
easat-2140	50	5	by	by	ADP
easat-2140	50	6	pachymetry	pachymetry	NOUN
easat-2140	50	7	.	.	PUNCT
easat-2140	51	1	manual	manual	ADJ
easat-2140	51	2	evaluation	evaluation	NOUN
easat-2140	51	3	techniques	technique	NOUN
easat-2140	51	4	for	for	ADP
easat-2140	51	5	glaucoma	glaucoma	NOUN
easat-2140	51	6	identification	identification	NOUN
easat-2140	51	7	,	,	PUNCT
easat-2140	51	8	however	however	ADV
easat-2140	51	9	,	,	PUNCT
easat-2140	51	10	are	be	AUX
easat-2140	51	11	laborious	laborious	ADJ
easat-2140	51	12	,	,	PUNCT
easat-2140	51	13	subjective	subjective	ADJ
easat-2140	51	14	,	,	PUNCT
easat-2140	51	15	and	and	CCONJ
easat-2140	51	16	time	time	NOUN
easat-2140	51	17	-	-	PUNCT
easat-2140	51	18	consuming	consume	VERB
easat-2140	51	19	.	.	PUNCT
easat-2140	52	1	additionally	additionally	ADV
easat-2140	52	2	,	,	PUNCT
easat-2140	52	3	they	they	PRON
easat-2140	52	4	are	be	AUX
easat-2140	52	5	highly	highly	ADV
easat-2140	52	6	dependent	dependent	ADJ
easat-2140	52	7	on	on	ADP
easat-2140	52	8	the	the	DET
easat-2140	52	9	accessibility	accessibility	NOUN
easat-2140	52	10	of	of	ADP
easat-2140	52	11	ophthalmologists	ophthalmologist	NOUN
easat-2140	52	12	,	,	PUNCT
easat-2140	52	13	which	which	PRON
easat-2140	52	14	may	may	AUX
easat-2140	52	15	be	be	AUX
easat-2140	52	16	problematic	problematic	ADJ
easat-2140	52	17	in	in	ADP
easat-2140	52	18	outlying	outlying	ADJ
easat-2140	52	19	locations	location	NOUN
easat-2140	52	20	[	[	X
easat-2140	52	21	14	14	NUM
easat-2140	52	22	]	]	PUNCT
easat-2140	52	23	.	.	PUNCT
easat-2140	53	1	consequently	consequently	ADV
easat-2140	53	2	,	,	PUNCT
easat-2140	53	3	there	there	PRON
easat-2140	53	4	is	be	VERB
easat-2140	53	5	a	a	DET
easat-2140	53	6	pressing	press	VERB
easat-2140	53	7	need	need	NOUN
easat-2140	53	8	to	to	PART
easat-2140	53	9	create	create	VERB
easat-2140	53	10	automated	automate	VERB
easat-2140	53	11	systems	system	NOUN
easat-2140	53	12	that	that	PRON
easat-2140	53	13	can	can	AUX
easat-2140	53	14	detect	detect	VERB
easat-2140	53	15	glaucoma	glaucoma	NOUN
easat-2140	53	16	early	early	ADV
easat-2140	53	17	and	and	CCONJ
easat-2140	53	18	effectively	effectively	ADV
easat-2140	53	19	.	.	PUNCT
easat-2140	54	1	over	over	ADP
easat-2140	54	2	the	the	DET
easat-2140	54	3	past	past	ADJ
easat-2140	54	4	few	few	ADJ
easat-2140	54	5	years	year	NOUN
easat-2140	54	6	,	,	PUNCT
easat-2140	54	7	advancements	advancement	NOUN
easat-2140	54	8	in	in	ADP
easat-2140	54	9	artificial	artificial	ADJ
easat-2140	54	10	intellect	intellect	NOUN
easat-2140	54	11	have	have	AUX
easat-2140	54	12	been	be	AUX
easat-2140	54	13	meteoric	meteoric	ADJ
easat-2140	54	14	.	.	PUNCT
easat-2140	55	1	integrating	integrate	VERB
easat-2140	55	2	ai	ai	VERB
easat-2140	55	3	technology	technology	NOUN
easat-2140	55	4	for	for	ADP
easat-2140	55	5	practical	practical	ADJ
easat-2140	55	6	medical	medical	ADJ
easat-2140	55	7	treatments	treatment	NOUN
easat-2140	55	8	is	be	AUX
easat-2140	55	9	a	a	DET
easat-2140	55	10	hot	hot	ADJ
easat-2140	55	11	topic	topic	NOUN
easat-2140	55	12	in	in	ADP
easat-2140	55	13	the	the	DET
easat-2140	55	14	healthcare	healthcare	NOUN
easat-2140	55	15	industry	industry	NOUN
easat-2140	56	1	[	[	X
easat-2140	56	2	15	15	NUM
easat-2140	56	3	]	]	PUNCT
easat-2140	56	4	.	.	PUNCT
easat-2140	57	1	clinical	clinical	ADJ
easat-2140	57	2	practice	practice	NOUN
easat-2140	57	3	frequently	frequently	ADV
easat-2140	57	4	makes	make	VERB
easat-2140	57	5	use	use	NOUN
easat-2140	57	6	of	of	ADP
easat-2140	57	7	computer	computer	NOUN
easat-2140	57	8	-	-	PUNCT
easat-2140	57	9	aided	aid	VERB
easat-2140	57	10	diagnostic	diagnostic	ADJ
easat-2140	57	11	(	(	PUNCT
easat-2140	57	12	cad	cad	NOUN
easat-2140	57	13	)	)	PUNCT
easat-2140	57	14	techniques	technique	NOUN
easat-2140	57	15	for	for	ADP
easat-2140	57	16	the	the	DET
easat-2140	57	17	automatic	automatic	ADJ
easat-2140	57	18	detection	detection	NOUN
easat-2140	57	19	of	of	ADP
easat-2140	57	20	glaucoma	glaucoma	NOUN
easat-2140	57	21	.	.	PUNCT
easat-2140	58	1	recent	recent	ADJ
easat-2140	58	2	advances	advance	NOUN
easat-2140	58	3	in	in	ADP
easat-2140	58	4	deep	deep	ADJ
easat-2140	58	5	learning	learning	NOUN
easat-2140	58	6	(	(	PUNCT
easat-2140	58	7	dl	dl	NOUN
easat-2140	58	8	)	)	PUNCT
easat-2140	58	9	algorithms	algorithm	NOUN
easat-2140	58	10	,	,	PUNCT
easat-2140	58	11	along	along	ADP
easat-2140	58	12	with	with	ADP
easat-2140	58	13	machine	machine	NOUN
easat-2140	58	14	learning	learning	NOUN
easat-2140	58	15	,	,	PUNCT
easat-2140	58	16	have	have	AUX
easat-2140	58	17	greatly	greatly	ADV
easat-2140	58	18	improved	improve	VERB
easat-2140	58	19	the	the	DET
easat-2140	58	20	diagnostic	diagnostic	ADJ
easat-2140	58	21	accuracy	accuracy	NOUN
easat-2140	58	22	of	of	ADP
easat-2140	58	23	these	these	DET
easat-2140	58	24	automated	automate	VERB
easat-2140	58	25	glaucoma	glaucoma	NOUN
easat-2140	58	26	finding	finding	NOUN
easat-2140	58	27	systems	system	NOUN
easat-2140	58	28	[	[	X
easat-2140	58	29	16	16	NUM
easat-2140	58	30	]	]	PUNCT
easat-2140	58	31	.	.	PUNCT
easat-2140	59	1	we	we	PRON
easat-2140	59	2	provide	provide	VERB
easat-2140	59	3	a	a	DET
easat-2140	59	4	fully	fully	ADV
easat-2140	59	5	automated	automate	VERB
easat-2140	59	6	system	system	NOUN
easat-2140	59	7	that	that	PRON
easat-2140	59	8	can	can	AUX
easat-2140	59	9	efficiently	efficiently	ADV
easat-2140	59	10	identify	identify	VERB
easat-2140	59	11	early	early	ADJ
easat-2140	59	12	-	-	PUNCT
easat-2140	59	13	stage	stage	NOUN
easat-2140	59	14	datasets	dataset	NOUN
easat-2140	59	15	.	.	PUNCT
easat-2140	60	1	it	it	PRON
easat-2140	60	2	is	be	AUX
easat-2140	60	3	built	build	VERB
easat-2140	60	4	on	on	ADP
easat-2140	60	5	deep	deep	ADJ
easat-2140	60	6	learning	learning	NOUN
easat-2140	60	7	architecture	architecture	NOUN
easat-2140	60	8	.	.	PUNCT
easat-2140	61	1	the	the	DET
easat-2140	61	2	key	key	ADJ
easat-2140	61	3	findings	finding	NOUN
easat-2140	61	4	and	and	CCONJ
easat-2140	61	5	improvements	improvement	NOUN
easat-2140	61	6	from	from	ADP
easat-2140	61	7	this	this	DET
easat-2140	61	8	study	study	NOUN
easat-2140	61	9	are	be	AUX
easat-2140	61	10	as	as	SCONJ
easat-2140	61	11	follows	follow	NOUN
easat-2140	61	12	.	.	PUNCT
easat-2140	62	1	•	•	INTJ
easat-2140	62	2	to	to	PART
easat-2140	62	3	help	help	VERB
easat-2140	62	4	with	with	ADP
easat-2140	62	5	the	the	DET
easat-2140	62	6	diagnosis	diagnosis	NOUN
easat-2140	62	7	,	,	PUNCT
easat-2140	62	8	a	a	DET
easat-2140	62	9	model	model	NOUN
easat-2140	62	10	is	be	AUX
easat-2140	62	11	built	build	VERB
easat-2140	62	12	using	use	VERB
easat-2140	62	13	state	state	NOUN
easat-2140	62	14	-	-	PUNCT
easat-2140	62	15	of	of	ADP
easat-2140	62	16	-	-	PUNCT
easat-2140	62	17	the	the	DET
easat-2140	62	18	-	-	PUNCT
easat-2140	62	19	art	art	NOUN
easat-2140	62	20	deep	deep	ADJ
easat-2140	62	21	learning	learning	NOUN
easat-2140	62	22	besides	besides	SCONJ
easat-2140	62	23	transfer	transfer	VERB
easat-2140	62	24	learning	learning	NOUN
easat-2140	62	25	techniques	technique	NOUN
easat-2140	62	26	.	.	PUNCT
easat-2140	63	1	the	the	DET
easat-2140	63	2	archetypal	archetypal	NOUN
easat-2140	63	3	is	be	AUX
easat-2140	63	4	then	then	ADV
easat-2140	63	5	fine	fine	ADV
easat-2140	63	6	-	-	PUNCT
easat-2140	63	7	tuned	tune	VERB
easat-2140	63	8	using	use	VERB
easat-2140	63	9	different	different	ADJ
easat-2140	63	10	ways	way	NOUN
easat-2140	63	11	to	to	PART
easat-2140	63	12	reduce	reduce	VERB
easat-2140	63	13	the	the	DET
easat-2140	63	14	chances	chance	NOUN
easat-2140	63	15	of	of	ADP
easat-2140	63	16	overfitting	overfitte	VERB
easat-2140	63	17	.	.	PUNCT
easat-2140	64	1	•	•	NUM
easat-2140	64	2	segnet	segnet	NOUN
easat-2140	64	3	does	do	VERB
easat-2140	64	4	the	the	DET
easat-2140	64	5	segmentation	segmentation	NOUN
easat-2140	64	6	,	,	PUNCT
easat-2140	64	7	which	which	PRON
easat-2140	64	8	involves	involve	VERB
easat-2140	64	9	extracting	extract	VERB
easat-2140	64	10	impacted	impact	VERB
easat-2140	64	11	regions	region	NOUN
easat-2140	64	12	from	from	ADP
easat-2140	64	13	complex	complex	ADJ
easat-2140	64	14	backgrounds	background	NOUN
easat-2140	64	15	using	use	VERB
easat-2140	64	16	semantic	semantic	ADJ
easat-2140	64	17	segmentation	segmentation	NOUN
easat-2140	64	18	.	.	PUNCT
easat-2140	65	1	•	•	ADP
easat-2140	65	2	to	to	PART
easat-2140	65	3	attain	attain	VERB
easat-2140	65	4	a	a	DET
easat-2140	65	5	higher	high	ADJ
easat-2140	65	6	diagnostic	diagnostic	ADJ
easat-2140	65	7	accuracy	accuracy	NOUN
easat-2140	65	8	,	,	PUNCT
easat-2140	65	9	the	the	DET
easat-2140	65	10	model	model	NOUN
easat-2140	65	11	is	be	AUX
easat-2140	65	12	trained	train	VERB
easat-2140	65	13	besides	besides	SCONJ
easat-2140	65	14	tested	test	VERB
easat-2140	65	15	on	on	ADP
easat-2140	65	16	many	many	ADJ
easat-2140	65	17	datasets	dataset	NOUN
easat-2140	65	18	of	of	ADP
easat-2140	65	19	glaucomatous	glaucomatous	ADJ
easat-2140	65	20	retinal	retinal	ADJ
easat-2140	65	21	pictures	picture	NOUN
easat-2140	65	22	.	.	PUNCT
easat-2140	66	1	•	•	NUM
easat-2140	66	2	the	the	DET
easat-2140	66	3	shortcomings	shortcoming	NOUN
easat-2140	66	4	of	of	ADP
easat-2140	66	5	existing	exist	VERB
easat-2140	66	6	glaucoma	glaucoma	NOUN
easat-2140	66	7	screening	screening	NOUN
easat-2140	66	8	methods	method	NOUN
easat-2140	66	9	are	be	AUX
easat-2140	66	10	addressed	address	VERB
easat-2140	66	11	by	by	ADP
easat-2140	66	12	developing	develop	VERB
easat-2140	66	13	an	an	DET
easat-2140	66	14	endto	endto	NOUN
easat-2140	66	15	-	-	PUNCT
easat-2140	66	16	end	end	NOUN
easat-2140	66	17	learning	learn	VERB
easat-2140	66	18	system	system	NOUN
easat-2140	66	19	.	.	PUNCT
easat-2140	67	1	subsequent	subsequent	ADJ
easat-2140	67	2	sections	section	NOUN
easat-2140	67	3	of	of	ADP
easat-2140	67	4	the	the	DET
easat-2140	67	5	article	article	NOUN
easat-2140	67	6	are	be	AUX
easat-2140	67	7	structured	structure	VERB
easat-2140	67	8	according	accord	VERB
easat-2140	67	9	to	to	ADP
easat-2140	67	10	the	the	DET
easat-2140	67	11	following	follow	VERB
easat-2140	67	12	topics	topic	NOUN
easat-2140	67	13	:	:	PUNCT
easat-2140	67	14	in	in	ADP
easat-2140	67	15	section	section	NOUN
easat-2140	67	16	2	2	NUM
easat-2140	67	17	,	,	PUNCT
easat-2140	67	18	the	the	DET
easat-2140	67	19	prior	prior	ADJ
easat-2140	67	20	research	research	NOUN
easat-2140	67	21	of	of	ADP
easat-2140	67	22	other	other	ADJ
easat-2140	67	23	scholars	scholar	NOUN
easat-2140	67	24	is	be	AUX
easat-2140	67	25	detailed	detail	VERB
easat-2140	67	26	.	.	PUNCT
easat-2140	68	1	the	the	DET
easat-2140	68	2	suggested	suggest	VERB
easat-2140	68	3	approach	approach	NOUN
easat-2140	68	4	is	be	AUX
easat-2140	68	5	detailed	detail	VERB
easat-2140	68	6	in	in	ADP
easat-2140	68	7	section	section	NOUN
easat-2140	68	8	3	3	NUM
easat-2140	68	9	.	.	PUNCT
easat-2140	69	1	the	the	DET
easat-2140	69	2	findings	finding	NOUN
easat-2140	69	3	of	of	ADP
easat-2140	69	4	the	the	DET
easat-2140	69	5	experiments	experiment	NOUN
easat-2140	69	6	and	and	CCONJ
easat-2140	69	7	the	the	DET
easat-2140	69	8	proposed	propose	VERB
easat-2140	69	9	model	model	NOUN
easat-2140	69	10	are	be	AUX
easat-2140	69	11	detailed	detail	VERB
easat-2140	69	12	in	in	ADP
easat-2140	69	13	section	section	NOUN
easat-2140	69	14	4	4	NUM
easat-2140	69	15	.	.	PUNCT
easat-2140	70	1	a	a	DET
easat-2140	70	2	discussion	discussion	NOUN
easat-2140	70	3	of	of	ADP
easat-2140	70	4	the	the	DET
easat-2140	70	5	results	result	NOUN
easat-2140	70	6	is	be	AUX
easat-2140	70	7	accessible	accessible	ADJ
easat-2140	70	8	in	in	ADP
easat-2140	70	9	section	section	NOUN
easat-2140	70	10	5	5	NUM
easat-2140	70	11	,	,	PUNCT
easat-2140	70	12	besides	besides	SCONJ
easat-2140	70	13	a	a	DET
easat-2140	70	14	conclusion	conclusion	NOUN
easat-2140	70	15	summarising	summarise	VERB
easat-2140	70	16	the	the	DET
easat-2140	70	17	important	important	ADJ
easat-2140	70	18	findings	finding	NOUN
easat-2140	70	19	is	be	AUX
easat-2140	70	20	presented	present	VERB
easat-2140	70	21	in	in	ADP
easat-2140	70	22	section	section	NOUN
easat-2140	70	23	6	6	NUM
easat-2140	70	24	.	.	NOUN
easat-2140	71	1	2	2	NUM
easat-2140	71	2	.	.	NUM
easat-2140	71	3	related	relate	VERB
easat-2140	71	4	works	work	NOUN
easat-2140	71	5	for	for	ADP
easat-2140	71	6	the	the	DET
easat-2140	71	7	purpose	purpose	NOUN
easat-2140	71	8	of	of	ADP
easat-2140	71	9	segmenting	segment	VERB
easat-2140	71	10	optic	optic	ADJ
easat-2140	71	11	discs	disc	NOUN
easat-2140	71	12	and	and	CCONJ
easat-2140	71	13	retinal	retinal	ADJ
easat-2140	71	14	vessels	vessel	NOUN
easat-2140	71	15	,	,	PUNCT
easat-2140	71	16	panahi	panahi	NOUN
easat-2140	71	17	et	et	PROPN
easat-2140	71	18	al	al	PROPN
easat-2140	71	19	.	.	PUNCT
easat-2140	72	1	[	[	X
easat-2140	72	2	17	17	NUM
easat-2140	72	3	]	]	PUNCT
easat-2140	72	4	offer	offer	VERB
easat-2140	72	5	a	a	DET
easat-2140	72	6	quick	quick	ADJ
easat-2140	72	7	segmentation	segmentation	NOUN
easat-2140	72	8	method	method	NOUN
easat-2140	72	9	that	that	PRON
easat-2140	72	10	is	be	AUX
easat-2140	72	11	built	build	VERB
easat-2140	72	12	on	on	ADP
easat-2140	72	13	a	a	DET
easat-2140	72	14	novel	novel	NOUN
easat-2140	72	15	streamlined	streamline	VERB
easat-2140	72	16	u	u	ADJ
easat-2140	72	17	-	-	ADJ
easat-2140	72	18	net	net	ADJ
easat-2140	72	19	architecture	architecture	NOUN
easat-2140	72	20	.	.	PUNCT
easat-2140	73	1	the	the	DET
easat-2140	73	2	suggested	suggest	VERB
easat-2140	73	3	approach	approach	NOUN
easat-2140	73	4	uses	use	VERB
easat-2140	73	5	a	a	DET
easat-2140	73	6	strengthened	strengthen	VERB
easat-2140	73	7	and	and	CCONJ
easat-2140	73	8	altered	alter	VERB
easat-2140	73	9	structure	structure	NOUN
easat-2140	73	10	to	to	PART
easat-2140	73	11	shorten	shorten	VERB
easat-2140	73	12	prediction	prediction	NOUN
easat-2140	73	13	times	time	NOUN
easat-2140	73	14	without	without	ADP
easat-2140	73	15	sacrificing	sacrifice	VERB
easat-2140	73	16	performance	performance	NOUN
easat-2140	73	17	or	or	CCONJ
easat-2140	73	18	accuracy	accuracy	NOUN
easat-2140	73	19	,	,	PUNCT
easat-2140	73	20	which	which	PRON
easat-2140	73	21	are	be	AUX
easat-2140	73	22	on	on	ADP
easat-2140	73	23	par	par	NOUN
easat-2140	73	24	with	with	ADP
easat-2140	73	25	existing	exist	VERB
easat-2140	73	26	state	state	NOUN
easat-2140	73	27	-	-	PUNCT
easat-2140	73	28	of	of	ADP
easat-2140	73	29	-	-	PUNCT
easat-2140	73	30	the	the	DET
easat-2140	73	31	-	-	PUNCT
easat-2140	73	32	art	art	NOUN
easat-2140	73	33	systems	system	NOUN
easat-2140	73	34	.	.	PUNCT
easat-2140	74	1	on	on	ADP
easat-2140	74	2	the	the	DET
easat-2140	74	3	drions	drion	NOUN
easat-2140	74	4	-	-	PUNCT
easat-2140	74	5	db	db	NOUN
easat-2140	74	6	dataset	dataset	NOUN
easat-2140	74	7	,	,	PUNCT
easat-2140	74	8	the	the	DET
easat-2140	74	9	suggested	suggest	VERB
easat-2140	74	10	approach	approach	NOUN
easat-2140	74	11	can	can	AUX
easat-2140	74	12	segment	segment	VERB
easat-2140	74	13	the	the	DET
easat-2140	74	14	optic	optic	NOUN
easat-2140	74	15	disc	disc	NOUN
easat-2140	74	16	in	in	ADP
easat-2140	74	17	0.008	0.008	NUM
easat-2140	74	18	seconds	second	NOUN
easat-2140	74	19	,	,	PUNCT
easat-2140	74	20	while	while	SCONJ
easat-2140	74	21	on	on	ADP
easat-2140	74	22	the	the	DET
easat-2140	74	23	drive	drive	NOUN
easat-2140	74	24	dataset	dataset	NOUN
easat-2140	74	25	,	,	PUNCT
easat-2140	74	26	it	it	PRON
easat-2140	74	27	can	can	AUX
easat-2140	74	28	part	part	VERB
easat-2140	74	29	the	the	DET
easat-2140	74	30	vessels	vessel	NOUN
easat-2140	74	31	in	in	ADP
easat-2140	74	32	0.03	0.03	NUM
easat-2140	74	33	seconds	second	NOUN
easat-2140	74	34	.	.	PUNCT
easat-2140	75	1	these	these	DET
easat-2140	75	2	findings	finding	NOUN
easat-2140	75	3	suggest	suggest	VERB
easat-2140	75	4	that	that	SCONJ
easat-2140	75	5	the	the	DET
easat-2140	75	6	suggested	suggested	ADJ
easat-2140	75	7	technology	technology	NOUN
easat-2140	75	8	,	,	PUNCT
easat-2140	75	9	with	with	ADP
easat-2140	75	10	some	some	DET
easat-2140	75	11	tweaks	tweak	NOUN
easat-2140	75	12	,	,	PUNCT
easat-2140	75	13	might	might	AUX
easat-2140	75	14	form	form	VERB
easat-2140	75	15	the	the	DET
easat-2140	75	16	basis	basis	NOUN
easat-2140	75	17	of	of	ADP
easat-2140	75	18	an	an	DET
easat-2140	75	19	intelligent	intelligent	ADJ
easat-2140	75	20	medical	medical	ADJ
easat-2140	75	21	system	system	NOUN
easat-2140	75	22	that	that	PRON
easat-2140	75	23	operates	operate	VERB
easat-2140	75	24	in	in	ADP
easat-2140	75	25	real	real	ADJ
easat-2140	75	26	time	time	NOUN
easat-2140	75	27	and	and	CCONJ
easat-2140	75	28	can	can	AUX
easat-2140	75	29	be	be	AUX
easat-2140	75	30	integrated	integrate	VERB
easat-2140	75	31	with	with	ADP
easat-2140	75	32	standard	standard	ADJ
easat-2140	75	33	hardware	hardware	NOUN
easat-2140	75	34	found	find	VERB
easat-2140	75	35	in	in	ADP
easat-2140	75	36	ophthalmology	ophthalmology	NOUN
easat-2140	75	37	practices	practice	NOUN
easat-2140	75	38	.	.	PUNCT
easat-2140	76	1	this	this	DET
easat-2140	76	2	approach	approach	NOUN
easat-2140	76	3	improves	improve	VERB
easat-2140	76	4	ophthalmologists	ophthalmologist	NOUN
easat-2140	76	5	'	'	PART
easat-2140	76	6	ability	ability	NOUN
easat-2140	76	7	to	to	PART
easat-2140	76	8	diagnose	diagnose	VERB
easat-2140	76	9	glaucoma	glaucoma	NOUN
easat-2140	76	10	since	since	SCONJ
easat-2140	76	11	it	it	PRON
easat-2140	76	12	can	can	AUX
easat-2140	76	13	quickly	quickly	ADV
easat-2140	76	14	segment	segment	VERB
easat-2140	76	15	the	the	DET
easat-2140	76	16	optic	optic	NOUN
easat-2140	76	17	disc	disc	NOUN
easat-2140	76	18	and	and	CCONJ
easat-2140	76	19	retinal	retinal	ADJ
easat-2140	76	20	veins	vein	NOUN
easat-2140	76	21	.	.	PUNCT
easat-2140	77	1	oguz	oguz	PROPN
easat-2140	77	2	et	et	PROPN
easat-2140	77	3	al	al	PROPN
easat-2140	77	4	.	.	PROPN
easat-2140	77	5	,	,	PUNCT
easat-2140	78	1	[	[	X
easat-2140	78	2	18	18	NUM
easat-2140	78	3	]	]	PUNCT
easat-2140	78	4	aimed	aim	VERB
easat-2140	78	5	to	to	PART
easat-2140	78	6	aid	aid	VERB
easat-2140	78	7	glaucoma	glaucoma	NOUN
easat-2140	78	8	specialists	specialist	NOUN
easat-2140	78	9	in	in	ADP
easat-2140	78	10	their	their	PRON
easat-2140	78	11	diagnosis	diagnosis	NOUN
easat-2140	78	12	by	by	ADP
easat-2140	78	13	developing	develop	VERB
easat-2140	78	14	a	a	DET
easat-2140	78	15	model	model	NOUN
easat-2140	78	16	that	that	PRON
easat-2140	78	17	integrates	integrate	VERB
easat-2140	78	18	deep	deep	ADJ
easat-2140	78	19	learning	learning	NOUN
easat-2140	78	20	besides	besides	SCONJ
easat-2140	78	21	machine	machine	NOUN
easat-2140	78	22	learning	learn	VERB
easat-2140	78	23	with	with	ADP
easat-2140	78	24	raw	raw	ADJ
easat-2140	78	25	fundus	fundus	NOUN
easat-2140	78	26	pictures	picture	NOUN
easat-2140	78	27	.	.	PUNCT
easat-2140	79	1	brand	brand	NOUN
easat-2140	79	2	new	new	ADJ
easat-2140	79	3	convolutional	convolutional	ADJ
easat-2140	79	4	neural	neural	ADJ
easat-2140	79	5	networks	network	NOUN
easat-2140	79	6	(	(	PUNCT
easat-2140	79	7	cnn	cnn	PROPN
easat-2140	79	8	)	)	PUNCT
easat-2140	79	9	model	model	NOUN
easat-2140	79	10	is	be	AUX
easat-2140	79	11	used	use	VERB
easat-2140	79	12	for	for	ADP
easat-2140	79	13	deep	deep	ADJ
easat-2140	79	14	feature	feature	NOUN
easat-2140	79	15	extraction	extraction	NOUN
easat-2140	79	16	.	.	PUNCT
easat-2140	80	1	many	many	ADJ
easat-2140	80	2	well	well	ADV
easat-2140	80	3	-	-	PUNCT
easat-2140	80	4	known	know	VERB
easat-2140	80	5	classic	classic	ADJ
easat-2140	80	6	ml	ml	ADP
easat-2140	80	7	classification	classification	NOUN
easat-2140	80	8	algorithms	algorithm	NOUN
easat-2140	80	9	,	,	PUNCT
easat-2140	80	10	have	have	AUX
easat-2140	80	11	made	make	VERB
easat-2140	80	12	use	use	NOUN
easat-2140	80	13	of	of	ADP
easat-2140	80	14	deep	deep	ADJ
easat-2140	80	15	features	feature	NOUN
easat-2140	80	16	.	.	PUNCT
easat-2140	81	1	the	the	DET
easat-2140	81	2	acrima	acrima	PROPN
easat-2140	81	3	dataset	dataset	NOUN
easat-2140	81	4	,	,	PUNCT
easat-2140	81	5	which	which	PRON
easat-2140	81	6	contains	contain	VERB
easat-2140	81	7	705	705	NUM
easat-2140	81	8	pictures	picture	NOUN
easat-2140	81	9	,	,	PUNCT
easat-2140	81	10	was	be	AUX
easat-2140	81	11	used	use	VERB
easat-2140	81	12	to	to	PART
easat-2140	81	13	assess	assess	VERB
easat-2140	81	14	the	the	DET
easat-2140	81	15	hybrid	hybrid	NOUN
easat-2140	81	16	models	model	NOUN
easat-2140	81	17	'	'	PART
easat-2140	81	18	capabilities	capability	NOUN
easat-2140	81	19	.	.	PUNCT
easat-2140	82	1	there	there	PRON
easat-2140	82	2	will	will	AUX
easat-2140	82	3	be	be	AUX
easat-2140	82	4	80	80	NUM
easat-2140	82	5	%	%	NOUN
easat-2140	82	6	training	training	NOUN
easat-2140	82	7	697	697	NUM
easat-2140	82	8	edelweiss	edelweiss	PROPN
easat-2140	82	9	applied	apply	VERB
easat-2140	82	10	science	science	NOUN
easat-2140	82	11	and	and	CCONJ
easat-2140	82	12	technology	technology	NOUN
easat-2140	82	13	issn	issn	PROPN
easat-2140	82	14	:	:	PUNCT
easat-2140	82	15	2576	2576	NUM
easat-2140	82	16	-	-	SYM
easat-2140	82	17	8484	8484	NUM
easat-2140	82	18	vol	vol	NOUN
easat-2140	82	19	.	.	PROPN
easat-2140	82	20	8	8	NUM
easat-2140	82	21	,	,	PUNCT
easat-2140	82	22	no	no	INTJ
easat-2140	82	23	.	.	NOUN
easat-2140	83	1	6	6	NUM
easat-2140	83	2	:	:	SYM
easat-2140	83	3	694	694	NUM
easat-2140	83	4	-	-	SYM
easat-2140	83	5	706	706	NUM
easat-2140	83	6	,	,	PUNCT
easat-2140	83	7	2024	2024	NUM
easat-2140	83	8	doi	doi	NOUN
easat-2140	83	9	:	:	PUNCT
easat-2140	83	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	83	11	©	©	PROPN
easat-2140	83	12	2024	2024	NUM
easat-2140	83	13	by	by	ADP
easat-2140	83	14	the	the	DET
easat-2140	83	15	authors	author	NOUN
easat-2140	83	16	;	;	PUNCT
easat-2140	83	17	licensee	licensee	PROPN
easat-2140	83	18	learning	learn	VERB
easat-2140	83	19	gate	gate	PROPN
easat-2140	83	20	data	datum	NOUN
easat-2140	83	21	and	and	CCONJ
easat-2140	83	22	20	20	NUM
easat-2140	83	23	%	%	NOUN
easat-2140	83	24	test	test	NOUN
easat-2140	83	25	data	datum	NOUN
easat-2140	83	26	in	in	ADP
easat-2140	83	27	the	the	DET
easat-2140	83	28	dataset	dataset	NOUN
easat-2140	83	29	.	.	PUNCT
easat-2140	84	1	with	with	ADP
easat-2140	84	2	an	an	DET
easat-2140	84	3	auc	auc	NOUN
easat-2140	84	4	of	of	ADP
easat-2140	84	5	0.928	0.928	NUM
easat-2140	84	6	,	,	PUNCT
easat-2140	84	7	an	an	DET
easat-2140	84	8	f1	f1	ADJ
easat-2140	84	9	score	score	NOUN
easat-2140	84	10	of	of	ADP
easat-2140	84	11	93.75	93.75	NUM
easat-2140	84	12	%	%	NOUN
easat-2140	84	13	,	,	PUNCT
easat-2140	84	14	and	and	CCONJ
easat-2140	84	15	an	an	DET
easat-2140	84	16	accuracy	accuracy	NOUN
easat-2140	84	17	of	of	ADP
easat-2140	84	18	92.96	92.96	NUM
easat-2140	84	19	%	%	NOUN
easat-2140	84	20	,	,	PUNCT
easat-2140	84	21	the	the	DET
easat-2140	84	22	cnn	cnn	PROPN
easat-2140	84	23	-	-	PUNCT
easat-2140	84	24	adaboost	adaboost	ADJ
easat-2140	84	25	hybrid	hybrid	ADJ
easat-2140	84	26	model	model	NOUN
easat-2140	84	27	outperforms	outperform	VERB
easat-2140	84	28	all	all	DET
easat-2140	84	29	others	other	NOUN
easat-2140	84	30	in	in	ADP
easat-2140	84	31	the	the	DET
easat-2140	84	32	experiment	experiment	NOUN
easat-2140	84	33	.	.	PUNCT
easat-2140	85	1	in	in	ADP
easat-2140	85	2	order	order	NOUN
easat-2140	85	3	to	to	PART
easat-2140	85	4	automatically	automatically	ADV
easat-2140	85	5	recognise	recognise	VERB
easat-2140	85	6	the	the	DET
easat-2140	85	7	optic	optic	ADJ
easat-2140	85	8	cup	cup	NOUN
easat-2140	85	9	in	in	ADP
easat-2140	85	10	fundus	fundus	NOUN
easat-2140	85	11	pictures	picture	NOUN
easat-2140	85	12	and	and	CCONJ
easat-2140	85	13	calculate	calculate	VERB
easat-2140	85	14	the	the	DET
easat-2140	85	15	vcdr	vcdr	NOUN
easat-2140	85	16	,	,	PUNCT
easat-2140	85	17	gao	gao	PROPN
easat-2140	85	18	et	et	PROPN
easat-2140	85	19	al	al	PROPN
easat-2140	85	20	.	.	PROPN
easat-2140	85	21	,	,	PUNCT
easat-2140	85	22	[	[	X
easat-2140	85	23	19	19	NUM
easat-2140	85	24	]	]	PUNCT
easat-2140	85	25	create	create	VERB
easat-2140	85	26	a	a	DET
easat-2140	85	27	strong	strong	ADJ
easat-2140	85	28	and	and	CCONJ
easat-2140	85	29	precise	precise	ADJ
easat-2140	85	30	system	system	NOUN
easat-2140	85	31	that	that	PRON
easat-2140	85	32	uses	use	VERB
easat-2140	85	33	deep	deep	ADJ
easat-2140	85	34	learning	learning	NOUN
easat-2140	85	35	(	(	PUNCT
easat-2140	85	36	dl	dl	NOUN
easat-2140	85	37	)	)	PUNCT
easat-2140	85	38	techniques	technique	NOUN
easat-2140	85	39	,	,	PUNCT
easat-2140	85	40	particularly	particularly	ADV
easat-2140	85	41	the	the	DET
easat-2140	85	42	yolov7	yolov7	NOUN
easat-2140	85	43	construction	construction	NOUN
easat-2140	85	44	.	.	PUNCT
easat-2140	86	1	we	we	PRON
easat-2140	86	2	also	also	ADV
easat-2140	86	3	tackle	tackle	VERB
easat-2140	86	4	the	the	DET
easat-2140	86	5	seldom	seldom	ADV
easat-2140	86	6	-	-	PUNCT
easat-2140	86	7	discussed	discuss	VERB
easat-2140	86	8	problem	problem	NOUN
easat-2140	86	9	of	of	ADP
easat-2140	86	10	transferring	transfer	VERB
easat-2140	86	11	a	a	DET
easat-2140	86	12	dl	dl	PROPN
easat-2140	86	13	model	model	NOUN
easat-2140	86	14	trained	train	VERB
easat-2140	86	15	on	on	ADP
easat-2140	86	16	one	one	NUM
easat-2140	86	17	populace	populace	NOUN
easat-2140	86	18	(	(	PUNCT
easat-2140	86	19	say	say	INTJ
easat-2140	86	20	,	,	PUNCT
easat-2140	86	21	europeans	europeans	PROPN
easat-2140	86	22	)	)	PUNCT
easat-2140	86	23	to	to	ADP
easat-2140	86	24	another	another	PRON
easat-2140	86	25	for	for	ADP
easat-2140	86	26	the	the	DET
easat-2140	86	27	purpose	purpose	NOUN
easat-2140	86	28	of	of	ADP
easat-2140	86	29	vcdr	vcdr	NOUN
easat-2140	86	30	estimation	estimation	NOUN
easat-2140	86	31	.	.	PUNCT
easat-2140	87	1	the	the	DET
easat-2140	87	2	refuge	refuge	NOUN
easat-2140	87	3	dataset	dataset	NOUN
easat-2140	87	4	,	,	PUNCT
easat-2140	87	5	which	which	PRON
easat-2140	87	6	includes	include	VERB
easat-2140	87	7	photos	photo	NOUN
easat-2140	87	8	from	from	ADP
easat-2140	87	9	chinese	chinese	ADJ
easat-2140	87	10	patients	patient	NOUN
easat-2140	87	11	,	,	PUNCT
easat-2140	87	12	was	be	AUX
easat-2140	87	13	used	use	VERB
easat-2140	87	14	for	for	ADP
easat-2140	87	15	fine	fine	ADV
easat-2140	87	16	-	-	PUNCT
easat-2140	87	17	tuning	tuning	NOUN
easat-2140	87	18	after	after	SCONJ
easat-2140	87	19	our	our	PRON
easat-2140	87	20	model	model	NOUN
easat-2140	87	21	was	be	AUX
easat-2140	87	22	trained	train	VERB
easat-2140	87	23	on	on	ADP
easat-2140	87	24	10	10	NUM
easat-2140	87	25	publicly	publicly	ADV
easat-2140	87	26	accessible	accessible	ADJ
easat-2140	87	27	datasets	dataset	NOUN
easat-2140	87	28	.	.	PUNCT
easat-2140	88	1	when	when	SCONJ
easat-2140	88	2	compared	compare	VERB
easat-2140	88	3	to	to	ADP
easat-2140	88	4	evaluations	evaluation	NOUN
easat-2140	88	5	conducted	conduct	VERB
easat-2140	88	6	by	by	ADP
easat-2140	88	7	human	human	ADJ
easat-2140	88	8	experts	expert	NOUN
easat-2140	88	9	,	,	PUNCT
easat-2140	88	10	the	the	DET
easat-2140	88	11	dl	dl	NOUN
easat-2140	88	12	-	-	PUNCT
easat-2140	88	13	derived	derive	VERB
easat-2140	88	14	vcdr	vcdr	NOUN
easat-2140	88	15	demonstrated	demonstrate	VERB
easat-2140	88	16	remarkable	remarkable	ADJ
easat-2140	88	17	accuracy	accuracy	NOUN
easat-2140	88	18	,	,	PUNCT
easat-2140	88	19	with	with	ADP
easat-2140	88	20	a	a	DET
easat-2140	88	21	pearson	pearson	NOUN
easat-2140	88	22	correlation	correlation	NOUN
easat-2140	88	23	value	value	NOUN
easat-2140	88	24	of	of	ADP
easat-2140	88	25	0.91	0.91	NUM
easat-2140	88	26	(	(	PUNCT
easat-2140	88	27	p	p	X
easat-2140	88	28	 	 	SPACE
easat-2140	88	29	=	=	NOUN
easat-2140	88	30	 	 	SPACE
easat-2140	88	31	4.12	4.12	NUM
easat-2140	88	32	 	 	SPACE
easat-2140	88	33	×	×	NOUN
easat-2140	88	34	 	 	SPACE
easat-2140	88	35	10	10	NUM
easat-2140	88	36	-	-	SYM
easat-2140	88	37	412	412	NUM
easat-2140	88	38	)	)	PUNCT
easat-2140	88	39	and	and	CCONJ
easat-2140	88	40	a	a	DET
easat-2140	88	41	mean	mean	ADJ
easat-2140	88	42	absolute	absolute	ADJ
easat-2140	88	43	error	error	NOUN
easat-2140	88	44	(	(	PUNCT
easat-2140	88	45	mae	mae	PROPN
easat-2140	88	46	)	)	PUNCT
easat-2140	88	47	of	of	ADP
easat-2140	88	48	0.0347	0.0347	NUM
easat-2140	88	49	.	.	PUNCT
easat-2140	89	1	by	by	ADP
easat-2140	89	2	showing	show	VERB
easat-2140	89	3	lower	low	ADJ
easat-2140	89	4	maes	maes	PROPN
easat-2140	89	5	and	and	CCONJ
easat-2140	89	6	better	well	ADJ
easat-2140	89	7	dice	dice	NOUN
easat-2140	89	8	similarity	similarity	NOUN
easat-2140	89	9	coefficients	coefficient	NOUN
easat-2140	89	10	,	,	PUNCT
easat-2140	89	11	our	our	PRON
easat-2140	89	12	models	model	NOUN
easat-2140	89	13	outpaced	outpace	VERB
easat-2140	89	14	previous	previous	ADJ
easat-2140	89	15	methods	method	NOUN
easat-2140	89	16	on	on	ADP
easat-2140	89	17	the	the	DET
easat-2140	89	18	refuge	refuge	NOUN
easat-2140	89	19	dataset	dataset	NOUN
easat-2140	89	20	.	.	PUNCT
easat-2140	90	1	in	in	ADP
easat-2140	90	2	addition	addition	NOUN
easat-2140	90	3	,	,	PUNCT
easat-2140	90	4	we	we	PRON
easat-2140	90	5	came	come	VERB
easat-2140	90	6	up	up	ADP
easat-2140	90	7	with	with	ADP
easat-2140	90	8	an	an	DET
easat-2140	90	9	optimisation	optimisation	NOUN
easat-2140	90	10	method	method	NOUN
easat-2140	90	11	that	that	PRON
easat-2140	90	12	can	can	AUX
easat-2140	90	13	adjust	adjust	VERB
easat-2140	90	14	dl	dl	NOUN
easat-2140	90	15	outcomes	outcome	NOUN
easat-2140	90	16	for	for	ADP
easat-2140	90	17	different	different	ADJ
easat-2140	90	18	populations	population	NOUN
easat-2140	90	19	.	.	PUNCT
easat-2140	91	1	clinicians	clinician	NOUN
easat-2140	91	2	now	now	ADV
easat-2140	91	3	have	have	VERB
easat-2140	91	4	a	a	DET
easat-2140	91	5	potential	potential	ADJ
easat-2140	91	6	tool	tool	NOUN
easat-2140	91	7	at	at	ADP
easat-2140	91	8	their	their	PRON
easat-2140	91	9	disposal	disposal	NOUN
easat-2140	91	10	thanks	thank	NOUN
easat-2140	91	11	to	to	ADP
easat-2140	91	12	our	our	PRON
easat-2140	91	13	innovative	innovative	ADJ
easat-2140	91	14	methods	method	NOUN
easat-2140	91	15	for	for	ADP
easat-2140	91	16	recognising	recognise	VERB
easat-2140	91	17	optic	optic	ADJ
easat-2140	91	18	discs	disc	NOUN
easat-2140	91	19	and	and	CCONJ
easat-2140	91	20	optic	optic	NOUN
easat-2140	91	21	cups	cup	NOUN
easat-2140	91	22	besides	besides	SCONJ
easat-2140	91	23	calculating	calculate	VERB
easat-2140	91	24	vcdr	vcdr	NOUN
easat-2140	91	25	.	.	PUNCT
easat-2140	92	1	this	this	DET
easat-2140	92	2	tool	tool	NOUN
easat-2140	92	3	improves	improve	VERB
easat-2140	92	4	speed	speed	NOUN
easat-2140	92	5	and	and	CCONJ
easat-2140	92	6	accuracy	accuracy	NOUN
easat-2140	92	7	while	while	SCONJ
easat-2140	92	8	drastically	drastically	ADV
easat-2140	92	9	reducing	reduce	VERB
easat-2140	92	10	the	the	DET
easat-2140	92	11	human	human	ADJ
easat-2140	92	12	workload	workload	NOUN
easat-2140	92	13	associated	associate	VERB
easat-2140	92	14	with	with	ADP
easat-2140	92	15	picture	picture	NOUN
easat-2140	92	16	evaluation	evaluation	NOUN
easat-2140	92	17	.	.	PUNCT
easat-2140	93	1	this	this	DET
easat-2140	93	2	automated	automate	VERB
easat-2140	93	3	approach	approach	NOUN
easat-2140	93	4	is	be	AUX
easat-2140	93	5	a	a	DET
easat-2140	93	6	great	great	ADJ
easat-2140	93	7	tool	tool	NOUN
easat-2140	93	8	for	for	ADP
easat-2140	93	9	glaucoma	glaucoma	NOUN
easat-2140	93	10	identification	identification	NOUN
easat-2140	93	11	since	since	SCONJ
easat-2140	93	12	it	it	PRON
easat-2140	93	13	can	can	AUX
easat-2140	93	14	efficiently	efficiently	ADV
easat-2140	93	15	distinguish	distinguish	VERB
easat-2140	93	16	among	among	ADP
easat-2140	93	17	glaucoma	glaucoma	NOUN
easat-2140	93	18	besides	besides	SCONJ
easat-2140	93	19	non	non	ADJ
easat-2140	93	20	-	-	ADJ
easat-2140	93	21	glaucoma	glaucoma	ADJ
easat-2140	93	22	patients	patient	NOUN
easat-2140	93	23	.	.	PUNCT
easat-2140	94	1	a	a	DET
easat-2140	94	2	cnn	cnn	PROPN
easat-2140	94	3	model	model	NOUN
easat-2140	94	4	for	for	ADP
easat-2140	94	5	automated	automate	VERB
easat-2140	94	6	glaucoma	glaucoma	NOUN
easat-2140	94	7	diagnosis	diagnosis	NOUN
easat-2140	94	8	developed	develop	VERB
easat-2140	94	9	by	by	ADP
easat-2140	94	10	sharma	sharma	PROPN
easat-2140	94	11	et	et	PROPN
easat-2140	94	12	al	al	PROPN
easat-2140	94	13	.	.	PROPN
easat-2140	94	14	,	,	PUNCT
easat-2140	95	1	[	[	X
easat-2140	95	2	20	20	NUM
easat-2140	95	3	]	]	PUNCT
easat-2140	95	4	can	can	AUX
easat-2140	95	5	be	be	AUX
easat-2140	95	6	useful	useful	ADJ
easat-2140	95	7	for	for	ADP
easat-2140	95	8	a	a	DET
easat-2140	95	9	variety	variety	NOUN
easat-2140	95	10	of	of	ADP
easat-2140	95	11	supply	supply	NOUN
easat-2140	95	12	chain	chain	NOUN
easat-2140	95	13	management	management	NOUN
easat-2140	95	14	network	network	NOUN
easat-2140	95	15	participants	participant	NOUN
easat-2140	95	16	.	.	PUNCT
easat-2140	96	1	eye	eye	NOUN
easat-2140	96	2	hospitals	hospital	NOUN
easat-2140	96	3	,	,	PUNCT
easat-2140	96	4	other	other	ADJ
easat-2140	96	5	healthcare	healthcare	NOUN
easat-2140	96	6	providers	provider	NOUN
easat-2140	96	7	,	,	PUNCT
easat-2140	96	8	physicians	physician	NOUN
easat-2140	96	9	,	,	PUNCT
easat-2140	96	10	companies	company	NOUN
easat-2140	96	11	,	,	PUNCT
easat-2140	96	12	and	and	CCONJ
easat-2140	96	13	so	so	ADV
easat-2140	96	14	on	on	ADV
easat-2140	96	15	are	be	AUX
easat-2140	96	16	all	all	PRON
easat-2140	96	17	examples	example	NOUN
easat-2140	96	18	of	of	ADP
easat-2140	96	19	stakeholders	stakeholder	NOUN
easat-2140	96	20	.	.	PUNCT
easat-2140	97	1	three	three	NUM
easat-2140	97	2	convolution	convolution	NOUN
easat-2140	97	3	layers	layer	NOUN
easat-2140	97	4	and	and	CCONJ
easat-2140	97	5	one	one	NUM
easat-2140	97	6	flattening	flattening	NOUN
easat-2140	97	7	layer	layer	NOUN
easat-2140	97	8	make	make	VERB
easat-2140	97	9	up	up	ADP
easat-2140	97	10	the	the	DET
easat-2140	97	11	four	four	NUM
easat-2140	97	12	learnable	learnable	ADJ
easat-2140	97	13	layers	layer	NOUN
easat-2140	97	14	of	of	ADP
easat-2140	97	15	the	the	DET
easat-2140	97	16	deployed	deploy	VERB
easat-2140	97	17	model	model	NOUN
easat-2140	97	18	.	.	PUNCT
easat-2140	98	1	learning	learn	VERB
easat-2140	98	2	the	the	DET
easat-2140	98	3	deep	deep	ADJ
easat-2140	98	4	features	feature	NOUN
easat-2140	98	5	with	with	ADP
easat-2140	98	6	the	the	DET
easat-2140	98	7	fewest	few	ADJ
easat-2140	98	8	adjustable	adjustable	ADJ
easat-2140	98	9	parameters	parameter	NOUN
easat-2140	98	10	was	be	AUX
easat-2140	98	11	the	the	DET
easat-2140	98	12	goal	goal	NOUN
easat-2140	98	13	of	of	ADP
easat-2140	98	14	the	the	DET
easat-2140	98	15	customised	customised	ADJ
easat-2140	98	16	cnn	cnn	PROPN
easat-2140	98	17	model	model	PROPN
easat-2140	98	18	.	.	PUNCT
easat-2140	99	1	afterwards	afterwards	ADV
easat-2140	99	2	,	,	PUNCT
easat-2140	99	3	a	a	DET
easat-2140	99	4	methodology	methodology	NOUN
easat-2140	99	5	that	that	PRON
easat-2140	99	6	combines	combine	VERB
easat-2140	99	7	linear	linear	ADJ
easat-2140	99	8	discriminant	discriminant	ADJ
easat-2140	99	9	analysis	analysis	NOUN
easat-2140	99	10	(	(	PUNCT
easat-2140	99	11	lda	lda	PROPN
easat-2140	99	12	)	)	PUNCT
easat-2140	99	13	with	with	ADP
easat-2140	99	14	principal	principal	ADJ
easat-2140	99	15	component	component	NOUN
easat-2140	99	16	to	to	PART
easat-2140	99	17	decrease	decrease	VERB
easat-2140	99	18	the	the	DET
easat-2140	99	19	dimensionality	dimensionality	NOUN
easat-2140	99	20	of	of	ADP
easat-2140	99	21	feature	feature	NOUN
easat-2140	99	22	sets	set	NOUN
easat-2140	99	23	.	.	PUNCT
easat-2140	100	1	lastly	lastly	ADV
easat-2140	100	2	,	,	PUNCT
easat-2140	100	3	an	an	DET
easat-2140	100	4	extreme	extreme	ADJ
easat-2140	100	5	learning	learning	NOUN
easat-2140	100	6	machine	machine	NOUN
easat-2140	100	7	(	(	PUNCT
easat-2140	100	8	elm	elm	PROPN
easat-2140	100	9	)	)	PUNCT
easat-2140	100	10	is	be	AUX
easat-2140	100	11	used	use	VERB
easat-2140	100	12	to	to	PART
easat-2140	100	13	do	do	VERB
easat-2140	100	14	the	the	DET
easat-2140	100	15	categorization	categorization	NOUN
easat-2140	100	16	.	.	PUNCT
easat-2140	101	1	the	the	DET
easat-2140	101	2	mod	mod	ADJ
easat-2140	101	3	-	-	PUNCT
easat-2140	101	4	pso	pso	NOUN
easat-2140	101	5	method	method	NOUN
easat-2140	101	6	is	be	AUX
easat-2140	101	7	used	use	VERB
easat-2140	101	8	to	to	PART
easat-2140	101	9	optimise	optimise	VERB
easat-2140	101	10	the	the	DET
easat-2140	101	11	hidden	hide	VERB
easat-2140	101	12	node	node	ADJ
easat-2140	101	13	parameters	parameter	NOUN
easat-2140	101	14	of	of	ADP
easat-2140	101	15	elm	elm	PROPN
easat-2140	101	16	.	.	PUNCT
easat-2140	102	1	using	use	VERB
easat-2140	102	2	5	5	NUM
easat-2140	102	3	-	-	ADJ
easat-2140	102	4	fold	fold	ADJ
easat-2140	102	5	stratified	stratified	ADJ
easat-2140	102	6	cross	cross	NOUN
easat-2140	102	7	-	-	ADJ
easat-2140	102	8	validation	validation	NOUN
easat-2140	102	9	improved	improve	VERB
easat-2140	102	10	the	the	DET
easat-2140	102	11	proposed	propose	VERB
easat-2140	102	12	model	model	NOUN
easat-2140	102	13	's	's	PART
easat-2140	102	14	generalised	generalise	VERB
easat-2140	102	15	performance	performance	NOUN
easat-2140	102	16	.	.	PUNCT
easat-2140	103	1	g1020	g1020	VERB
easat-2140	103	2	and	and	CCONJ
easat-2140	103	3	origa	origa	PROPN
easat-2140	103	4	are	be	AUX
easat-2140	103	5	two	two	NUM
easat-2140	103	6	industry	industry	NOUN
easat-2140	103	7	-	-	PUNCT
easat-2140	103	8	standard	standard	ADJ
easat-2140	103	9	datasets	dataset	NOUN
easat-2140	103	10	that	that	PRON
easat-2140	103	11	the	the	DET
easat-2140	103	12	suggested	suggest	VERB
easat-2140	103	13	model	model	NOUN
easat-2140	103	14	was	be	AUX
easat-2140	103	15	tested	test	VERB
easat-2140	103	16	on	on	ADP
easat-2140	103	17	.	.	PUNCT
easat-2140	104	1	tests	test	NOUN
easat-2140	104	2	conducted	conduct	VERB
easat-2140	104	3	on	on	ADP
easat-2140	104	4	the	the	DET
easat-2140	104	5	g1020	g1020	NOUN
easat-2140	104	6	besides	besides	SCONJ
easat-2140	104	7	origa	origa	PROPN
easat-2140	104	8	datasets	dataset	NOUN
easat-2140	104	9	demonstrate	demonstrate	VERB
easat-2140	104	10	that	that	SCONJ
easat-2140	104	11	the	the	DET
easat-2140	104	12	suggested	suggest	VERB
easat-2140	104	13	cad	cad	PROPN
easat-2140	104	14	model	model	NOUN
easat-2140	104	15	achieves	achieve	VERB
easat-2140	104	16	97.80	97.80	NUM
easat-2140	104	17	%	%	NOUN
easat-2140	104	18	and	and	CCONJ
easat-2140	104	19	98.46	98.46	NUM
easat-2140	104	20	%	%	NOUN
easat-2140	104	21	accuracy	accuracy	NOUN
easat-2140	104	22	,	,	PUNCT
easat-2140	104	23	respectively	respectively	ADV
easat-2140	104	24	.	.	PUNCT
easat-2140	105	1	network	network	NOUN
easat-2140	105	2	decision	decision	NOUN
easat-2140	105	3	-	-	PUNCT
easat-2140	105	4	makers	maker	NOUN
easat-2140	105	5	in	in	ADP
easat-2140	105	6	supply	supply	NOUN
easat-2140	105	7	chain	chain	NOUN
easat-2140	105	8	management	management	NOUN
easat-2140	105	9	may	may	AUX
easat-2140	105	10	benefit	benefit	VERB
easat-2140	105	11	from	from	ADP
easat-2140	105	12	the	the	DET
easat-2140	105	13	tailored	tailored	ADJ
easat-2140	105	14	cnn	cnn	PROPN
easat-2140	105	15	model	model	NOUN
easat-2140	105	16	,	,	PUNCT
easat-2140	105	17	which	which	PRON
easat-2140	105	18	outperforms	outperform	VERB
easat-2140	105	19	other	other	ADJ
easat-2140	105	20	state	state	NOUN
easat-2140	105	21	-	-	PUNCT
easat-2140	105	22	of	of	ADP
easat-2140	105	23	-	-	PUNCT
easat-2140	105	24	the	the	DET
easat-2140	105	25	-	-	PUNCT
easat-2140	105	26	art	art	NOUN
easat-2140	105	27	representations	representation	NOUN
easat-2140	105	28	using	use	VERB
easat-2140	105	29	a	a	DET
easat-2140	105	30	far	far	ADV
easat-2140	105	31	less	less	ADJ
easat-2140	105	32	amount	amount	NOUN
easat-2140	105	33	of	of	ADP
easat-2140	105	34	variables	variable	NOUN
easat-2140	105	35	.	.	PUNCT
easat-2140	106	1	using	use	VERB
easat-2140	106	2	four	four	NUM
easat-2140	106	3	different	different	ADJ
easat-2140	106	4	scan	scan	ADJ
easat-2140	106	5	patterns	pattern	NOUN
easat-2140	106	6	across	across	ADP
easat-2140	106	7	three	three	NUM
easat-2140	106	8	different	different	ADJ
easat-2140	106	9	locations	location	NOUN
easat-2140	106	10	,	,	PUNCT
easat-2140	106	11	liu	liu	PROPN
easat-2140	106	12	et	et	PROPN
easat-2140	106	13	al	al	PROPN
easat-2140	106	14	.	.	PROPN
easat-2140	106	15	,	,	PUNCT
easat-2140	107	1	[	[	X
easat-2140	107	2	21	21	NUM
easat-2140	107	3	]	]	PUNCT
easat-2140	107	4	compiled	compile	VERB
easat-2140	107	5	a	a	DET
easat-2140	107	6	unique	unique	ADJ
easat-2140	107	7	dataset	dataset	NOUN
easat-2140	107	8	called	call	VERB
easat-2140	107	9	mrmsg	mrmsg	PROPN
easat-2140	107	10	-	-	PUNCT
easat-2140	107	11	oct	oct	NOUN
easat-2140	107	12	.	.	PUNCT
easat-2140	108	1	when	when	SCONJ
easat-2140	108	2	compared	compare	VERB
easat-2140	108	3	to	to	ADP
easat-2140	108	4	the	the	DET
easat-2140	108	5	single	single	ADJ
easat-2140	108	6	scan	scan	NOUN
easat-2140	108	7	-	-	PUNCT
easat-2140	108	8	pattern	pattern	NOUN
easat-2140	108	9	besides	besides	SCONJ
easat-2140	108	10	single	single	ADJ
easat-2140	108	11	region	region	NOUN
easat-2140	108	12	-	-	PUNCT
easat-2140	108	13	based	base	VERB
easat-2140	108	14	representations	representation	NOUN
easat-2140	108	15	,	,	PUNCT
easat-2140	108	16	our	our	PRON
easat-2140	108	17	suggested	suggest	VERB
easat-2140	108	18	perfect	perfect	ADJ
easat-2140	108	19	outperforms	outperform	VERB
easat-2140	108	20	them	they	PRON
easat-2140	108	21	in	in	ADP
easat-2140	108	22	both	both	CCONJ
easat-2140	108	23	the	the	DET
easat-2140	108	24	experiments	experiment	NOUN
easat-2140	108	25	and	and	CCONJ
easat-2140	108	26	the	the	DET
easat-2140	108	27	visual	visual	ADJ
easat-2140	108	28	feature	feature	NOUN
easat-2140	108	29	maps	map	NOUN
easat-2140	108	30	.	.	PUNCT
easat-2140	109	1	in	in	ADP
easat-2140	109	2	addition	addition	NOUN
easat-2140	109	3	,	,	PUNCT
easat-2140	109	4	our	our	PRON
easat-2140	109	5	suggested	suggest	VERB
easat-2140	109	6	fusion	fusion	NOUN
easat-2140	109	7	modules	module	NOUN
easat-2140	109	8	outperform	outperform	VERB
easat-2140	109	9	the	the	DET
easat-2140	109	10	average	average	ADJ
easat-2140	109	11	fusion	fusion	NOUN
easat-2140	109	12	strategy	strategy	NOUN
easat-2140	109	13	.	.	PUNCT
easat-2140	110	1	this	this	PRON
easat-2140	110	2	is	be	AUX
easat-2140	110	3	especially	especially	ADV
easat-2140	110	4	true	true	ADJ
easat-2140	110	5	when	when	SCONJ
easat-2140	110	6	it	it	PRON
easat-2140	110	7	comes	come	VERB
easat-2140	110	8	to	to	ADP
easat-2140	110	9	reversing	reverse	VERB
easat-2140	110	10	the	the	DET
easat-2140	110	11	presentation	presentation	NOUN
easat-2140	110	12	degradation	degradation	NOUN
easat-2140	110	13	seen	see	VERB
easat-2140	110	14	in	in	ADP
easat-2140	110	15	models	model	NOUN
easat-2140	110	16	with	with	ADP
easat-2140	110	17	fixed	fix	VERB
easat-2140	110	18	weights	weight	NOUN
easat-2140	110	19	.	.	PUNCT
easat-2140	111	1	it	it	PRON
easat-2140	111	2	supports	support	VERB
easat-2140	111	3	the	the	DET
easat-2140	111	4	effectiveness	effectiveness	NOUN
easat-2140	111	5	of	of	ADP
easat-2140	111	6	the	the	DET
easat-2140	111	7	dynamic	dynamic	ADJ
easat-2140	111	8	region	region	NOUN
easat-2140	111	9	scores	score	NOUN
easat-2140	111	10	that	that	PRON
easat-2140	111	11	we	we	PRON
easat-2140	111	12	propose	propose	VERB
easat-2140	111	13	,	,	PUNCT
easat-2140	111	14	which	which	PRON
easat-2140	111	15	can	can	AUX
easat-2140	111	16	be	be	AUX
easat-2140	111	17	adjusted	adjust	VERB
easat-2140	111	18	to	to	ADP
easat-2140	111	19	different	different	ADJ
easat-2140	111	20	samples	sample	NOUN
easat-2140	111	21	.	.	PUNCT
easat-2140	112	1	the	the	DET
easat-2140	112	2	resulting	result	VERB
easat-2140	112	3	region	region	NOUN
easat-2140	112	4	contribution	contribution	NOUN
easat-2140	112	5	ratings	rating	NOUN
easat-2140	112	6	further	far	ADV
easat-2140	112	7	improve	improve	VERB
easat-2140	112	8	the	the	DET
easat-2140	112	9	model	model	NOUN
easat-2140	112	10	's	's	PART
easat-2140	112	11	interpretability	interpretability	NOUN
easat-2140	112	12	and	and	CCONJ
easat-2140	112	13	provide	provide	VERB
easat-2140	112	14	a	a	DET
easat-2140	112	15	summary	summary	NOUN
easat-2140	112	16	of	of	ADP
easat-2140	112	17	process	process	NOUN
easat-2140	112	18	,	,	PUNCT
easat-2140	112	19	which	which	PRON
easat-2140	112	20	helps	help	VERB
easat-2140	112	21	ophthalmologists	ophthalmologist	NOUN
easat-2140	112	22	prioritise	prioritise	ADJ
easat-2140	112	23	areas	area	NOUN
easat-2140	112	24	with	with	ADP
easat-2140	112	25	high	high	ADJ
easat-2140	112	26	scores	score	NOUN
easat-2140	112	27	and	and	CCONJ
easat-2140	112	28	improves	improve	VERB
easat-2140	112	29	clinical	clinical	ADJ
easat-2140	112	30	practice	practice	NOUN
easat-2140	112	31	competence	competence	NOUN
easat-2140	112	32	.	.	PUNCT
easat-2140	113	1	3	3	X
easat-2140	113	2	.	.	NUM
easat-2140	113	3	proposed	propose	VERB
easat-2140	113	4	model	model	NOUN
easat-2140	113	5	the	the	DET
easat-2140	113	6	segmentation	segmentation	NOUN
easat-2140	113	7	and	and	CCONJ
easat-2140	113	8	classification	classification	NOUN
easat-2140	113	9	of	of	ADP
easat-2140	113	10	glaucoma	glaucoma	NOUN
easat-2140	113	11	detection	detection	NOUN
easat-2140	113	12	is	be	AUX
easat-2140	113	13	carried	carry	VERB
easat-2140	113	14	out	out	ADP
easat-2140	113	15	in	in	ADP
easat-2140	113	16	this	this	DET
easat-2140	113	17	research	research	NOUN
easat-2140	113	18	work	work	NOUN
easat-2140	113	19	and	and	CCONJ
easat-2140	113	20	it	it	PRON
easat-2140	113	21	is	be	AUX
easat-2140	113	22	mentioned	mention	VERB
easat-2140	113	23	in	in	ADP
easat-2140	113	24	figure	figure	NOUN
easat-2140	113	25	3	3	NUM
easat-2140	113	26	.	.	X
easat-2140	114	1	698	698	NUM
easat-2140	114	2	edelweiss	edelweiss	PROPN
easat-2140	114	3	applied	apply	VERB
easat-2140	114	4	science	science	NOUN
easat-2140	114	5	and	and	CCONJ
easat-2140	114	6	technology	technology	NOUN
easat-2140	114	7	issn	issn	PROPN
easat-2140	114	8	:	:	PUNCT
easat-2140	114	9	2576	2576	NUM
easat-2140	114	10	-	-	SYM
easat-2140	114	11	8484	8484	NUM
easat-2140	114	12	vol	vol	NOUN
easat-2140	114	13	.	.	PROPN
easat-2140	114	14	8	8	NUM
easat-2140	114	15	,	,	PUNCT
easat-2140	114	16	no	no	INTJ
easat-2140	114	17	.	.	NOUN
easat-2140	115	1	6	6	NUM
easat-2140	115	2	:	:	SYM
easat-2140	115	3	694	694	NUM
easat-2140	115	4	-	-	SYM
easat-2140	115	5	706	706	NUM
easat-2140	115	6	,	,	PUNCT
easat-2140	115	7	2024	2024	NUM
easat-2140	115	8	doi	doi	NOUN
easat-2140	115	9	:	:	PUNCT
easat-2140	115	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	115	11	©	©	PROPN
easat-2140	115	12	2024	2024	NUM
easat-2140	115	13	by	by	ADP
easat-2140	115	14	the	the	DET
easat-2140	115	15	authors	author	NOUN
easat-2140	115	16	;	;	PUNCT
easat-2140	115	17	licensee	licensee	PROPN
easat-2140	115	18	learning	learn	VERB
easat-2140	115	19	gate	gate	PROPN
easat-2140	115	20	figure	figure	NOUN
easat-2140	115	21	3	3	NUM
easat-2140	115	22	.	.	PUNCT
easat-2140	115	23	workflow	workflow	NOUN
easat-2140	115	24	of	of	ADP
easat-2140	115	25	the	the	DET
easat-2140	115	26	proposed	propose	VERB
easat-2140	115	27	model	model	NOUN
easat-2140	115	28	.	.	PUNCT
easat-2140	116	1	3.1	3.1	NUM
easat-2140	116	2	.	.	PUNCT
easat-2140	116	3	dataset	dataset	ADJ
easat-2140	116	4	details	detail	NOUN
easat-2140	116	5	in	in	ADP
easat-2140	116	6	order	order	NOUN
easat-2140	116	7	to	to	PART
easat-2140	116	8	give	give	VERB
easat-2140	116	9	a	a	DET
easat-2140	116	10	solution	solution	NOUN
easat-2140	116	11	that	that	PRON
easat-2140	116	12	can	can	AUX
easat-2140	116	13	be	be	AUX
easat-2140	116	14	used	use	VERB
easat-2140	116	15	to	to	ADP
easat-2140	116	16	all	all	DET
easat-2140	116	17	cases	case	NOUN
easat-2140	116	18	,	,	PUNCT
easat-2140	116	19	this	this	DET
easat-2140	116	20	study	study	NOUN
easat-2140	116	21	takes	take	VERB
easat-2140	116	22	into	into	ADP
easat-2140	116	23	account	account	NOUN
easat-2140	116	24	three	three	NUM
easat-2140	116	25	distinct	distinct	ADJ
easat-2140	116	26	datasets	dataset	NOUN
easat-2140	116	27	of	of	ADP
easat-2140	116	28	fundus	fundus	NOUN
easat-2140	116	29	images	image	NOUN
easat-2140	116	30	.	.	PUNCT
easat-2140	117	1	all	all	DET
easat-2140	117	2	three	three	NUM
easat-2140	117	3	of	of	ADP
easat-2140	117	4	these	these	DET
easat-2140	117	5	datasets	dataset	NOUN
easat-2140	117	6	are	be	AUX
easat-2140	117	7	named	name	VERB
easat-2140	117	8	rimone	rimone	NOUN
easat-2140	117	9	,	,	PUNCT
easat-2140	117	10	acrima	acrima	PROPN
easat-2140	117	11	,	,	PUNCT
easat-2140	117	12	and	and	CCONJ
easat-2140	117	13	origa	origa	PROPN
easat-2140	117	14	.	.	PUNCT
easat-2140	118	1	table	table	NOUN
easat-2140	118	2	1	1	NUM
easat-2140	118	3	delivers	deliver	VERB
easat-2140	118	4	an	an	DET
easat-2140	118	5	overview	overview	NOUN
easat-2140	118	6	of	of	ADP
easat-2140	118	7	the	the	DET
easat-2140	118	8	datasets	dataset	NOUN
easat-2140	118	9	.	.	PUNCT
easat-2140	119	1	among	among	ADP
easat-2140	119	2	the	the	DET
easat-2140	119	3	relevant	relevant	ADJ
easat-2140	119	4	research	research	NOUN
easat-2140	119	5	that	that	PRON
easat-2140	119	6	have	have	AUX
easat-2140	119	7	made	make	VERB
easat-2140	119	8	use	use	NOUN
easat-2140	119	9	of	of	ADP
easat-2140	119	10	these	these	DET
easat-2140	119	11	datasets	dataset	NOUN
easat-2140	119	12	,	,	PUNCT
easat-2140	119	13	rim	rim	PROPN
easat-2140	119	14	-	-	PUNCT
easat-2140	119	15	one	one	NUM
easat-2140	119	16	stands	stand	VERB
easat-2140	119	17	out	out	ADP
easat-2140	119	18	as	as	ADP
easat-2140	119	19	the	the	DET
easat-2140	119	20	most	most	ADV
easat-2140	119	21	-	-	PUNCT
easat-2140	119	22	cited	cite	VERB
easat-2140	119	23	one	one	NUM
easat-2140	119	24	.	.	PUNCT
easat-2140	120	1	table	table	NOUN
easat-2140	120	2	1	1	NUM
easat-2140	120	3	.	.	PUNCT
easat-2140	121	1	rapid	rapid	ADJ
easat-2140	121	2	of	of	ADP
easat-2140	121	3	fundus	fundus	NOUN
easat-2140	121	4	image	image	NOUN
easat-2140	121	5	datasets	dataset	NOUN
easat-2140	121	6	.	.	PUNCT
easat-2140	122	1	dataset	dataset	ADJ
easat-2140	122	2	image	image	NOUN
easat-2140	122	3	rim	rim	PROPN
easat-2140	122	4	-	-	PUNCT
easat-2140	122	5	one	one	NUM
easat-2140	122	6	942	942	NUM
easat-2140	122	7	acrima	acrima	NOUN
easat-2140	122	8	705	705	NUM
easat-2140	122	9	origa	origa	NOUN
easat-2140	122	10	650	650	NUM
easat-2140	122	11	the	the	DET
easat-2140	122	12	fundus	fundus	NOUN
easat-2140	122	13	image	image	NOUN
easat-2140	122	14	collection	collection	NOUN
easat-2140	122	15	that	that	PRON
easat-2140	122	16	is	be	AUX
easat-2140	122	17	available	available	ADJ
easat-2140	122	18	to	to	ADP
easat-2140	122	19	the	the	DET
easat-2140	122	20	public	public	NOUN
easat-2140	122	21	is	be	AUX
easat-2140	122	22	called	call	VERB
easat-2140	122	23	rim	rim	PROPN
easat-2140	122	24	-	-	PUNCT
easat-2140	122	25	one	one	NUM
easat-2140	122	26	,	,	PUNCT
easat-2140	122	27	which	which	PRON
easat-2140	122	28	stands	stand	VERB
easat-2140	122	29	for	for	ADP
easat-2140	122	30	retinal	retinal	ADJ
easat-2140	122	31	image	image	NOUN
easat-2140	122	32	database	database	NOUN
easat-2140	122	33	for	for	ADP
easat-2140	122	34	evaluation	evaluation	NOUN
easat-2140	122	35	.	.	PUNCT
easat-2140	123	1	monocular	monocular	ADJ
easat-2140	123	2	and	and	CCONJ
easat-2140	123	3	stereoscopic	stereoscopic	ADJ
easat-2140	123	4	pictures	picture	NOUN
easat-2140	123	5	are	be	AUX
easat-2140	123	6	two	two	NUM
easat-2140	123	7	of	of	ADP
easat-2140	123	8	the	the	DET
easat-2140	123	9	three	three	NUM
easat-2140	123	10	releases	release	NOUN
easat-2140	123	11	.	.	PUNCT
easat-2140	124	1	there	there	PRON
easat-2140	124	2	are	be	VERB
easat-2140	124	3	a	a	DET
easat-2140	124	4	total	total	NOUN
easat-2140	124	5	of	of	ADP
easat-2140	124	6	169	169	NUM
easat-2140	124	7	monosporic	monosporic	ADJ
easat-2140	124	8	photos	photo	NOUN
easat-2140	124	9	in	in	ADP
easat-2140	124	10	the	the	DET
easat-2140	124	11	initial	initial	ADJ
easat-2140	124	12	release	release	NOUN
easat-2140	124	13	,	,	PUNCT
easat-2140	124	14	with	with	ADP
easat-2140	124	15	51	51	NUM
easat-2140	124	16	of	of	ADP
easat-2140	124	17	those	those	DET
easat-2140	124	18	images	image	NOUN
easat-2140	124	19	pertaining	pertain	VERB
easat-2140	124	20	to	to	ADP
easat-2140	124	21	glaucoma	glaucoma	NOUN
easat-2140	124	22	and	and	CCONJ
easat-2140	124	23	118	118	NUM
easat-2140	124	24	to	to	ADP
easat-2140	124	25	normal	normal	ADJ
easat-2140	124	26	eyes	eye	NOUN
easat-2140	124	27	.	.	PUNCT
easat-2140	125	1	four	four	NUM
easat-2140	125	2	hundred	hundred	NUM
easat-2140	125	3	fifty	fifty	NUM
easat-2140	125	4	monosporic	monosporic	ADJ
easat-2140	125	5	pictures	picture	NOUN
easat-2140	125	6	,	,	PUNCT
easat-2140	125	7	including	include	VERB
easat-2140	125	8	two	two	NUM
easat-2140	125	9	hundred	hundred	NUM
easat-2140	125	10	glaucomatous	glaucomatous	ADJ
easat-2140	125	11	and	and	CCONJ
easat-2140	125	12	two	two	NUM
easat-2140	125	13	hundred	hundred	NUM
easat-2140	125	14	and	and	CCONJ
easat-2140	125	15	fifty	fifty	NUM
easat-2140	125	16	normal	normal	ADJ
easat-2140	125	17	images	image	NOUN
easat-2140	125	18	,	,	PUNCT
easat-2140	125	19	make	make	VERB
easat-2140	125	20	up	up	ADP
easat-2140	125	21	the	the	DET
easat-2140	125	22	second	second	ADJ
easat-2140	125	23	release	release	NOUN
easat-2140	125	24	.	.	PUNCT
easat-2140	126	1	in	in	ADP
easat-2140	126	2	the	the	DET
easat-2140	126	3	most	most	ADV
easat-2140	126	4	recent	recent	ADJ
easat-2140	126	5	iteration	iteration	NOUN
easat-2140	126	6	,	,	PUNCT
easat-2140	126	7	318	318	NUM
easat-2140	126	8	monosporic	monosporic	ADJ
easat-2140	126	9	photos	photo	NOUN
easat-2140	126	10	were	be	AUX
easat-2140	126	11	culled	cull	VERB
easat-2140	126	12	from	from	ADP
easat-2140	126	13	170	170	NUM
easat-2140	126	14	healthy	healthy	ADJ
easat-2140	126	15	photographs	photograph	NOUN
easat-2140	126	16	and	and	CCONJ
easat-2140	126	17	148	148	NUM
easat-2140	126	18	images	image	NOUN
easat-2140	126	19	with	with	ADP
easat-2140	126	20	glaucoma	glaucoma	NOUN
easat-2140	126	21	.	.	PUNCT
easat-2140	127	1	we	we	PRON
easat-2140	127	2	got	get	VERB
easat-2140	127	3	942	942	NUM
easat-2140	127	4	fundus	fundus	NOUN
easat-2140	127	5	photos	photo	NOUN
easat-2140	127	6	in	in	ADP
easat-2140	127	7	total	total	NOUN
easat-2140	127	8	,	,	PUNCT
easat-2140	127	9	with	with	ADP
easat-2140	127	10	399	399	NUM
easat-2140	127	11	showing	show	VERB
easat-2140	127	12	glaucomatous	glaucomatous	ADJ
easat-2140	127	13	lesions	lesion	NOUN
easat-2140	127	14	and	and	CCONJ
easat-2140	127	15	543	543	NUM
easat-2140	127	16	showing	show	VERB
easat-2140	127	17	normal	normal	ADJ
easat-2140	127	18	ones	one	NOUN
easat-2140	127	19	.	.	PUNCT
easat-2140	128	1	further	far	ADV
easat-2140	128	2	,	,	PUNCT
easat-2140	128	3	a	a	DET
easat-2140	128	4	mask	mask	NOUN
easat-2140	128	5	of	of	ADP
easat-2140	128	6	each	each	DET
easat-2140	128	7	fundus	fundus	NOUN
easat-2140	128	8	picture	picture	NOUN
easat-2140	128	9	is	be	AUX
easat-2140	128	10	needed	need	VERB
easat-2140	128	11	for	for	SCONJ
easat-2140	128	12	the	the	DET
easat-2140	128	13	segmentation	segmentation	NOUN
easat-2140	128	14	method	method	NOUN
easat-2140	128	15	to	to	PART
easat-2140	128	16	be	be	AUX
easat-2140	128	17	implemented	implement	VERB
easat-2140	128	18	.	.	PUNCT
easat-2140	129	1	while	while	SCONJ
easat-2140	129	2	optic	optic	ADJ
easat-2140	129	3	disc	disc	NOUN
easat-2140	129	4	masks	mask	NOUN
easat-2140	129	5	are	be	AUX
easat-2140	129	6	exclusive	exclusive	ADJ
easat-2140	129	7	to	to	ADP
easat-2140	129	8	the	the	DET
easat-2140	129	9	rimone	rimone	NOUN
easat-2140	129	10	version	version	NOUN
easat-2140	129	11	1	1	NUM
easat-2140	129	12	dataset	dataset	NOUN
easat-2140	129	13	,	,	PUNCT
easat-2140	129	14	cup	cup	NOUN
easat-2140	129	15	masks	mask	NOUN
easat-2140	129	16	are	be	AUX
easat-2140	129	17	constant	constant	ADJ
easat-2140	129	18	throughout	throughout	ADP
easat-2140	129	19	rim	rim	PROPN
easat-2140	129	20	-	-	PUNCT
easat-2140	129	21	one	one	NUM
easat-2140	129	22	version	version	NOUN
easat-2140	129	23	3	3	NUM
easat-2140	129	24	.	.	PUNCT
easat-2140	130	1	in	in	ADP
easat-2140	130	2	finish	finish	NOUN
easat-2140	130	3	the	the	DET
easat-2140	130	4	segmentation	segmentation	NOUN
easat-2140	130	5	method	method	NOUN
easat-2140	130	6	,	,	PUNCT
easat-2140	130	7	we	we	PRON
easat-2140	130	8	used	use	VERB
easat-2140	130	9	www.apeer.com	www.apeer.com	X
easat-2140	130	10	to	to	PART
easat-2140	130	11	construct	construct	VERB
easat-2140	130	12	masks	mask	NOUN
easat-2140	130	13	from	from	ADP
easat-2140	130	14	the	the	DET
easat-2140	130	15	outstanding	outstanding	ADJ
easat-2140	130	16	dataset	dataset	NOUN
easat-2140	130	17	.	.	PUNCT
easat-2140	131	1	creating	create	VERB
easat-2140	131	2	the	the	DET
easat-2140	131	3	mask	mask	NOUN
easat-2140	131	4	is	be	AUX
easat-2140	131	5	detailed	detail	VERB
easat-2140	131	6	further	far	ADV
easat-2140	131	7	down	down	ADP
easat-2140	131	8	this	this	DET
easat-2140	131	9	page	page	NOUN
easat-2140	131	10	.	.	PUNCT
easat-2140	132	1	there	there	PRON
easat-2140	132	2	are	be	VERB
easat-2140	132	3	705	705	NUM
easat-2140	132	4	fundus	fundus	NOUN
easat-2140	132	5	photos	photo	NOUN
easat-2140	132	6	in	in	ADP
easat-2140	132	7	the	the	DET
easat-2140	132	8	acrima	acrima	PROPN
easat-2140	132	9	dataset	dataset	NOUN
easat-2140	132	10	,	,	PUNCT
easat-2140	132	11	396	396	NUM
easat-2140	132	12	of	of	ADP
easat-2140	132	13	which	which	PRON
easat-2140	132	14	are	be	AUX
easat-2140	132	15	glaucomatous	glaucomatous	ADJ
easat-2140	132	16	besides	besides	SCONJ
easat-2140	132	17	309	309	NUM
easat-2140	132	18	of	of	ADP
easat-2140	132	19	which	which	PRON
easat-2140	132	20	are	be	AUX
easat-2140	132	21	normal	normal	ADJ
easat-2140	132	22	.	.	PUNCT
easat-2140	133	1	the	the	DET
easat-2140	133	2	dataset	dataset	NOUN
easat-2140	133	3	is	be	AUX
easat-2140	133	4	open	open	ADJ
easat-2140	133	5	to	to	ADP
easat-2140	133	6	the	the	DET
easat-2140	133	7	public	public	NOUN
easat-2140	133	8	.	.	PUNCT
easat-2140	134	1	annotations	annotation	NOUN
easat-2140	134	2	have	have	AUX
easat-2140	134	3	been	be	AUX
easat-2140	134	4	made	make	VERB
easat-2140	134	5	to	to	ADP
easat-2140	134	6	every	every	DET
easat-2140	134	7	image	image	NOUN
easat-2140	134	8	in	in	ADP
easat-2140	134	9	the	the	DET
easat-2140	134	10	acrima	acrima	PROPN
easat-2140	134	11	glaucoma	glaucoma	NOUN
easat-2140	134	12	doctors	doctor	NOUN
easat-2140	134	13	with	with	ADP
easat-2140	134	14	a	a	DET
easat-2140	134	15	combined	combine	VERB
easat-2140	134	16	eight	eight	NUM
easat-2140	134	17	years	year	NOUN
easat-2140	134	18	of	of	ADP
easat-2140	134	19	expertise	expertise	NOUN
easat-2140	134	20	.	.	PUNCT
easat-2140	135	1	also	also	ADV
easat-2140	135	2	,	,	PUNCT
easat-2140	135	3	the	the	DET
easat-2140	135	4	acrima	acrima	PROPN
easat-2140	135	5	database	database	NOUN
easat-2140	135	6	does	do	AUX
easat-2140	135	7	not	not	PART
easat-2140	135	8	have	have	VERB
easat-2140	135	9	optic	optic	ADJ
easat-2140	135	10	cup	cup	NOUN
easat-2140	135	11	masks	mask	NOUN
easat-2140	135	12	or	or	CCONJ
easat-2140	135	13	segmented	segment	VERB
easat-2140	135	14	optic	optic	ADJ
easat-2140	135	15	disc	disc	NOUN
easat-2140	135	16	masks	mask	NOUN
easat-2140	135	17	.	.	PUNCT
easat-2140	136	1	six	six	NUM
easat-2140	136	2	hundred	hundred	NUM
easat-2140	136	3	and	and	CCONJ
easat-2140	136	4	fifty	fifty	NUM
easat-2140	136	5	fundus	fundus	NOUN
easat-2140	136	6	photos	photo	NOUN
easat-2140	136	7	,	,	PUNCT
easat-2140	136	8	including	include	VERB
easat-2140	136	9	one	one	NUM
easat-2140	136	10	hundred	hundred	NUM
easat-2140	136	11	eighty	eighty	NUM
easat-2140	136	12	-	-	PUNCT
easat-2140	136	13	eight	eight	NUM
easat-2140	136	14	images	image	NOUN
easat-2140	136	15	of	of	ADP
easat-2140	136	16	glaucomatous	glaucomatous	ADJ
easat-2140	136	17	and	and	CCONJ
easat-2140	136	18	four	four	NUM
easat-2140	136	19	hundred	hundred	NUM
easat-2140	136	20	and	and	CCONJ
easat-2140	136	21	eighty	eighty	NUM
easat-2140	136	22	-	-	PUNCT
easat-2140	136	23	two	two	NUM
easat-2140	136	24	images	image	NOUN
easat-2140	136	25	of	of	ADP
easat-2140	136	26	non	non	ADJ
easat-2140	136	27	-	-	ADJ
easat-2140	136	28	glaucomatous	glaucomatous	ADJ
easat-2140	136	29	conditions	condition	NOUN
easat-2140	136	30	,	,	PUNCT
easat-2140	136	31	were	be	AUX
easat-2140	136	32	retrieved	retrieve	VERB
easat-2140	136	33	from	from	ADP
easat-2140	136	34	the	the	DET
easat-2140	136	35	699	699	NUM
easat-2140	136	36	edelweiss	edelweiss	PROPN
easat-2140	136	37	applied	apply	VERB
easat-2140	136	38	science	science	NOUN
easat-2140	136	39	and	and	CCONJ
easat-2140	136	40	technology	technology	NOUN
easat-2140	136	41	issn	issn	PROPN
easat-2140	136	42	:	:	PUNCT
easat-2140	136	43	2576	2576	NUM
easat-2140	136	44	-	-	SYM
easat-2140	136	45	8484	8484	NUM
easat-2140	136	46	vol	vol	NOUN
easat-2140	136	47	.	.	PROPN
easat-2140	137	1	8	8	NUM
easat-2140	137	2	,	,	PUNCT
easat-2140	137	3	no	no	INTJ
easat-2140	137	4	.	.	NOUN
easat-2140	138	1	6	6	NUM
easat-2140	138	2	:	:	SYM
easat-2140	138	3	694	694	NUM
easat-2140	138	4	-	-	SYM
easat-2140	138	5	706	706	NUM
easat-2140	138	6	,	,	PUNCT
easat-2140	138	7	2024	2024	NUM
easat-2140	138	8	doi	doi	NOUN
easat-2140	138	9	:	:	PUNCT
easat-2140	138	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	138	11	©	©	PROPN
easat-2140	138	12	2024	2024	NUM
easat-2140	138	13	by	by	ADP
easat-2140	138	14	the	the	DET
easat-2140	138	15	authors	author	NOUN
easat-2140	138	16	;	;	PUNCT
easat-2140	138	17	licensee	licensee	PROPN
easat-2140	138	18	learning	learning	PROPN
easat-2140	138	19	gate	gate	PROPN
easat-2140	138	20	singapore	singapore	PROPN
easat-2140	138	21	malay	malay	PROPN
easat-2140	138	22	eye	eye	PROPN
easat-2140	138	23	study	study	PROPN
easat-2140	138	24	(	(	PUNCT
easat-2140	138	25	simes	sime	NOUN
easat-2140	138	26	)	)	PUNCT
easat-2140	138	27	and	and	CCONJ
easat-2140	138	28	added	add	VERB
easat-2140	138	29	to	to	ADP
easat-2140	138	30	the	the	DET
easat-2140	138	31	origa	origa	PROPN
easat-2140	138	32	database	database	NOUN
easat-2140	138	33	.	.	PUNCT
easat-2140	139	1	all	all	PRON
easat-2140	139	2	of	of	ADP
easat-2140	139	3	the	the	DET
easat-2140	139	4	optic	optic	ADJ
easat-2140	139	5	cup	cup	PROPN
easat-2140	139	6	and	and	CCONJ
easat-2140	139	7	disc	disc	NOUN
easat-2140	139	8	mask	mask	NOUN
easat-2140	139	9	pictures	picture	NOUN
easat-2140	139	10	make	make	VERB
easat-2140	139	11	up	up	ADP
easat-2140	139	12	the	the	DET
easat-2140	139	13	origa	origa	PROPN
easat-2140	139	14	dataset	dataset	PROPN
easat-2140	139	15	.	.	PUNCT
easat-2140	140	1	at	at	ADP
easat-2140	140	2	first	first	ADV
easat-2140	140	3	,	,	PUNCT
easat-2140	140	4	we	we	PRON
easat-2140	140	5	alienated	alienate	VERB
easat-2140	140	6	the	the	DET
easat-2140	140	7	dataset	dataset	NOUN
easat-2140	140	8	into	into	ADP
easat-2140	140	9	three	three	NUM
easat-2140	140	10	parts	part	NOUN
easat-2140	140	11	:	:	PUNCT
easat-2140	140	12	training	training	NOUN
easat-2140	140	13	,	,	PUNCT
easat-2140	140	14	testing	testing	NOUN
easat-2140	140	15	,	,	PUNCT
easat-2140	140	16	besides	besides	SCONJ
easat-2140	140	17	validation	validation	NOUN
easat-2140	140	18	,	,	PUNCT
easat-2140	140	19	with	with	ADP
easat-2140	140	20	each	each	DET
easat-2140	140	21	part	part	NOUN
easat-2140	140	22	receiving	receive	VERB
easat-2140	140	23	70	70	NUM
easat-2140	140	24	%	%	NOUN
easat-2140	140	25	of	of	ADP
easat-2140	140	26	the	the	DET
easat-2140	140	27	total	total	NOUN
easat-2140	140	28	.	.	PUNCT
easat-2140	141	1	we	we	PRON
easat-2140	141	2	maintained	maintain	VERB
easat-2140	141	3	the	the	DET
easat-2140	141	4	class	class	NOUN
easat-2140	141	5	balance	balance	NOUN
easat-2140	141	6	property	property	NOUN
easat-2140	141	7	by	by	ADP
easat-2140	141	8	using	use	VERB
easat-2140	141	9	distinct	distinct	ADJ
easat-2140	141	10	augmentation	augmentation	NOUN
easat-2140	141	11	approaches	approach	NOUN
easat-2140	141	12	to	to	ADP
easat-2140	141	13	each	each	DET
easat-2140	141	14	subset	subset	NOUN
easat-2140	141	15	,	,	PUNCT
easat-2140	141	16	taking	take	VERB
easat-2140	141	17	into	into	ADP
easat-2140	141	18	account	account	NOUN
easat-2140	141	19	the	the	DET
easat-2140	141	20	quantity	quantity	NOUN
easat-2140	141	21	of	of	ADP
easat-2140	141	22	photos	photo	NOUN
easat-2140	141	23	in	in	ADP
easat-2140	141	24	the	the	DET
easat-2140	141	25	glaucoma	glaucoma	NOUN
easat-2140	141	26	and	and	CCONJ
easat-2140	141	27	healthy	healthy	ADJ
easat-2140	141	28	classes	class	NOUN
easat-2140	141	29	independently	independently	ADV
easat-2140	141	30	.	.	PUNCT
easat-2140	142	1	tabulated	tabulate	VERB
easat-2140	142	2	in	in	ADP
easat-2140	142	3	table	table	NOUN
easat-2140	142	4	2	2	NUM
easat-2140	142	5	are	be	AUX
easat-2140	142	6	the	the	DET
easat-2140	142	7	total	total	ADJ
easat-2140	142	8	numbers	number	NOUN
easat-2140	142	9	of	of	ADP
easat-2140	142	10	photos	photo	NOUN
easat-2140	142	11	utilised	utilise	VERB
easat-2140	142	12	for	for	ADP
easat-2140	142	13	training	training	NOUN
easat-2140	142	14	,	,	PUNCT
easat-2140	142	15	testing	testing	NOUN
easat-2140	142	16	,	,	PUNCT
easat-2140	142	17	and	and	CCONJ
easat-2140	142	18	validation	validation	NOUN
easat-2140	142	19	for	for	ADP
easat-2140	142	20	each	each	DET
easat-2140	142	21	dataset	dataset	NOUN
easat-2140	142	22	.	.	PUNCT
easat-2140	143	1	table	table	NOUN
easat-2140	143	2	2	2	NUM
easat-2140	143	3	.	.	PUNCT
easat-2140	144	1	summary	summary	NOUN
easat-2140	144	2	of	of	ADP
easat-2140	144	3	training	training	NOUN
easat-2140	144	4	,	,	PUNCT
easat-2140	144	5	validation	validation	NOUN
easat-2140	144	6	,	,	PUNCT
easat-2140	144	7	besides	besides	SCONJ
easat-2140	144	8	test	test	NOUN
easat-2140	144	9	imageries	imagery	NOUN
easat-2140	144	10	of	of	ADP
easat-2140	144	11	used	use	VERB
easat-2140	144	12	datasets	dataset	NOUN
easat-2140	144	13	.	.	PUNCT
easat-2140	145	1	dataset	dataset	ADJ
easat-2140	145	2	training	training	NOUN
easat-2140	145	3	images	image	NOUN
easat-2140	145	4	validation	validation	NOUN
easat-2140	145	5	images	image	NOUN
easat-2140	145	6	testing	testing	NOUN
easat-2140	145	7	images	image	NOUN
easat-2140	145	8	rim	rim	NOUN
easat-2140	145	9	-	-	PUNCT
easat-2140	145	10	one	one	NUM
easat-2140	145	11	4512	4512	NUM
easat-2140	145	12	970	970	NUM
easat-2140	145	13	976	976	NUM
easat-2140	145	14	acrima	acrima	NOUN
easat-2140	145	15	3193	3193	NUM
easat-2140	145	16	718	718	NUM
easat-2140	145	17	724	724	NUM
easat-2140	145	18	origa	origa	NOUN
easat-2140	145	19	775	775	NUM
easat-2140	145	20	228	228	NUM
easat-2140	145	21	231	231	NUM
easat-2140	145	22	3.2	3.2	NUM
easat-2140	145	23	.	.	PUNCT
easat-2140	146	1	image	image	NOUN
easat-2140	146	2	pre	pre	ADJ
easat-2140	146	3	-	-	VERB
easat-2140	146	4	processing	process	VERB
easat-2140	146	5	the	the	DET
easat-2140	146	6	median	median	ADJ
easat-2140	146	7	filter	filter	NOUN
easat-2140	146	8	and	and	CCONJ
easat-2140	146	9	clahe	clahe	NOUN
easat-2140	146	10	were	be	AUX
easat-2140	146	11	the	the	DET
easat-2140	146	12	two	two	NUM
easat-2140	146	13	primary	primary	ADJ
easat-2140	146	14	pre	pre	ADJ
easat-2140	146	15	-	-	ADJ
easat-2140	146	16	processing	processing	ADJ
easat-2140	146	17	methods	method	NOUN
easat-2140	146	18	that	that	PRON
easat-2140	146	19	we	we	PRON
easat-2140	146	20	employed	employ	VERB
easat-2140	146	21	.	.	PUNCT
easat-2140	147	1	one	one	NUM
easat-2140	147	2	well	well	ADV
easat-2140	147	3	-	-	PUNCT
easat-2140	147	4	known	know	VERB
easat-2140	147	5	method	method	NOUN
easat-2140	147	6	for	for	ADP
easat-2140	147	7	improving	improve	VERB
easat-2140	147	8	picture	picture	NOUN
easat-2140	147	9	quality	quality	NOUN
easat-2140	147	10	and	and	CCONJ
easat-2140	147	11	contrast	contrast	NOUN
easat-2140	147	12	is	be	AUX
easat-2140	147	13	clahe	clahe	NOUN
easat-2140	147	14	[	[	X
easat-2140	147	15	25	25	NUM
easat-2140	147	16	]	]	PUNCT
easat-2140	147	17	.	.	PUNCT
easat-2140	148	1	nevertheless	nevertheless	ADV
easat-2140	148	2	,	,	PUNCT
easat-2140	148	3	the	the	DET
easat-2140	148	4	median	median	ADJ
easat-2140	148	5	filter	filter	NOUN
easat-2140	148	6	method	method	NOUN
easat-2140	148	7	is	be	AUX
easat-2140	148	8	employed	employ	VERB
easat-2140	148	9	to	to	PART
easat-2140	148	10	lessen	lessen	VERB
easat-2140	148	11	noise	noise	NOUN
easat-2140	148	12	while	while	SCONJ
easat-2140	148	13	maintaining	maintain	VERB
easat-2140	148	14	the	the	DET
easat-2140	148	15	edge	edge	NOUN
easat-2140	148	16	characteristics	characteristic	NOUN
easat-2140	148	17	of	of	ADP
easat-2140	148	18	the	the	DET
easat-2140	148	19	picture	picture	NOUN
easat-2140	148	20	,	,	PUNCT
easat-2140	148	21	as	as	SCONJ
easat-2140	148	22	noise	noise	NOUN
easat-2140	148	23	diminishes	diminish	VERB
easat-2140	148	24	image	image	NOUN
easat-2140	148	25	quality	quality	NOUN
easat-2140	148	26	.	.	PUNCT
easat-2140	149	1	we	we	PRON
easat-2140	149	2	employed	employ	VERB
easat-2140	149	3	a	a	DET
easat-2140	149	4	variety	variety	NOUN
easat-2140	149	5	of	of	ADP
easat-2140	149	6	augmentation	augmentation	NOUN
easat-2140	149	7	strategies	strategy	NOUN
easat-2140	149	8	to	to	PART
easat-2140	149	9	enhance	enhance	VERB
easat-2140	149	10	the	the	DET
easat-2140	149	11	amount	amount	NOUN
easat-2140	149	12	of	of	ADP
easat-2140	149	13	photos	photo	NOUN
easat-2140	149	14	for	for	ADP
easat-2140	149	15	model	model	NOUN
easat-2140	149	16	training	training	NOUN
easat-2140	149	17	,	,	PUNCT
easat-2140	149	18	fix	fix	NOUN
easat-2140	149	19	data	datum	NOUN
easat-2140	149	20	imbalance	imbalance	NOUN
easat-2140	149	21	and	and	CCONJ
easat-2140	149	22	overfitting	overfitting	NOUN
easat-2140	149	23	,	,	PUNCT
easat-2140	149	24	and	and	CCONJ
easat-2140	149	25	handle	handle	VERB
easat-2140	149	26	the	the	DET
easat-2140	149	27	other	other	ADJ
easat-2140	149	28	concerns	concern	NOUN
easat-2140	149	29	.	.	PUNCT
easat-2140	150	1	3.3	3.3	NUM
easat-2140	150	2	.	.	PUNCT
easat-2140	151	1	segmentation	segmentation	NOUN
easat-2140	151	2	using	use	VERB
easat-2140	151	3	segnet	segnet	NOUN
easat-2140	151	4	a	a	DET
easat-2140	151	5	softmax	softmax	NOUN
easat-2140	151	6	pixel	pixel	NOUN
easat-2140	151	7	categorization	categorization	NOUN
easat-2140	151	8	layer	layer	NOUN
easat-2140	151	9	receives	receive	VERB
easat-2140	151	10	data	datum	NOUN
easat-2140	151	11	from	from	ADP
easat-2140	151	12	segnet	segnet	PROPN
easat-2140	151	13	's	's	PART
easat-2140	151	14	encoders	encoder	NOUN
easat-2140	151	15	and	and	CCONJ
easat-2140	151	16	decoders	decoder	NOUN
easat-2140	151	17	,	,	PUNCT
easat-2140	151	18	as	as	SCONJ
easat-2140	151	19	described	describe	VERB
easat-2140	151	20	in	in	ADP
easat-2140	151	21	reference	reference	NOUN
easat-2140	151	22	[	[	X
easat-2140	151	23	26	26	NUM
easat-2140	151	24	]	]	PUNCT
easat-2140	151	25	.	.	PUNCT
easat-2140	152	1	the	the	DET
easat-2140	152	2	suggested	suggest	VERB
easat-2140	152	3	network	network	NOUN
easat-2140	152	4	uses	use	VERB
easat-2140	152	5	512	512	NUM
easat-2140	152	6	×	×	PROPN
easat-2140	152	7	512	512	NUM
easat-2140	152	8	-	-	PUNCT
easat-2140	152	9	pixel	pixel	ADJ
easat-2140	152	10	pictures	picture	NOUN
easat-2140	152	11	and	and	CCONJ
easat-2140	152	12	produces	produce	VERB
easat-2140	152	13	a	a	DET
easat-2140	152	14	segmentation	segmentation	NOUN
easat-2140	152	15	mask	mask	NOUN
easat-2140	152	16	with	with	ADP
easat-2140	152	17	the	the	DET
easat-2140	152	18	same	same	ADJ
easat-2140	152	19	dimensions	dimension	NOUN
easat-2140	152	20	.	.	PUNCT
easat-2140	153	1	two	two	NUM
easat-2140	153	2	sets	set	NOUN
easat-2140	153	3	of	of	ADP
easat-2140	153	4	convolutional	convolutional	ADJ
easat-2140	153	5	,	,	PUNCT
easat-2140	153	6	batch	batch	NOUN
easat-2140	153	7	-	-	PUNCT
easat-2140	153	8	normalization	normalization	NOUN
easat-2140	153	9	layers	layer	NOUN
easat-2140	153	10	,	,	PUNCT
easat-2140	153	11	followed	follow	VERB
easat-2140	153	12	by	by	ADP
easat-2140	153	13	a	a	DET
easat-2140	153	14	max	max	PROPN
easat-2140	153	15	-	-	PUNCT
easat-2140	153	16	pooling	pool	VERB
easat-2140	153	17	layer	layer	NOUN
easat-2140	153	18	,	,	PUNCT
easat-2140	153	19	make	make	VERB
easat-2140	153	20	up	up	ADP
easat-2140	153	21	each	each	DET
easat-2140	153	22	encoder	encoder	NOUN
easat-2140	153	23	.	.	PUNCT
easat-2140	154	1	the	the	DET
easat-2140	154	2	3	3	NUM
easat-2140	154	3	×	×	NOUN
easat-2140	154	4	3	3	NUM
easat-2140	154	5	filters	filter	NOUN
easat-2140	154	6	and	and	CCONJ
easat-2140	154	7	1	1	NUM
easat-2140	154	8	×	×	NOUN
easat-2140	154	9	1	1	NUM
easat-2140	154	10	stride	stride	NOUN
easat-2140	154	11	were	be	AUX
easat-2140	154	12	used	use	VERB
easat-2140	154	13	by	by	ADP
easat-2140	154	14	all	all	DET
easat-2140	154	15	convolutional	convolutional	ADJ
easat-2140	154	16	layers	layer	NOUN
easat-2140	154	17	,	,	PUNCT
easat-2140	154	18	whereas	whereas	SCONJ
easat-2140	154	19	the	the	DET
easat-2140	154	20	2	2	NUM
easat-2140	154	21	×	×	NOUN
easat-2140	154	22	2	2	NUM
easat-2140	154	23	max	max	NOUN
easat-2140	154	24	-	-	PUNCT
easat-2140	154	25	pooling	pooling	NOUN
easat-2140	154	26	,	,	PUNCT
easat-2140	154	27	2	2	NUM
easat-2140	154	28	×	×	NOUN
easat-2140	154	29	2	2	NUM
easat-2140	154	30	strides	stride	NOUN
easat-2140	154	31	,	,	PUNCT
easat-2140	154	32	and	and	CCONJ
easat-2140	154	33	zero	zero	NUM
easat-2140	154	34	paddings	padding	NOUN
easat-2140	154	35	were	be	AUX
easat-2140	154	36	employed	employ	VERB
easat-2140	154	37	by	by	ADP
easat-2140	154	38	the	the	DET
easat-2140	154	39	pooling	pool	VERB
easat-2140	154	40	layers	layer	NOUN
easat-2140	154	41	.	.	PUNCT
easat-2140	155	1	a	a	DET
easat-2140	155	2	total	total	NOUN
easat-2140	155	3	of	of	ADP
easat-2140	155	4	64	64	NUM
easat-2140	155	5	filters	filter	NOUN
easat-2140	155	6	made	make	VERB
easat-2140	155	7	up	up	ADP
easat-2140	155	8	the	the	DET
easat-2140	155	9	convolutional	convolutional	ADJ
easat-2140	155	10	layers	layer	NOUN
easat-2140	155	11	in	in	ADP
easat-2140	155	12	each	each	PRON
easat-2140	155	13	of	of	ADP
easat-2140	155	14	the	the	DET
easat-2140	155	15	four	four	NUM
easat-2140	155	16	encoders	encoder	NOUN
easat-2140	155	17	.	.	PUNCT
easat-2140	156	1	after	after	SCONJ
easat-2140	156	2	the	the	DET
easat-2140	156	3	encoder	encoder	NOUN
easat-2140	156	4	stacks	stack	NOUN
easat-2140	156	5	processed	process	VERB
easat-2140	156	6	the	the	DET
easat-2140	156	7	input	input	NOUN
easat-2140	156	8	picture	picture	NOUN
easat-2140	156	9	with	with	ADP
easat-2140	156	10	dimensions	dimension	NOUN
easat-2140	156	11	512	512	NUM
easat-2140	156	12	×	×	NOUN
easat-2140	156	13	512	512	NUM
easat-2140	156	14	×	×	NOUN
easat-2140	156	15	3	3	NUM
easat-2140	156	16	,	,	PUNCT
easat-2140	156	17	a	a	DET
easat-2140	156	18	set	set	NOUN
easat-2140	156	19	of	of	ADP
easat-2140	156	20	feature	feature	NOUN
easat-2140	156	21	maps	map	NOUN
easat-2140	156	22	with	with	ADP
easat-2140	156	23	dimensions	dimension	NOUN
easat-2140	156	24	32	32	NUM
easat-2140	156	25	×	×	NOUN
easat-2140	156	26	32	32	NUM
easat-2140	156	27	×	×	NOUN
easat-2140	156	28	64	64	NUM
easat-2140	156	29	were	be	AUX
easat-2140	156	30	produced	produce	VERB
easat-2140	156	31	.	.	PUNCT
easat-2140	157	1	layers	layer	NOUN
easat-2140	157	2	for	for	ADP
easat-2140	157	3	convolution	convolution	NOUN
easat-2140	157	4	,	,	PUNCT
easat-2140	157	5	bn	bn	ADJ
easat-2140	157	6	,	,	PUNCT
easat-2140	157	7	and	and	CCONJ
easat-2140	157	8	relu	relu	NOUN
easat-2140	157	9	are	be	AUX
easat-2140	157	10	added	add	VERB
easat-2140	157	11	to	to	ADP
easat-2140	157	12	the	the	DET
easat-2140	157	13	decoder	decoder	NOUN
easat-2140	157	14	stack	stack	NOUN
easat-2140	157	15	after	after	ADP
easat-2140	157	16	each	each	DET
easat-2140	157	17	set	set	NOUN
easat-2140	157	18	's	's	PART
easat-2140	157	19	max	max	PROPN
easat-2140	157	20	-	-	ADJ
easat-2140	157	21	unpooling	unpooling	ADJ
easat-2140	157	22	layer	layer	NOUN
easat-2140	157	23	.	.	PUNCT
easat-2140	158	1	both	both	CCONJ
easat-2140	158	2	the	the	DET
easat-2140	158	3	prior	prior	ADJ
easat-2140	158	4	decoder	decoder	NOUN
easat-2140	158	5	and	and	CCONJ
easat-2140	158	6	the	the	DET
easat-2140	158	7	paired	pair	VERB
easat-2140	158	8	encoder	encoder	NOUN
easat-2140	158	9	's	's	PART
easat-2140	158	10	pooling	pool	VERB
easat-2140	158	11	layer	layer	NOUN
easat-2140	158	12	provide	provide	VERB
easat-2140	158	13	feature	feature	NOUN
easat-2140	158	14	information	information	NOUN
easat-2140	158	15	that	that	SCONJ
easat-2140	158	16	these	these	DET
easat-2140	158	17	unpooling	unpooling	ADJ
easat-2140	158	18	layers	layer	NOUN
easat-2140	158	19	use	use	VERB
easat-2140	158	20	.	.	PUNCT
easat-2140	159	1	with	with	ADP
easat-2140	159	2	the	the	DET
easat-2140	159	3	exception	exception	NOUN
easat-2140	159	4	of	of	ADP
easat-2140	159	5	the	the	DET
easat-2140	159	6	last	last	ADJ
easat-2140	159	7	convolutional	convolutional	ADJ
easat-2140	159	8	layer	layer	NOUN
easat-2140	159	9	,	,	PUNCT
easat-2140	159	10	all	all	PRON
easat-2140	159	11	of	of	ADP
easat-2140	159	12	the	the	DET
easat-2140	159	13	decoder	decoder	NOUN
easat-2140	159	14	's	's	PART
easat-2140	159	15	convolutional	convolutional	ADJ
easat-2140	159	16	layers	layer	NOUN
easat-2140	159	17	have	have	VERB
easat-2140	159	18	64	64	NUM
easat-2140	159	19	filters	filter	NOUN
easat-2140	159	20	,	,	PUNCT
easat-2140	159	21	much	much	ADV
easat-2140	159	22	like	like	ADP
easat-2140	159	23	encoders	encoder	NOUN
easat-2140	159	24	.	.	PUNCT
easat-2140	160	1	this	this	DET
easat-2140	160	2	last	last	ADJ
easat-2140	160	3	layer	layer	NOUN
easat-2140	160	4	's	's	PART
easat-2140	160	5	filter	filter	NOUN
easat-2140	160	6	count	count	NOUN
easat-2140	160	7	is	be	AUX
easat-2140	160	8	directly	directly	ADV
easat-2140	160	9	proportional	proportional	ADJ
easat-2140	160	10	to	to	ADP
easat-2140	160	11	the	the	DET
easat-2140	160	12	total	total	ADJ
easat-2140	160	13	number	number	NOUN
easat-2140	160	14	of	of	ADP
easat-2140	160	15	classes	class	NOUN
easat-2140	160	16	.	.	PUNCT
easat-2140	161	1	consequently	consequently	ADV
easat-2140	161	2	,	,	PUNCT
easat-2140	161	3	activations	activation	NOUN
easat-2140	161	4	for	for	ADP
easat-2140	161	5	segmentation	segmentation	NOUN
easat-2140	161	6	with	with	ADP
easat-2140	161	7	a	a	DET
easat-2140	161	8	size	size	NOUN
easat-2140	161	9	of	of	ADP
easat-2140	161	10	512	512	NUM
easat-2140	161	11	×	×	NOUN
easat-2140	161	12	512	512	NUM
easat-2140	161	13	×	×	NOUN
easat-2140	161	14	2	2	NUM
easat-2140	161	15	were	be	AUX
easat-2140	161	16	obtained	obtain	VERB
easat-2140	161	17	at	at	ADP
easat-2140	161	18	the	the	DET
easat-2140	161	19	conclusion	conclusion	NOUN
easat-2140	161	20	of	of	ADP
easat-2140	161	21	the	the	DET
easat-2140	161	22	decoder	decoder	NOUN
easat-2140	161	23	stacks	stack	NOUN
easat-2140	161	24	.	.	PUNCT
easat-2140	162	1	after	after	ADP
easat-2140	162	2	that	that	PRON
easat-2140	162	3	,	,	PUNCT
easat-2140	162	4	the	the	DET
easat-2140	162	5	classification	classification	NOUN
easat-2140	162	6	and	and	CCONJ
easat-2140	162	7	softmax	softmax	NOUN
easat-2140	162	8	layers	layer	NOUN
easat-2140	162	9	get	get	VERB
easat-2140	162	10	it	it	PRON
easat-2140	162	11	to	to	PART
easat-2140	162	12	use	use	VERB
easat-2140	162	13	in	in	ADP
easat-2140	162	14	their	their	PRON
easat-2140	162	15	classification	classification	NOUN
easat-2140	162	16	processes	process	NOUN
easat-2140	162	17	.	.	PUNCT
easat-2140	163	1	3.4	3.4	NUM
easat-2140	163	2	.	.	PUNCT
easat-2140	163	3	classification	classification	NOUN
easat-2140	163	4	using	use	VERB
easat-2140	163	5	efficient	efficient	ADJ
easat-2140	163	6	densenet	densenet	NOUN
easat-2140	163	7	to	to	PART
easat-2140	163	8	provide	provide	VERB
easat-2140	163	9	a	a	DET
easat-2140	163	10	decent	decent	ADJ
easat-2140	163	11	flow	flow	NOUN
easat-2140	163	12	of	of	ADP
easat-2140	163	13	information	information	NOUN
easat-2140	163	14	,	,	PUNCT
easat-2140	163	15	densenet	densenet	NOUN
easat-2140	164	1	[	[	X
easat-2140	164	2	27	27	NUM
easat-2140	164	3	]	]	PUNCT
easat-2140	164	4	relies	rely	VERB
easat-2140	164	5	on	on	ADP
easat-2140	164	6	a	a	DET
easat-2140	164	7	densely	densely	ADV
easat-2140	164	8	layered	layered	ADJ
easat-2140	164	9	design	design	NOUN
easat-2140	164	10	with	with	ADP
easat-2140	164	11	direct	direct	ADJ
easat-2140	164	12	connections	connection	NOUN
easat-2140	164	13	.	.	PUNCT
easat-2140	165	1	data	datum	NOUN
easat-2140	165	2	is	be	AUX
easat-2140	165	3	added	add	VERB
easat-2140	165	4	at	at	ADP
easat-2140	165	5	each	each	DET
easat-2140	165	6	layer	layer	NOUN
easat-2140	165	7	and	and	CCONJ
easat-2140	165	8	then	then	ADV
easat-2140	165	9	used	use	VERB
easat-2140	165	10	to	to	PART
easat-2140	165	11	build	build	VERB
easat-2140	165	12	feature	feature	NOUN
easat-2140	165	13	maps	map	NOUN
easat-2140	165	14	that	that	PRON
easat-2140	165	15	are	be	AUX
easat-2140	165	16	passed	pass	VERB
easat-2140	165	17	on	on	ADP
easat-2140	165	18	to	to	ADP
easat-2140	165	19	all	all	DET
easat-2140	165	20	the	the	DET
easat-2140	165	21	levels	level	NOUN
easat-2140	165	22	below	below	ADP
easat-2140	165	23	it	it	PRON
easat-2140	165	24	.	.	PUNCT
easat-2140	166	1	every	every	DET
easat-2140	166	2	feature	feature	NOUN
easat-2140	166	3	map	map	NOUN
easat-2140	166	4	from	from	ADP
easat-2140	166	5	the	the	DET
easat-2140	166	6	current	current	ADJ
easat-2140	166	7	layer	layer	NOUN
easat-2140	166	8	is	be	AUX
easat-2140	166	9	combined	combine	VERB
easat-2140	166	10	with	with	ADP
easat-2140	166	11	every	every	DET
easat-2140	166	12	feature	feature	NOUN
easat-2140	166	13	map	map	NOUN
easat-2140	166	14	from	from	ADP
easat-2140	166	15	the	the	DET
easat-2140	166	16	layers	layer	NOUN
easat-2140	166	17	below	below	ADP
easat-2140	166	18	it	it	PRON
easat-2140	166	19	.	.	PUNCT
easat-2140	167	1	compared	compare	VERB
easat-2140	167	2	to	to	ADP
easat-2140	167	3	traditional	traditional	ADJ
easat-2140	167	4	convolutional	convolutional	ADJ
easat-2140	167	5	neural	neural	ADJ
easat-2140	167	6	networks	network	NOUN
easat-2140	167	7	,	,	PUNCT
easat-2140	167	8	densenet	densenet	NOUN
easat-2140	167	9	's	's	PART
easat-2140	167	10	fully	fully	ADV
easat-2140	167	11	linked	link	VERB
easat-2140	167	12	layered	layered	ADJ
easat-2140	167	13	design	design	NOUN
easat-2140	167	14	uses	use	VERB
easat-2140	167	15	a	a	DET
easat-2140	167	16	lower	low	ADJ
easat-2140	167	17	number	number	NOUN
easat-2140	167	18	of	of	ADP
easat-2140	167	19	parameters	parameter	NOUN
easat-2140	167	20	.	.	PUNCT
easat-2140	168	1	the	the	DET
easat-2140	168	2	suggested	suggest	VERB
easat-2140	168	3	design	design	NOUN
easat-2140	168	4	is	be	AUX
easat-2140	168	5	densenet	densenet	NOUN
easat-2140	168	6	because	because	SCONJ
easat-2140	168	7	of	of	ADP
easat-2140	168	8	an	an	DET
easat-2140	168	9	additional	additional	ADJ
easat-2140	168	10	dense	dense	ADJ
easat-2140	168	11	block	block	NOUN
easat-2140	168	12	;	;	PUNCT
easat-2140	168	13	this	this	PRON
easat-2140	168	14	is	be	AUX
easat-2140	168	15	the	the	DET
easat-2140	168	16	main	main	ADJ
easat-2140	168	17	reason	reason	NOUN
easat-2140	168	18	for	for	ADP
easat-2140	168	19	utilising	utilise	VERB
easat-2140	168	20	efficientdensenet	efficientdensenet	NOUN
easat-2140	168	21	instead	instead	ADV
easat-2140	168	22	of	of	ADP
easat-2140	168	23	the	the	DET
easat-2140	168	24	original	original	ADJ
easat-2140	168	25	densenet	densenet	NOUN
easat-2140	168	26	.	.	PUNCT
easat-2140	169	1	to	to	PART
easat-2140	169	2	further	far	ADV
easat-2140	169	3	improve	improve	VERB
easat-2140	169	4	the	the	DET
easat-2140	169	5	model	model	NOUN
easat-2140	169	6	's	's	PART
easat-2140	169	7	compactness	compactness	NOUN
easat-2140	169	8	and	and	CCONJ
easat-2140	169	9	decrease	decrease	VERB
easat-2140	169	10	the	the	DET
easat-2140	169	11	needed	needed	ADJ
easat-2140	169	12	computing	compute	VERB
easat-2140	169	13	resources	resource	NOUN
easat-2140	169	14	,	,	PUNCT
easat-2140	169	15	transition	transition	NOUN
easat-2140	169	16	layers	layer	NOUN
easat-2140	169	17	down	down	ADP
easat-2140	169	18	-	-	PUNCT
easat-2140	169	19	sample	sample	NOUN
easat-2140	169	20	the	the	DET
easat-2140	169	21	representations	representation	NOUN
easat-2140	169	22	obtained	obtain	VERB
easat-2140	169	23	from	from	ADP
easat-2140	169	24	the	the	DET
easat-2140	169	25	dense	dense	ADJ
easat-2140	169	26	block	block	NOUN
easat-2140	169	27	.	.	PUNCT
easat-2140	170	1	700	700	NUM
easat-2140	170	2	edelweiss	edelweiss	PROPN
easat-2140	170	3	applied	apply	VERB
easat-2140	170	4	science	science	NOUN
easat-2140	170	5	and	and	CCONJ
easat-2140	170	6	technology	technology	NOUN
easat-2140	170	7	issn	issn	PROPN
easat-2140	170	8	:	:	PUNCT
easat-2140	170	9	2576	2576	NUM
easat-2140	170	10	-	-	SYM
easat-2140	170	11	8484	8484	NUM
easat-2140	170	12	vol	vol	NOUN
easat-2140	170	13	.	.	PROPN
easat-2140	171	1	8	8	NUM
easat-2140	171	2	,	,	PUNCT
easat-2140	171	3	no	no	INTJ
easat-2140	171	4	.	.	NOUN
easat-2140	172	1	6	6	NUM
easat-2140	172	2	:	:	SYM
easat-2140	172	3	694	694	NUM
easat-2140	172	4	-	-	SYM
easat-2140	172	5	706	706	NUM
easat-2140	172	6	,	,	PUNCT
easat-2140	172	7	2024	2024	NUM
easat-2140	172	8	doi	doi	NOUN
easat-2140	172	9	:	:	PUNCT
easat-2140	172	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	172	11	©	©	PROPN
easat-2140	172	12	2024	2024	NUM
easat-2140	172	13	by	by	ADP
easat-2140	172	14	the	the	DET
easat-2140	172	15	authors	author	NOUN
easat-2140	172	16	;	;	PUNCT
easat-2140	172	17	licensee	licensee	PROPN
easat-2140	172	18	learning	learn	VERB
easat-2140	172	19	gate	gate	NOUN
easat-2140	172	20	imagine	imagine	VERB
easat-2140	172	21	for	for	ADP
easat-2140	172	22	a	a	DET
easat-2140	172	23	moment	moment	NOUN
easat-2140	172	24	that	that	SCONJ
easat-2140	172	25	the	the	DET
easat-2140	172	26	input	input	NOUN
easat-2140	172	27	layer	layer	NOUN
easat-2140	172	28	receives	receive	VERB
easat-2140	172	29	an	an	DET
easat-2140	172	30	image	image	NOUN
easat-2140	172	31	with	with	ADP
easat-2140	172	32	the	the	DET
easat-2140	172	33	coordinates	coordinate	NOUN
easat-2140	172	34	i_0	i_0	PROPN
easat-2140	172	35	.	.	PUNCT
easat-2140	173	1	there	there	PRON
easat-2140	173	2	are	be	VERB
easat-2140	173	3	a	a	DET
easat-2140	173	4	total	total	NOUN
easat-2140	173	5	of	of	ADP
easat-2140	173	6	n	n	PROPN
easat-2140	173	7	levels	level	NOUN
easat-2140	173	8	in	in	ADP
easat-2140	173	9	the	the	DET
easat-2140	173	10	design	design	NOUN
easat-2140	173	11	,	,	PUNCT
easat-2140	173	12	and	and	CCONJ
easat-2140	173	13	each	each	DET
easat-2140	173	14	one	one	NOUN
easat-2140	173	15	uses	use	VERB
easat-2140	173	16	a	a	DET
easat-2140	173	17	non	non	ADJ
easat-2140	173	18	-	-	ADJ
easat-2140	173	19	linear	linear	ADJ
easat-2140	173	20	function	function	NOUN
easat-2140	173	21	for	for	ADP
easat-2140	173	22	transformation	transformation	NOUN
easat-2140	173	23	(	(	PUNCT
easat-2140	173	24	f_n	f_n	PROPN
easat-2140	173	25	(	(	PUNCT
easat-2140	173	26	)	)	PUNCT
easat-2140	173	27	)	)	PUNCT
easat-2140	173	28	.	.	PUNCT
easat-2140	174	1	for	for	ADP
easat-2140	174	2	cases	case	NOUN
easat-2140	174	3	where	where	SCONJ
easat-2140	174	4	the	the	DET
easat-2140	174	5	feature	feature	NOUN
easat-2140	174	6	maps	map	NOUN
easat-2140	174	7	from	from	ADP
easat-2140	174	8	earlier	early	ADJ
easat-2140	174	9	levels	level	NOUN
easat-2140	174	10	make	make	VERB
easat-2140	174	11	up	up	ADP
easat-2140	174	12	the	the	DET
easat-2140	174	13	nth	nth	NOUN
easat-2140	174	14	layer	layer	NOUN
easat-2140	174	15	i.e.	i.e.	ADV
easat-2140	174	16	,	,	PUNCT
easat-2140	174	17	𝐼0	𝐼0	ADJ
easat-2140	174	18	,	,	PUNCT
easat-2140	174	19	𝐼1	𝐼1	PROPN
easat-2140	174	20	,	,	PUNCT
easat-2140	174	21	𝐼2	𝐼2	NOUN
easat-2140	174	22	,	,	PUNCT
easat-2140	174	23	…	…	PUNCT
easat-2140	174	24	…	…	PUNCT
easat-2140	174	25	,	,	PUNCT
easat-2140	174	26	𝐼𝑛−1	𝐼𝑛−1	NOUN
easat-2140	174	27	comprises	comprise	VERB
easat-2140	174	28	of	of	ADP
easat-2140	174	29	𝑁(𝑁	𝑁(𝑁	NOUN
easat-2140	174	30	+	+	CCONJ
easat-2140	174	31	1)/2	1)/2	NUM
easat-2140	174	32	sum	sum	NOUN
easat-2140	174	33	of	of	ADP
easat-2140	174	34	layers	layer	NOUN
easat-2140	174	35	.	.	PUNCT
easat-2140	175	1	the	the	DET
easat-2140	175	2	output	output	NOUN
easat-2140	175	3	at	at	ADP
easat-2140	175	4	the	the	DET
easat-2140	175	5	nth	nth	NOUN
easat-2140	175	6	layer	layer	NOUN
easat-2140	175	7	refers	refer	VERB
easat-2140	175	8	by	by	ADP
easat-2140	175	9	:	:	PUNCT
easat-2140	175	10	𝐼𝑛	𝐼𝑛	PROPN
easat-2140	175	11	=	=	SYM
easat-2140	175	12	𝐹𝑛([𝐼0	𝐹𝑛([𝐼0	NUM
easat-2140	175	13	,	,	PUNCT
easat-2140	175	14	𝐼1	𝐼1	NOUN
easat-2140	175	15	,	,	PUNCT
easat-2140	175	16	𝐼2	𝐼2	NOUN
easat-2140	175	17	,	,	PUNCT
easat-2140	175	18	…	…	PUNCT
easat-2140	175	19	…	…	PUNCT
easat-2140	175	20	,	,	PUNCT
easat-2140	175	21	𝐼𝑛−1	𝐼𝑛−1	PROPN
easat-2140	175	22	]	]	PUNCT
easat-2140	175	23	)	)	PUNCT
easat-2140	175	24	(	(	PUNCT
easat-2140	175	25	1	1	X
easat-2140	175	26	)	)	PUNCT
easat-2140	175	27	where	where	SCONJ
easat-2140	175	28	𝐼𝑛	𝐼𝑛	PROPN
easat-2140	175	29	refers	refer	VERB
easat-2140	175	30	to	to	ADP
easat-2140	175	31	the	the	DET
easat-2140	175	32	nth	nth	NOUN
easat-2140	175	33	layer	layer	NOUN
easat-2140	175	34	,	,	PUNCT
easat-2140	175	35	𝐼0	𝐼0	PROPN
easat-2140	175	36	,	,	PUNCT
easat-2140	175	37	𝐼1	𝐼1	PROPN
easat-2140	175	38	,	,	PUNCT
easat-2140	175	39	𝐼2	𝐼2	NOUN
easat-2140	175	40	,	,	PUNCT
easat-2140	175	41	…	…	PUNCT
easat-2140	175	42	…	…	PUNCT
easat-2140	175	43	,	,	PUNCT
easat-2140	175	44	𝐼𝑛−1	𝐼𝑛−1	PROPN
easat-2140	175	45	characterize	characterize	VERB
easat-2140	175	46	altogether	altogether	ADV
easat-2140	175	47	the	the	DET
easat-2140	175	48	feature	feature	NOUN
easat-2140	175	49	maps	map	NOUN
easat-2140	175	50	of	of	ADP
easat-2140	175	51	layers	layer	NOUN
easat-2140	175	52	from	from	ADP
easat-2140	175	53	0	0	NUM
easat-2140	175	54	to	to	ADP
easat-2140	175	55	n-1	n-1	PROPN
easat-2140	175	56	,	,	PUNCT
easat-2140	175	57	whereas	whereas	SCONJ
easat-2140	175	58	𝐹n	𝐹n	PROPN
easat-2140	175	59	(	(	PUNCT
easat-2140	175	60	.	.	PUNCT
easat-2140	175	61	)	)	PUNCT
easat-2140	175	62	characterizes	characterize	VERB
easat-2140	175	63	the	the	DET
easat-2140	175	64	alteration	alteration	NOUN
easat-2140	175	65	function	function	NOUN
easat-2140	175	66	for	for	ADP
easat-2140	175	67	relu	relu	NOUN
easat-2140	175	68	.	.	PUNCT
easat-2140	176	1	the	the	DET
easat-2140	176	2	three	three	NUM
easat-2140	176	3	procedures	procedure	NOUN
easat-2140	176	4	that	that	PRON
easat-2140	176	5	make	make	VERB
easat-2140	176	6	up	up	ADP
easat-2140	176	7	the	the	DET
easat-2140	176	8	transition	transition	NOUN
easat-2140	176	9	layer	layer	NOUN
easat-2140	176	10	are	be	AUX
easat-2140	176	11	rectified	rectify	VERB
easat-2140	176	12	linear	linear	ADJ
easat-2140	176	13	units	unit	NOUN
easat-2140	176	14	(	(	PUNCT
easat-2140	176	15	relu	relu	NOUN
easat-2140	176	16	)	)	PUNCT
easat-2140	176	17	,	,	PUNCT
easat-2140	176	18	batch	batch	VERB
easat-2140	176	19	normalisation	normalisation	NOUN
easat-2140	176	20	(	(	PUNCT
easat-2140	176	21	bn	bn	NOUN
easat-2140	176	22	)	)	PUNCT
easat-2140	176	23	,	,	PUNCT
easat-2140	176	24	and	and	CCONJ
easat-2140	176	25	the	the	DET
easat-2140	176	26	convolution	convolution	NOUN
easat-2140	176	27	of	of	ADP
easat-2140	176	28	a	a	DET
easat-2140	176	29	3	3	NUM
easat-2140	176	30	x	x	SYM
easat-2140	176	31	3	3	NUM
easat-2140	176	32	filter	filter	NOUN
easat-2140	176	33	.	.	PUNCT
easat-2140	177	1	if	if	SCONJ
easat-2140	177	2	there	there	PRON
easat-2140	177	3	is	be	VERB
easat-2140	177	4	size	size	NOUN
easat-2140	177	5	variance	variance	NOUN
easat-2140	177	6	in	in	ADP
easat-2140	177	7	the	the	DET
easat-2140	177	8	feature	feature	NOUN
easat-2140	177	9	maps	map	NOUN
easat-2140	177	10	,	,	PUNCT
easat-2140	177	11	these	these	DET
easat-2140	177	12	methods	method	NOUN
easat-2140	177	13	will	will	AUX
easat-2140	177	14	not	not	PART
easat-2140	177	15	produce	produce	VERB
easat-2140	177	16	the	the	DET
easat-2140	177	17	expected	expect	VERB
easat-2140	177	18	results	result	NOUN
easat-2140	177	19	.	.	PUNCT
easat-2140	178	1	consequently	consequently	ADV
easat-2140	178	2	,	,	PUNCT
easat-2140	178	3	the	the	DET
easat-2140	178	4	layers	layer	NOUN
easat-2140	178	5	with	with	ADP
easat-2140	178	6	different	different	ADJ
easat-2140	178	7	sized	sized	ADJ
easat-2140	178	8	feature	feature	NOUN
easat-2140	178	9	maps	map	NOUN
easat-2140	178	10	are	be	AUX
easat-2140	178	11	down	down	ADV
easat-2140	178	12	-	-	PUNCT
easat-2140	178	13	sampled	sample	VERB
easat-2140	178	14	.	.	PUNCT
easat-2140	179	1	midway	midway	ADV
easat-2140	179	2	through	through	ADP
easat-2140	179	3	the	the	DET
easat-2140	179	4	dense	dense	ADJ
easat-2140	179	5	convolutional	convolutional	ADJ
easat-2140	179	6	blocks	block	NOUN
easat-2140	179	7	are	be	AUX
easat-2140	179	8	input	input	VERB
easat-2140	179	9	the	the	DET
easat-2140	179	10	transition	transition	NOUN
easat-2140	179	11	layers	layer	NOUN
easat-2140	179	12	with	with	ADP
easat-2140	179	13	1	1	NUM
easat-2140	179	14	x	x	SYM
easat-2140	179	15	1	1	NUM
easat-2140	179	16	convolution	convolution	NOUN
easat-2140	179	17	besides	besides	SCONJ
easat-2140	179	18	2	2	NUM
easat-2140	179	19	x	x	SYM
easat-2140	179	20	2	2	NUM
easat-2140	179	21	regular	regular	ADJ
easat-2140	179	22	pooling	pooling	NOUN
easat-2140	179	23	.	.	PUNCT
easat-2140	180	1	with	with	ADP
easat-2140	180	2	a	a	DET
easat-2140	180	3	stride	stride	NOUN
easat-2140	180	4	of	of	ADP
easat-2140	180	5	2	2	NUM
easat-2140	180	6	,	,	PUNCT
easat-2140	180	7	the	the	DET
easat-2140	180	8	main	main	ADJ
easat-2140	180	9	convolutional	convolutional	ADJ
easat-2140	180	10	layer	layer	NOUN
easat-2140	180	11	uses	use	VERB
easat-2140	180	12	7	7	NUM
easat-2140	180	13	x	x	SYM
easat-2140	180	14	7	7	NUM
easat-2140	180	15	convolution	convolution	NOUN
easat-2140	180	16	blocks	block	NOUN
easat-2140	180	17	.	.	PUNCT
easat-2140	181	1	the	the	DET
easat-2140	181	2	final	final	ADJ
easat-2140	181	3	transition	transition	NOUN
easat-2140	181	4	layer	layer	NOUN
easat-2140	181	5	follow	follow	VERB
easat-2140	181	6	,	,	PUNCT
easat-2140	181	7	and	and	CCONJ
easat-2140	181	8	the	the	DET
easat-2140	181	9	output	output	NOUN
easat-2140	181	10	layer	layer	NOUN
easat-2140	181	11	includes	include	VERB
easat-2140	181	12	the	the	DET
easat-2140	181	13	softmax	softmax	NOUN
easat-2140	181	14	classifier	classifier	NOUN
easat-2140	181	15	and	and	CCONJ
easat-2140	181	16	average	average	ADJ
easat-2140	181	17	global	global	ADJ
easat-2140	181	18	pooling	pooling	NOUN
easat-2140	181	19	.	.	PUNCT
easat-2140	182	1	using	use	VERB
easat-2140	182	2	all	all	DET
easat-2140	182	3	feature	feature	NOUN
easat-2140	182	4	maps	map	NOUN
easat-2140	182	5	,	,	PUNCT
easat-2140	182	6	the	the	DET
easat-2140	182	7	accurate	accurate	ADJ
easat-2140	182	8	categorization	categorization	NOUN
easat-2140	182	9	is	be	AUX
easat-2140	182	10	carried	carry	VERB
easat-2140	182	11	out	out	ADP
easat-2140	182	12	.	.	PUNCT
easat-2140	183	1	hence	hence	ADV
easat-2140	183	2	,	,	PUNCT
easat-2140	183	3	the	the	DET
easat-2140	183	4	z	z	NOUN
easat-2140	183	5	-	-	PUNCT
easat-2140	183	6	neuron	neuron	NOUN
easat-2140	183	7	categorization	categorization	NOUN
easat-2140	183	8	layer	layer	NOUN
easat-2140	183	9	accurately	accurately	ADV
easat-2140	183	10	corresponds	correspond	VERB
easat-2140	183	11	to	to	ADP
easat-2140	183	12	z	z	NOUN
easat-2140	183	13	illnesses	illness	NOUN
easat-2140	183	14	.	.	PUNCT
easat-2140	184	1	the	the	DET
easat-2140	184	2	dimensionality	dimensionality	NOUN
easat-2140	184	3	of	of	ADP
easat-2140	184	4	the	the	DET
easat-2140	184	5	feature	feature	NOUN
easat-2140	184	6	maps	map	NOUN
easat-2140	184	7	produced	produce	VERB
easat-2140	184	8	by	by	ADP
easat-2140	184	9	pooling	pooling	NOUN
easat-2140	184	10	is	be	AUX
easat-2140	184	11	decreased	decrease	VERB
easat-2140	184	12	.	.	PUNCT
easat-2140	185	1	two	two	NUM
easat-2140	185	2	methods	method	NOUN
easat-2140	185	3	of	of	ADP
easat-2140	185	4	pooling	pooling	NOUN
easat-2140	185	5	are	be	AUX
easat-2140	185	6	available	available	ADJ
easat-2140	185	7	:	:	PUNCT
easat-2140	185	8	max	max	PROPN
easat-2140	185	9	and	and	CCONJ
easat-2140	185	10	average	average	ADJ
easat-2140	185	11	.	.	PUNCT
easat-2140	186	1	start	start	VERB
easat-2140	186	2	by	by	ADP
easat-2140	186	3	obtaining	obtain	VERB
easat-2140	186	4	the	the	DET
easat-2140	186	5	maximum	maximum	ADJ
easat-2140	186	6	value	value	NOUN
easat-2140	186	7	from	from	ADP
easat-2140	186	8	the	the	DET
easat-2140	186	9	improved	improve	VERB
easat-2140	186	10	feature	feature	NOUN
easat-2140	186	11	map	map	NOUN
easat-2140	186	12	.	.	PUNCT
easat-2140	187	1	on	on	ADP
easat-2140	187	2	the	the	DET
easat-2140	187	3	other	other	ADJ
easat-2140	187	4	hand	hand	NOUN
easat-2140	187	5	,	,	PUNCT
easat-2140	187	6	averaging	average	VERB
easat-2140	187	7	takes	take	VERB
easat-2140	187	8	the	the	DET
easat-2140	187	9	input	input	NOUN
easat-2140	187	10	and	and	CCONJ
easat-2140	187	11	multiplies	multiplie	NOUN
easat-2140	187	12	it	it	PRON
easat-2140	187	13	by	by	ADP
easat-2140	187	14	each	each	DET
easat-2140	187	15	region	region	NOUN
easat-2140	187	16	.	.	PUNCT
easat-2140	188	1	the	the	DET
easat-2140	188	2	sample	sample	NOUN
easat-2140	188	3	matrix	matrix	NOUN
easat-2140	188	4	and	and	CCONJ
easat-2140	188	5	filter	filter	NOUN
easat-2140	188	6	are	be	AUX
easat-2140	188	7	the	the	DET
easat-2140	188	8	domains	domain	NOUN
easat-2140	188	9	of	of	ADP
easat-2140	188	10	a	a	DET
easat-2140	188	11	convolutional	convolutional	ADJ
easat-2140	188	12	function	function	NOUN
easat-2140	188	13	.	.	PUNCT
easat-2140	189	1	a	a	DET
easat-2140	189	2	convolutional	convolutional	ADJ
easat-2140	189	3	sequence	sequence	NOUN
easat-2140	189	4	of	of	ADP
easat-2140	189	5	bn	bn	NOUN
easat-2140	189	6	-	-	PUNCT
easat-2140	189	7	relu	relu	NOUN
easat-2140	189	8	elements	element	NOUN
easat-2140	189	9	exists	exist	VERB
easat-2140	189	10	at	at	ADP
easat-2140	189	11	each	each	DET
easat-2140	189	12	conv	conv	ADJ
easat-2140	189	13	layer	layer	NOUN
easat-2140	189	14	.	.	PUNCT
easat-2140	190	1	the	the	DET
easat-2140	190	2	result	result	NOUN
easat-2140	190	3	is	be	AUX
easat-2140	190	4	subjected	subject	VERB
easat-2140	190	5	to	to	ADP
easat-2140	190	6	relu	relu	NOUN
easat-2140	190	7	after	after	SCONJ
easat-2140	190	8	the	the	DET
easat-2140	190	9	feature	feature	NOUN
easat-2140	190	10	map	map	NOUN
easat-2140	190	11	convolution	convolution	NOUN
easat-2140	190	12	is	be	AUX
easat-2140	190	13	completed	complete	VERB
easat-2140	190	14	.	.	PUNCT
easat-2140	191	1	therefore	therefore	ADV
easat-2140	191	2	,	,	PUNCT
easat-2140	191	3	equation	equation	NOUN
easat-2140	191	4	4	4	NUM
easat-2140	191	5	represents	represent	VERB
easat-2140	191	6	the	the	DET
easat-2140	191	7	nonlinear	nonlinear	ADJ
easat-2140	191	8	relu	relu	NOUN
easat-2140	191	9	function	function	NOUN
easat-2140	191	10	.	.	PUNCT
easat-2140	192	1	𝑓(𝐼0	𝑓(𝐼0	X
easat-2140	192	2	)	)	PUNCT
easat-2140	192	3	=	=	SYM
easat-2140	192	4	max	max	PROPN
easat-2140	192	5	(	(	PUNCT
easat-2140	192	6	0	0	NUM
easat-2140	192	7	,	,	PUNCT
easat-2140	192	8	𝐼0	𝐼0	ADJ
easat-2140	192	9	)	)	PUNCT
easat-2140	192	10	(	(	PUNCT
easat-2140	192	11	2	2	NUM
easat-2140	192	12	)	)	PUNCT
easat-2140	192	13	3.4.1	3.4.1	NUM
easat-2140	192	14	.	.	PUNCT
easat-2140	193	1	training	train	VERB
easat-2140	193	2	the	the	DET
easat-2140	193	3	suggested	suggest	VERB
easat-2140	193	4	glaucoma	glaucoma	NOUN
easat-2140	193	5	detection	detection	NOUN
easat-2140	193	6	model	model	NOUN
easat-2140	193	7	is	be	AUX
easat-2140	193	8	trained	train	VERB
easat-2140	193	9	using	use	VERB
easat-2140	193	10	a	a	DET
easat-2140	193	11	qdma	qdma	NOUN
easat-2140	193	12	for	for	ADP
easat-2140	193	13	learning	learn	VERB
easat-2140	193	14	rate	rate	NOUN
easat-2140	193	15	.	.	PUNCT
easat-2140	194	1	an	an	DET
easat-2140	194	2	mh	mh	PROPN
easat-2140	194	3	algorithm	algorithm	NOUN
easat-2140	194	4	that	that	PRON
easat-2140	194	5	mimics	mimic	VERB
easat-2140	194	6	dm	dm	PROPN
easat-2140	194	7	's	's	PART
easat-2140	194	8	natural	natural	ADJ
easat-2140	194	9	foraging	foraging	NOUN
easat-2140	194	10	behaviours	behaviour	NOUN
easat-2140	194	11	was	be	AUX
easat-2140	194	12	suggested	suggest	VERB
easat-2140	194	13	as	as	ADP
easat-2140	194	14	a	a	DET
easat-2140	194	15	possible	possible	ADJ
easat-2140	194	16	method	method	NOUN
easat-2140	194	17	for	for	ADP
easat-2140	194	18	dmo	dmo	PROPN
easat-2140	194	19	.	.	PUNCT
easat-2140	195	1	there	there	PRON
easat-2140	195	2	stages	stage	VERB
easat-2140	195	3	to	to	ADP
easat-2140	195	4	a	a	DET
easat-2140	195	5	dmo	dmo	NOUN
easat-2140	195	6	,	,	PUNCT
easat-2140	195	7	beginning	begin	VERB
easat-2140	195	8	with	with	ADP
easat-2140	195	9	the	the	DET
easat-2140	195	10	introduction	introduction	NOUN
easat-2140	195	11	phase	phase	NOUN
easat-2140	195	12	and	and	CCONJ
easat-2140	195	13	continuing	continue	VERB
easat-2140	195	14	through	through	ADP
easat-2140	195	15	the	the	DET
easat-2140	195	16	alpha	alpha	NOUN
easat-2140	195	17	group	group	NOUN
easat-2140	195	18	stage	stage	NOUN
easat-2140	195	19	,	,	PUNCT
easat-2140	195	20	when	when	SCONJ
easat-2140	195	21	guides	guide	VERB
easat-2140	195	22	the	the	DET
easat-2140	195	23	exploration	exploration	NOUN
easat-2140	195	24	of	of	ADP
easat-2140	195	25	new	new	ADJ
easat-2140	195	26	areas	area	NOUN
easat-2140	195	27	.	.	PUNCT
easat-2140	196	1	once	once	ADV
easat-2140	196	2	the	the	DET
easat-2140	196	3	most	most	ADV
easat-2140	196	4	recent	recent	ADJ
easat-2140	196	5	sleeping	sleeping	NOUN
easat-2140	196	6	mounds	mound	NOUN
easat-2140	196	7	(	(	PUNCT
easat-2140	196	8	sms	sms	PROPN
easat-2140	196	9	)	)	PUNCT
easat-2140	196	10	(	(	PUNCT
easat-2140	196	11	i.e.	i.e.	X
easat-2140	196	12	,	,	PUNCT
easat-2140	196	13	food	food	NOUN
easat-2140	196	14	sources	source	NOUN
easat-2140	196	15	)	)	PUNCT
easat-2140	196	16	are	be	AUX
easat-2140	196	17	found	find	VERB
easat-2140	196	18	in	in	ADP
easat-2140	196	19	accordance	accordance	NOUN
easat-2140	196	20	with	with	ADP
easat-2140	196	21	the	the	DET
easat-2140	196	22	older	old	ADJ
easat-2140	196	23	sm	sm	NOUN
easat-2140	196	24	,	,	PUNCT
easat-2140	196	25	the	the	DET
easat-2140	196	26	scout	scout	NOUN
easat-2140	196	27	group	group	NOUN
easat-2140	196	28	stage	stage	NOUN
easat-2140	196	29	begins	begin	VERB
easat-2140	196	30	.	.	PUNCT
easat-2140	197	1	prior	prior	ADV
easat-2140	197	2	to	to	ADP
easat-2140	197	3	initialising	initialise	VERB
easat-2140	197	4	the	the	DET
easat-2140	197	5	mongoose	mongoose	ADJ
easat-2140	197	6	population	population	NOUN
easat-2140	197	7	(	(	PUNCT
easat-2140	197	8	x	x	NOUN
easat-2140	197	9	)	)	PUNCT
easat-2140	197	10	,	,	PUNCT
easat-2140	197	11	the	the	DET
easat-2140	197	12	dmo	dmo	PROPN
easat-2140	197	13	approach	approach	NOUN
easat-2140	197	14	generates	generate	VERB
easat-2140	197	15	a	a	DET
easat-2140	197	16	size	size	NOUN
easat-2140	197	17	matrix	matrix	NOUN
easat-2140	197	18	(	(	PUNCT
easat-2140	197	19	n×d	n×d	PROPN
easat-2140	197	20	)	)	PUNCT
easat-2140	197	21	that	that	PRON
easat-2140	197	22	displays	display	VERB
easat-2140	197	23	the	the	DET
easat-2140	197	24	populace	populace	NOUN
easat-2140	197	25	size	size	NOUN
easat-2140	197	26	(	(	PUNCT
easat-2140	197	27	n	n	CCONJ
easat-2140	197	28	)	)	PUNCT
easat-2140	197	29	in	in	ADP
easat-2140	197	30	rows	row	NOUN
easat-2140	197	31	and	and	CCONJ
easat-2140	197	32	the	the	DET
easat-2140	197	33	issue	issue	NOUN
easat-2140	197	34	columns	column	NOUN
easat-2140	197	35	.	.	PUNCT
easat-2140	198	1	𝑋	𝑋	NOUN
easat-2140	198	2	=	=	PUNCT
easat-2140	198	3	[	[	PUNCT
easat-2140	198	4	𝑥1,1	𝑥1,1	PROPN
easat-2140	198	5	𝑥1,2	𝑥1,2	PROPN
easat-2140	198	6	⋯	⋯	PROPN
easat-2140	198	7	𝑥1,𝑑	𝑥1,𝑑	PROPN
easat-2140	198	8	𝑥2,1	𝑥2,1	PROPN
easat-2140	198	9	𝑥2,2	𝑥2,2	PROPN
easat-2140	198	10	⋯	⋯	PROPN
easat-2140	198	11	𝑥2,𝑑	𝑥2,𝑑	PROPN
easat-2140	198	12	⋮	⋮	NOUN
easat-2140	198	13	𝑥𝑚,1	𝑥𝑚,1	PROPN
easat-2140	198	14	⋮	⋮	NOUN
easat-2140	198	15	𝑥𝑛,2	𝑥𝑛,2	PROPN
easat-2140	198	16	𝑥𝑖,𝑗	𝑥𝑖,𝑗	NOUN
easat-2140	198	17	⋯	⋯	ADP
easat-2140	198	18	⋮	⋮	NOUN
easat-2140	198	19	𝑥𝑛,𝑑	𝑥𝑛,𝑑	PUNCT
easat-2140	198	20	]	]	X
easat-2140	198	21	(	(	PUNCT
easat-2140	198	22	3	3	X
easat-2140	198	23	)	)	PUNCT
easat-2140	198	24	the	the	DET
easat-2140	198	25	ith	ith	PROPN
easat-2140	198	26	population	population	NOUN
easat-2140	198	27	solution	solution	NOUN
easat-2140	198	28	contains	contain	VERB
easat-2140	198	29	the	the	DET
easat-2140	198	30	constituent	constituent	NOUN
easat-2140	198	31	(	(	PUNCT
easat-2140	198	32	x	x	NOUN
easat-2140	198	33	)	)	PUNCT
easat-2140	198	34	,	,	PUNCT
easat-2140	198	35	which	which	PRON
easat-2140	198	36	is	be	AUX
easat-2140	198	37	an	an	DET
easat-2140	198	38	element	element	NOUN
easat-2140	198	39	of	of	ADP
easat-2140	198	40	the	the	DET
easat-2140	198	41	jth	jth	PROPN
easat-2140	198	42	dimensions	dimensions	PROPN
easat-2140	198	43	.	.	PUNCT
easat-2140	199	1	as	as	ADP
easat-2140	199	2	a	a	DET
easat-2140	199	3	random	random	ADJ
easat-2140	199	4	integer	integer	NOUN
easat-2140	199	5	with	with	ADP
easat-2140	199	6	a	a	DET
easat-2140	199	7	uniform	uniform	ADJ
easat-2140	199	8	distribution	distribution	NOUN
easat-2140	199	9	given	give	VERB
easat-2140	199	10	the	the	DET
easat-2140	199	11	problem	problem	NOUN
easat-2140	199	12	's	's	PART
easat-2140	199	13	bounds	bound	NOUN
easat-2140	199	14	(	(	PUNCT
easat-2140	199	15	ub	ub	ADJ
easat-2140	199	16	)	)	PUNCT
easat-2140	199	17	and	and	CCONJ
easat-2140	199	18	constraints	constraint	NOUN
easat-2140	199	19	(	(	PUNCT
easat-2140	199	20	lb	lb	NOUN
easat-2140	199	21	)	)	PUNCT
easat-2140	199	22	,	,	PUNCT
easat-2140	199	23	the	the	DET
easat-2140	199	24	value	value	NOUN
easat-2140	199	25	is	be	AUX
easat-2140	199	26	often	often	ADV
easat-2140	199	27	determined	determine	VERB
easat-2140	199	28	by	by	ADP
easat-2140	199	29	eq	eq	PROPN
easat-2140	199	30	.	.	PUNCT
easat-2140	200	1	(	(	PUNCT
easat-2140	200	2	4	4	NUM
easat-2140	200	3	)	)	PUNCT
easat-2140	200	4	.	.	PUNCT
easat-2140	201	1	𝜒𝑗	𝜒𝑗	AUX
easat-2140	201	2	=	=	NOUN
easat-2140	201	3	𝑢𝑛𝑖𝑓𝑟𝑛𝑑	𝑢𝑛𝑖𝑓𝑟𝑛𝑑	NOUN
easat-2140	201	4	(	(	PUNCT
easat-2140	201	5	𝐿𝐵	𝐿𝐵	PROPN
easat-2140	201	6	,	,	PUNCT
easat-2140	201	7	𝑈𝐵	𝑈𝐵	PROPN
easat-2140	201	8	,	,	PUNCT
easat-2140	201	9	𝐷	𝐷	PROPN
easat-2140	201	10	)	)	PUNCT
easat-2140	201	11	(	(	PUNCT
easat-2140	201	12	4	4	X
easat-2140	201	13	)	)	PUNCT
easat-2140	201	14	the	the	DET
easat-2140	201	15	next	next	ADJ
easat-2140	201	16	step	step	NOUN
easat-2140	201	17	is	be	AUX
easat-2140	201	18	to	to	PART
easat-2140	201	19	determine	determine	VERB
easat-2140	201	20	the	the	DET
easat-2140	201	21	likelihood	likelihood	NOUN
easat-2140	201	22	of	of	ADP
easat-2140	201	23	each	each	DET
easat-2140	201	24	solution	solution	NOUN
easat-2140	201	25	by	by	ADP
easat-2140	201	26	calculating	calculate	VERB
easat-2140	201	27	its	its	PRON
easat-2140	201	28	fitness	fitness	NOUN
easat-2140	201	29	value	value	NOUN
easat-2140	201	30	(	(	PUNCT
easat-2140	201	31	fit	fit	NOUN
easat-2140	201	32	)	)	PUNCT
easat-2140	201	33	,	,	PUNCT
easat-2140	201	34	which	which	PRON
easat-2140	201	35	can	can	AUX
easat-2140	201	36	be	be	AUX
easat-2140	201	37	stated	state	VERB
easat-2140	201	38	as	as	ADP
easat-2140	201	39	eq	eq	ADP
easat-2140	201	40	.	.	PUNCT
easat-2140	202	1	(	(	PUNCT
easat-2140	202	2	5	5	NUM
easat-2140	202	3	):	):	PUNCT
easat-2140	202	4	𝑎	𝑎	X
easat-2140	202	5	=	=	X
easat-2140	202	6	𝑓𝑖𝑡𝑖	𝑓𝑖𝑡𝑖	NOUN
easat-2140	202	7	∑	∑	PUNCT
easat-2140	202	8	𝑓𝑖𝑡𝑖	𝑓𝑖𝑡𝑖	NOUN
easat-2140	202	9	𝑛	𝑛	ADP
easat-2140	202	10	𝑖=1	𝑖=1	PROPN
easat-2140	202	11	(	(	PUNCT
easat-2140	202	12	5	5	NUM
easat-2140	202	13	)	)	PUNCT
easat-2140	202	14	in	in	ADP
easat-2140	202	15	eq	eq	ADP
easat-2140	202	16	.	.	PUNCT
easat-2140	203	1	(	(	PUNCT
easat-2140	203	2	5	5	NUM
easat-2140	203	3	)	)	PUNCT
easat-2140	203	4	,	,	PUNCT
easat-2140	203	5	the	the	DET
easat-2140	203	6	quantity	quantity	NOUN
easat-2140	203	7	of	of	ADP
easat-2140	203	8	mongooses	mongoose	NOUN
easat-2140	203	9	n	n	PRON
easat-2140	203	10	is	be	AUX
easat-2140	203	11	advanced	advance	VERB
easat-2140	203	12	by	by	ADP
easat-2140	203	13	eq	eq	PROPN
easat-2140	203	14	.	.	PUNCT
easat-2140	204	1	(	(	PUNCT
easat-2140	204	2	6	6	NUM
easat-2140	204	3	):	):	PUNCT
easat-2140	204	4	𝑛	𝑛	PROPN
easat-2140	204	5	=	=	SYM
easat-2140	204	6	𝑛	𝑛	PROPN
easat-2140	204	7	–	–	PUNCT
easat-2140	204	8	𝑏𝑠	𝑏𝑠	NOUN
easat-2140	204	9	(	(	PUNCT
easat-2140	204	10	6	6	NUM
easat-2140	204	11	)	)	PUNCT
easat-2140	204	12	the	the	DET
easat-2140	204	13	female	female	ADJ
easat-2140	204	14	alpha	alpha	NOUN
easat-2140	204	15	communicates	communicate	VERB
easat-2140	204	16	with	with	ADP
easat-2140	204	17	other	other	ADJ
easat-2140	204	18	groups	group	NOUN
easat-2140	204	19	using	use	VERB
easat-2140	204	20	a	a	DET
easat-2140	204	21	unique	unique	ADJ
easat-2140	204	22	sound	sound	NOUN
easat-2140	204	23	called	call	VERB
easat-2140	204	24	a	a	DET
easat-2140	204	25	peep	peep	NOUN
easat-2140	204	26	,	,	PUNCT
easat-2140	204	27	where	where	SCONJ
easat-2140	204	28	bs	bs	PROPN
easat-2140	204	29	is	be	AUX
easat-2140	204	30	the	the	DET
easat-2140	204	31	sum	sum	NOUN
easat-2140	204	32	of	of	ADP
easat-2140	204	33	babysitters	babysitter	NOUN
easat-2140	204	34	.	.	PUNCT
easat-2140	205	1	therefore	therefore	ADV
easat-2140	205	2	,	,	PUNCT
easat-2140	205	3	in	in	ADP
easat-2140	205	4	order	order	NOUN
easat-2140	205	5	to	to	PART
easat-2140	205	6	update	update	VERB
easat-2140	205	7	,	,	PUNCT
easat-2140	205	8	the	the	DET
easat-2140	205	9	dmo	dmo	PROPN
easat-2140	205	10	uses	use	VERB
easat-2140	205	11	eq	eq	NOUN
easat-2140	205	12	.	.	PUNCT
easat-2140	206	1	(	(	PUNCT
easat-2140	206	2	7	7	NUM
easat-2140	206	3	)	)	PUNCT
easat-2140	206	4	.	.	PUNCT
easat-2140	207	1	the	the	DET
easat-2140	207	2	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	207	3	solution	solution	NOUN
easat-2140	207	4	charge	charge	NOUN
easat-2140	207	5	.	.	PUNCT
easat-2140	208	1	701	701	NUM
easat-2140	208	2	edelweiss	edelweiss	PROPN
easat-2140	208	3	applied	apply	VERB
easat-2140	208	4	science	science	NOUN
easat-2140	208	5	and	and	CCONJ
easat-2140	208	6	technology	technology	NOUN
easat-2140	208	7	issn	issn	PROPN
easat-2140	208	8	:	:	PUNCT
easat-2140	208	9	2576	2576	NUM
easat-2140	208	10	-	-	SYM
easat-2140	208	11	8484	8484	NUM
easat-2140	208	12	vol	vol	NOUN
easat-2140	208	13	.	.	PROPN
easat-2140	208	14	8	8	NUM
easat-2140	208	15	,	,	PUNCT
easat-2140	208	16	no	no	INTJ
easat-2140	208	17	.	.	NOUN
easat-2140	209	1	6	6	NUM
easat-2140	209	2	:	:	SYM
easat-2140	209	3	694	694	NUM
easat-2140	209	4	-	-	SYM
easat-2140	209	5	706	706	NUM
easat-2140	209	6	,	,	PUNCT
easat-2140	209	7	2024	2024	NUM
easat-2140	209	8	doi	doi	NOUN
easat-2140	209	9	:	:	PUNCT
easat-2140	209	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	209	11	©	©	PROPN
easat-2140	209	12	2024	2024	NUM
easat-2140	209	13	by	by	ADP
easat-2140	209	14	the	the	DET
easat-2140	209	15	authors	author	NOUN
easat-2140	209	16	;	;	PUNCT
easat-2140	209	17	licensee	licensee	PROPN
easat-2140	209	18	learning	learning	NOUN
easat-2140	209	19	gate	gate	NOUN
easat-2140	209	20	𝑋𝑖+1	𝑋𝑖+1	X
easat-2140	210	1	=	=	PUNCT
easat-2140	210	2	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	210	3	+	+	CCONJ
easat-2140	210	4	𝑝ℎ𝑖	𝑝ℎ𝑖	ADJ
easat-2140	210	5	×	×	PROPN
easat-2140	210	6	𝑝𝑒𝑒𝑝	𝑝𝑒𝑒𝑝	NOUN
easat-2140	210	7	(	(	PUNCT
easat-2140	210	8	7	7	X
easat-2140	210	9	)	)	PUNCT
easat-2140	210	10	the	the	DET
easat-2140	210	11	within	within	ADP
easat-2140	210	12	[	[	X
easat-2140	210	13	−1	−1	NOUN
easat-2140	210	14	,	,	PUNCT
easat-2140	210	15	1	1	NUM
easat-2140	210	16	]	]	PUNCT
easat-2140	210	17	for	for	ADP
easat-2140	210	18	each	each	DET
easat-2140	210	19	iteration	iteration	NOUN
easat-2140	210	20	are	be	AUX
easat-2140	210	21	denoted	denote	VERB
easat-2140	210	22	by	by	ADP
easat-2140	210	23	phi	phi	NOUN
easat-2140	210	24	in	in	ADP
easat-2140	210	25	eq	eq	NOUN
easat-2140	210	26	.	.	PUNCT
easat-2140	211	1	(	(	PUNCT
easat-2140	211	2	7	7	NUM
easat-2140	211	3	)	)	PUNCT
easat-2140	211	4	.	.	PUNCT
easat-2140	212	1	moreover	moreover	ADV
easat-2140	212	2	,	,	PUNCT
easat-2140	212	3	the	the	DET
easat-2140	212	4	sm	sm	PROPN
easat-2140	212	5	can	can	AUX
easat-2140	212	6	be	be	AUX
easat-2140	212	7	enhanced	enhance	VERB
easat-2140	212	8	using	use	VERB
easat-2140	212	9	eq	eq	ADP
easat-2140	212	10	.	.	PUNCT
easat-2140	213	1	(	(	PUNCT
easat-2140	213	2	8)	8)	NUM
easat-2140	213	3	.	.	PUNCT
easat-2140	214	1	𝑠𝑚𝑖	𝑠𝑚𝑖	ADJ
easat-2140	214	2	=	=	PUNCT
easat-2140	214	3	𝑓𝑖𝑡𝑖+1−𝑓𝑖𝑡𝑖	𝑓𝑖𝑡𝑖+1−𝑓𝑖𝑡𝑖	PROPN
easat-2140	214	4	𝑚𝑎𝑥{|𝑓𝑖𝑡𝑖+1′𝑓𝑖𝑡𝑖|	𝑚𝑎𝑥{|𝑓𝑖𝑡𝑖+1′𝑓𝑖𝑡𝑖|	PROPN
easat-2140	214	5	}	}	PUNCT
easat-2140	214	6	(	(	PUNCT
easat-2140	214	7	8)	8)	NUM
easat-2140	214	8	afterwards	afterwards	ADV
easat-2140	214	9	calculating	calculate	VERB
easat-2140	214	10	the	the	DET
easat-2140	214	11	average𝑆𝑀(𝜑	average𝑆𝑀(𝜑	PROPN
easat-2140	214	12	)	)	PUNCT
easat-2140	214	13	,	,	PUNCT
easat-2140	214	14	the	the	DET
easat-2140	214	15	reckoning	reckoning	NOUN
easat-2140	214	16	can	can	AUX
easat-2140	214	17	be	be	AUX
easat-2140	214	18	given	give	VERB
easat-2140	214	19	as	as	ADP
easat-2140	214	20	:	:	PUNCT
easat-2140	214	21	𝜙	𝜙	X
easat-2140	214	22	=	=	PUNCT
easat-2140	214	23	∑	∑	PROPN
easat-2140	214	24	𝑠𝑚𝑖	𝑠𝑚𝑖	ADV
easat-2140	214	25	𝑛	𝑛	PRON
easat-2140	214	26	𝑖=1	𝑖=1	PUNCT
easat-2140	214	27	𝑛	𝑛	PROPN
easat-2140	214	28	(	(	PUNCT
easat-2140	214	29	9	9	NUM
easat-2140	214	30	)	)	PUNCT
easat-2140	214	31	while	while	SCONJ
easat-2140	214	32	the	the	DET
easat-2140	214	33	current	current	NOUN
easat-2140	214	34	sm	sm	INTJ
easat-2140	214	35	is	be	AUX
easat-2140	214	36	ignored	ignore	VERB
easat-2140	214	37	in	in	ADP
easat-2140	214	38	accordance	accordance	NOUN
easat-2140	214	39	with	with	ADP
easat-2140	214	40	nomadic	nomadic	ADJ
easat-2140	214	41	culture	culture	NOUN
easat-2140	214	42	,	,	PUNCT
easat-2140	214	43	the	the	DET
easat-2140	214	44	next	next	ADJ
easat-2140	214	45	candidate	candidate	NOUN
easat-2140	214	46	's	's	PART
easat-2140	214	47	food	food	NOUN
easat-2140	214	48	or	or	CCONJ
easat-2140	214	49	sms	sms	NOUN
easat-2140	214	50	whereabouts	whereabouts	NOUN
easat-2140	214	51	is	be	AUX
easat-2140	214	52	scouted	scout	VERB
easat-2140	214	53	during	during	ADP
easat-2140	214	54	the	the	DET
easat-2140	214	55	scouting	scouting	NOUN
easat-2140	214	56	step	step	NOUN
easat-2140	214	57	.	.	PUNCT
easat-2140	215	1	foraging	forage	VERB
easat-2140	215	2	and	and	CCONJ
easat-2140	215	3	scouting	scouting	NOUN
easat-2140	215	4	are	be	AUX
easat-2140	215	5	done	do	VERB
easat-2140	215	6	at	at	ADP
easat-2140	215	7	the	the	DET
easat-2140	215	8	same	same	ADJ
easat-2140	215	9	time	time	NOUN
easat-2140	215	10	,	,	PUNCT
easat-2140	215	11	with	with	ADP
easat-2140	215	12	the	the	DET
easat-2140	215	13	sole	sole	ADJ
easat-2140	215	14	purpose	purpose	NOUN
easat-2140	215	15	of	of	ADP
easat-2140	215	16	visiting	visit	VERB
easat-2140	215	17	scouted	scout	VERB
easat-2140	215	18	places	place	NOUN
easat-2140	215	19	.	.	PUNCT
easat-2140	216	1	the	the	DET
easat-2140	216	2	babysitters	babysitter	NOUN
easat-2140	216	3	'	'	PART
easat-2140	216	4	requirements	requirement	NOUN
easat-2140	216	5	for	for	ADP
easat-2140	216	6	swapping	swap	VERB
easat-2140	216	7	are	be	AUX
easat-2140	216	8	then	then	ADV
easat-2140	216	9	met	meet	VERB
easat-2140	216	10	.	.	PUNCT
easat-2140	217	1	following	follow	VERB
easat-2140	217	2	this	this	PRON
easat-2140	217	3	,	,	PUNCT
easat-2140	217	4	the	the	DET
easat-2140	217	5	scouted	scout	VERB
easat-2140	217	6	site	site	NOUN
easat-2140	217	7	for	for	ADP
easat-2140	217	8	the	the	DET
easat-2140	217	9	sms	sms	PROPN
easat-2140	217	10	besides	besides	SCONJ
easat-2140	217	11	food	food	NOUN
easat-2140	217	12	is	be	AUX
easat-2140	217	13	guided	guide	VERB
easat-2140	217	14	by	by	ADP
easat-2140	217	15	a	a	DET
easat-2140	217	16	movement	movement	NOUN
easat-2140	217	17	vector	vector	NOUN
easat-2140	217	18	(	(	PUNCT
easat-2140	217	19	m	m	NOUN
easat-2140	217	20	)	)	PUNCT
easat-2140	217	21	.	.	PUNCT
easat-2140	217	22	𝑋𝑖+1	𝑋𝑖+1	PUNCT
easat-2140	218	1	=	=	SYM
easat-2140	218	2	𝑓(𝑥	𝑓(𝑥	NOUN
easat-2140	218	3	)	)	PUNCT
easat-2140	218	4	=	=	SYM
easat-2140	218	5	{	{	PUNCT
easat-2140	218	6	𝑋𝑖	𝑋𝑖	NOUN
easat-2140	218	7	−	−	PROPN
easat-2140	218	8	𝐶𝑃	𝐶𝑃	PROPN
easat-2140	218	9	×	×	NOUN
easat-2140	218	10	𝑝ℎ𝑖	𝑝ℎ𝑖	ADJ
easat-2140	218	11	×	×	NOUN
easat-2140	218	12	𝑟𝑎𝑛𝑑	𝑟𝑎𝑛𝑑	NOUN
easat-2140	218	13	×	×	NOUN
easat-2140	219	1	[	[	X
easat-2140	219	2	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	219	3	−	−	PROPN
easat-2140	219	4	𝑀	𝑀	PROPN
easat-2140	219	5	]	]	PUNCT
easat-2140	219	6	𝜙𝑖+1	𝜙𝑖+1	X
easat-2140	219	7	>	>	X
easat-2140	219	8	𝜙𝑖	𝜙𝑖	PUNCT
easat-2140	220	1	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	220	2	+	+	CCONJ
easat-2140	220	3	𝐶𝐹	𝐶𝐹	PROPN
easat-2140	220	4	×	×	NOUN
easat-2140	220	5	𝑝ℎ𝑖	𝑝ℎ𝑖	VERB
easat-2140	220	6	×	×	NOUN
easat-2140	220	7	𝑟𝑎𝑛𝑑	𝑟𝑎𝑛𝑑	NOUN
easat-2140	220	8	×	×	NOUN
easat-2140	221	1	[	[	X
easat-2140	221	2	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	221	3	−	−	PROPN
easat-2140	221	4	𝑀	𝑀	PROPN
easat-2140	221	5	]	]	PUNCT
easat-2140	221	6	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	NOUN
easat-2140	221	7	(	(	PUNCT
easat-2140	221	8	10	10	NUM
easat-2140	221	9	)	)	PUNCT
easat-2140	221	10	success	success	NOUN
easat-2140	221	11	or	or	CCONJ
easat-2140	221	12	failure	failure	NOUN
easat-2140	221	13	in	in	ADP
easat-2140	221	14	developing	develop	VERB
easat-2140	221	15	the	the	DET
easat-2140	221	16	comprehensive	comprehensive	ADJ
easat-2140	221	17	performance	performance	NOUN
easat-2140	221	18	may	may	AUX
easat-2140	221	19	be	be	AUX
easat-2140	221	20	used	use	VERB
easat-2140	221	21	to	to	PART
easat-2140	221	22	simulate	simulate	VERB
easat-2140	221	23	future	future	ADJ
easat-2140	221	24	movements	movement	NOUN
easat-2140	221	25	besides	besides	SCONJ
easat-2140	221	26	the	the	DET
easat-2140	221	27	newly	newly	ADV
easat-2140	221	28	bent	bent	ADJ
easat-2140	221	29	scouted	scout	VERB
easat-2140	221	30	site	site	NOUN
easat-2140	221	31	(	(	PUNCT
easat-2140	221	32	x	x	X
easat-2140	221	33	)	)	PUNCT
easat-2140	221	34	based	base	VERB
easat-2140	221	35	on	on	ADP
easat-2140	221	36	the	the	DET
easat-2140	221	37	mongoose	mongoose	NOUN
easat-2140	221	38	group	group	NOUN
easat-2140	221	39	's	's	PART
easat-2140	221	40	performance	performance	NOUN
easat-2140	221	41	.	.	PUNCT
easat-2140	222	1	equation	equation	NOUN
easat-2140	222	2	(	(	PUNCT
easat-2140	222	3	12	12	NUM
easat-2140	222	4	)	)	PUNCT
easat-2140	222	5	is	be	AUX
easat-2140	222	6	used	use	VERB
easat-2140	222	7	to	to	PART
easat-2140	222	8	construct	construct	VERB
easat-2140	222	9	the	the	DET
easat-2140	222	10	control	control	NOUN
easat-2140	222	11	function	function	NOUN
easat-2140	222	12	(	(	PUNCT
easat-2140	222	13	cf	cf	NOUN
easat-2140	222	14	)	)	PUNCT
easat-2140	222	15	that	that	PRON
easat-2140	222	16	governs	govern	VERB
easat-2140	222	17	the	the	DET
easat-2140	222	18	mongoose	mongoose	NOUN
easat-2140	222	19	's	's	PART
easat-2140	222	20	movement	movement	NOUN
easat-2140	222	21	(	(	PUNCT
easat-2140	222	22	m	m	NOUN
easat-2140	222	23	)	)	PUNCT
easat-2140	222	24	,	,	PUNCT
easat-2140	222	25	as	as	SCONJ
easat-2140	222	26	specified	specify	VERB
easat-2140	222	27	in	in	ADP
easat-2140	222	28	eq	eq	ADP
easat-2140	222	29	.	.	PUNCT
easat-2140	223	1	(	(	PUNCT
easat-2140	223	2	11	11	NUM
easat-2140	223	3	)	)	PUNCT
easat-2140	223	4	.	.	PUNCT
easat-2140	224	1	the	the	DET
easat-2140	224	2	parameter	parameter	NOUN
easat-2140	224	3	allows	allow	VERB
easat-2140	224	4	for	for	ADP
easat-2140	224	5	fast	fast	ADJ
easat-2140	224	6	exploration	exploration	NOUN
easat-2140	224	7	during	during	ADP
easat-2140	224	8	the	the	DET
easat-2140	224	9	search	search	NOUN
easat-2140	224	10	phase	phase	NOUN
easat-2140	224	11	at	at	ADP
easat-2140	224	12	first	first	ADV
easat-2140	224	13	,	,	PUNCT
easat-2140	224	14	but	but	CCONJ
easat-2140	224	15	as	as	SCONJ
easat-2140	224	16	the	the	DET
easat-2140	224	17	iterations	iteration	NOUN
easat-2140	224	18	proceed	proceed	VERB
easat-2140	224	19	,	,	PUNCT
easat-2140	224	20	the	the	DET
easat-2140	224	21	focus	focus	NOUN
easat-2140	224	22	moves	move	VERB
easat-2140	224	23	from	from	ADP
easat-2140	224	24	discovering	discover	VERB
easat-2140	224	25	new	new	ADJ
easat-2140	224	26	regions	region	NOUN
easat-2140	224	27	to	to	ADP
easat-2140	224	28	exploiting	exploit	VERB
easat-2140	224	29	fruitful	fruitful	ADJ
easat-2140	224	30	ones	one	NOUN
easat-2140	224	31	.	.	PUNCT
easat-2140	225	1	𝑀	𝑀	PROPN
easat-2140	225	2	=	=	PUNCT
easat-2140	226	1	∑	∑	PUNCT
easat-2140	226	2	𝑋𝑖×𝑠𝑚𝑖	𝑋𝑖×𝑠𝑚𝑖	ADV
easat-2140	226	3	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	226	4	𝑛	𝑛	PRON
easat-2140	226	5	𝑖=1	𝑖=1	PROPN
easat-2140	226	6	(	(	PUNCT
easat-2140	226	7	11	11	NUM
easat-2140	226	8	)	)	PUNCT
easat-2140	226	9	𝐶𝐹	𝐶𝐹	NOUN
easat-2140	227	1	=	=	PUNCT
easat-2140	227	2	(	(	PUNCT
easat-2140	227	3	1	1	NUM
easat-2140	227	4	−	−	PROPN
easat-2140	227	5	𝑖𝑡𝑒𝑟	𝑖𝑡𝑒𝑟	NOUN
easat-2140	227	6	𝑀𝑎𝑥𝑖𝑖𝑒𝑟	𝑀𝑎𝑥𝑖𝑖𝑒𝑟	PROPN
easat-2140	227	7	)	)	PUNCT
easat-2140	227	8	(	(	PUNCT
easat-2140	227	9	2×𝑖𝑡𝑒𝑟	2×𝑖𝑡𝑒𝑟	NUM
easat-2140	227	10	𝑀𝑎𝑥𝑖𝑡𝑒𝑟	𝑀𝑎𝑥𝑖𝑡𝑒𝑟	PROPN
easat-2140	227	11	)	)	PUNCT
easat-2140	227	12	(	(	PUNCT
easat-2140	227	13	12	12	NUM
easat-2140	227	14	)	)	PUNCT
easat-2140	227	15	the	the	DET
easat-2140	227	16	alpha	alpha	NOUN
easat-2140	227	17	group	group	NOUN
easat-2140	227	18	got	get	VERB
easat-2140	227	19	a	a	DET
easat-2140	227	20	glimpse	glimpse	NOUN
easat-2140	227	21	of	of	ADP
easat-2140	227	22	the	the	DET
easat-2140	227	23	young	young	ADJ
easat-2140	227	24	colony	colony	NOUN
easat-2140	227	25	when	when	SCONJ
easat-2140	227	26	they	they	PRON
easat-2140	227	27	traded	trade	VERB
easat-2140	227	28	places	place	NOUN
easat-2140	227	29	with	with	ADP
easat-2140	227	30	babysitters	babysitter	NOUN
easat-2140	227	31	in	in	ADP
easat-2140	227	32	the	the	DET
easat-2140	227	33	late	late	ADJ
easat-2140	227	34	evening	evening	NOUN
easat-2140	227	35	.	.	PUNCT
easat-2140	228	1	what	what	PRON
easat-2140	228	2	happens	happen	VERB
easat-2140	228	3	in	in	ADP
easat-2140	228	4	terms	term	NOUN
easat-2140	228	5	of	of	ADP
easat-2140	228	6	caregiver	caregiver	NOUN
easat-2140	228	7	-	-	PUNCT
easat-2140	228	8	to	to	ADP
easat-2140	228	9	-	-	PUNCT
easat-2140	228	10	foraging	forage	VERB
easat-2140	228	11	mongoose	mongoose	NOUN
easat-2140	228	12	ratio	ratio	NOUN
easat-2140	228	13	depends	depend	VERB
easat-2140	228	14	on	on	ADP
easat-2140	228	15	population	population	NOUN
easat-2140	228	16	size	size	NOUN
easat-2140	228	17	.	.	PUNCT
easat-2140	229	1	for	for	ADP
easat-2140	229	2	the	the	DET
easat-2140	229	3	purpose	purpose	NOUN
easat-2140	229	4	of	of	ADP
easat-2140	229	5	simulating	simulate	VERB
easat-2140	229	6	the	the	DET
easat-2140	229	7	exchange	exchange	NOUN
easat-2140	229	8	operation	operation	NOUN
easat-2140	229	9	in	in	ADP
easat-2140	229	10	the	the	DET
easat-2140	229	11	late	late	ADJ
easat-2140	229	12	afternoon	afternoon	NOUN
easat-2140	229	13	or	or	CCONJ
easat-2140	229	14	early	early	ADJ
easat-2140	229	15	evening	evening	NOUN
easat-2140	229	16	,	,	PUNCT
easat-2140	229	17	eq	eq	NOUN
easat-2140	229	18	.	.	PUNCT
easat-2140	230	1	(	(	PUNCT
easat-2140	230	2	13	13	NUM
easat-2140	230	3	)	)	PUNCT
easat-2140	230	4	is	be	AUX
easat-2140	230	5	simulated	simulate	VERB
easat-2140	230	6	.	.	PUNCT
easat-2140	231	1	𝑝ℎ𝑎𝑠𝑒	𝑝ℎ𝑎𝑠𝑒	PROPN
easat-2140	232	1	=	=	PRON
easat-2140	232	2	{	{	PUNCT
easat-2140	232	3	𝑆𝑐𝑜𝑢𝑡	𝑆𝑐𝑜𝑢𝑡	PROPN
easat-2140	232	4	,	,	PUNCT
easat-2140	232	5	𝐶	𝐶	PROPN
easat-2140	232	6	<	<	X
easat-2140	232	7	𝐿	𝐿	PROPN
easat-2140	232	8	𝐵𝑎𝑏𝑦𝑠𝑖𝑡𝑡𝑖𝑛𝑔	𝐵𝑎𝑏𝑦𝑠𝑖𝑡𝑡𝑖𝑛𝑔	PROPN
easat-2140	232	9	,	,	PUNCT
easat-2140	232	10	𝐶	𝐶	PROPN
easat-2140	232	11	≥	≥	PRON
easat-2140	232	12	𝐿	𝐿	PROPN
easat-2140	232	13	(	(	PUNCT
easat-2140	232	14	13	13	NUM
easat-2140	232	15	)	)	PUNCT
easat-2140	232	16	every	every	DET
easat-2140	232	17	time	time	NOUN
easat-2140	232	18	the	the	DET
easat-2140	232	19	counter	counter	NOUN
easat-2140	232	20	(	(	PUNCT
easat-2140	232	21	c	c	NOUN
easat-2140	232	22	)	)	PUNCT
easat-2140	232	23	goes	go	VERB
easat-2140	232	24	over	over	ADP
easat-2140	232	25	the	the	DET
easat-2140	232	26	exchange	exchange	NOUN
easat-2140	232	27	principles	principle	NOUN
easat-2140	232	28	,	,	PUNCT
easat-2140	232	29	all	all	DET
easat-2140	232	30	the	the	DET
easat-2140	232	31	data	datum	NOUN
easat-2140	232	32	collected	collect	VERB
easat-2140	232	33	by	by	ADP
easat-2140	232	34	the	the	DET
easat-2140	232	35	prior	prior	ADJ
easat-2140	232	36	foraging	forage	VERB
easat-2140	232	37	groups	group	NOUN
easat-2140	232	38	is	be	AUX
easat-2140	232	39	reset	reset	VERB
easat-2140	232	40	to	to	ADP
easat-2140	232	41	zero	zero	NUM
easat-2140	232	42	.	.	PUNCT
easat-2140	233	1	beginning	begin	VERB
easat-2140	233	2	with	with	ADP
easat-2140	233	3	the	the	DET
easat-2140	233	4	reconnaissance	reconnaissance	NOUN
easat-2140	233	5	phase	phase	NOUN
easat-2140	233	6	,	,	PUNCT
easat-2140	233	7	the	the	DET
easat-2140	233	8	alpha	alpha	NOUN
easat-2140	233	9	continues	continue	VERB
easat-2140	233	10	.	.	PUNCT
easat-2140	234	1	to	to	PART
easat-2140	234	2	make	make	VERB
easat-2140	234	3	sure	sure	ADJ
easat-2140	234	4	the	the	DET
easat-2140	234	5	average	average	ADJ
easat-2140	234	6	weight	weight	NOUN
easat-2140	234	7	of	of	ADP
easat-2140	234	8	lowered	lower	VERB
easat-2140	234	9	,	,	PUNCT
easat-2140	234	10	we	we	PRON
easat-2140	234	11	fixed	fix	VERB
easat-2140	234	12	the	the	DET
easat-2140	234	13	babysitter	babysitter	NOUN
easat-2140	234	14	's	's	PART
easat-2140	234	15	primary	primary	ADJ
easat-2140	234	16	weight	weight	NOUN
easat-2140	234	17	to	to	ADP
easat-2140	234	18	0	0	NUM
easat-2140	234	19	.	.	PUNCT
easat-2140	235	1	once	once	SCONJ
easat-2140	235	2	the	the	DET
easat-2140	235	3	supreme	supreme	ADJ
easat-2140	235	4	sum	sum	PROPN
easat-2140	235	5	of	of	ADP
easat-2140	235	6	iterations	iteration	NOUN
easat-2140	235	7	has	have	AUX
easat-2140	235	8	been	be	AUX
easat-2140	235	9	touched	touch	VERB
easat-2140	235	10	and	and	CCONJ
easat-2140	235	11	the	the	DET
easat-2140	235	12	better	well	ADJ
easat-2140	235	13	outcome	outcome	NOUN
easat-2140	235	14	has	have	AUX
easat-2140	235	15	been	be	AUX
easat-2140	235	16	returned	return	VERB
easat-2140	235	17	,	,	PUNCT
easat-2140	235	18	the	the	DET
easat-2140	235	19	dmo	dmo	PROPN
easat-2140	235	20	procedure	procedure	NOUN
easat-2140	235	21	stops	stop	VERB
easat-2140	235	22	.	.	PUNCT
easat-2140	236	1	by	by	ADP
easat-2140	236	2	utilising	utilise	VERB
easat-2140	236	3	a	a	DET
easat-2140	236	4	quantum	quantum	NOUN
easat-2140	236	5	-	-	PUNCT
easat-2140	236	6	based	base	VERB
easat-2140	236	7	optimisation	optimisation	NOUN
easat-2140	236	8	(	(	PUNCT
easat-2140	236	9	qbo	qbo	NOUN
easat-2140	236	10	)	)	PUNCT
easat-2140	236	11	technique	technique	NOUN
easat-2140	236	12	,	,	PUNCT
easat-2140	236	13	the	the	DET
easat-2140	236	14	qdmo	qdmo	NOUN
easat-2140	236	15	algorithm	algorithm	NOUN
easat-2140	236	16	is	be	AUX
easat-2140	236	17	derived	derive	VERB
easat-2140	236	18	.	.	PUNCT
easat-2140	237	1	a	a	DET
easat-2140	237	2	binary	binary	ADJ
easat-2140	237	3	number	number	NOUN
easat-2140	237	4	can	can	AUX
easat-2140	237	5	stand	stand	VERB
easat-2140	237	6	in	in	ADP
easat-2140	237	7	for	for	ADP
easat-2140	237	8	a	a	DET
easat-2140	237	9	selectable	selectable	ADJ
easat-2140	237	10	or	or	CCONJ
easat-2140	237	11	eliminable	eliminable	ADJ
easat-2140	237	12	feature	feature	NOUN
easat-2140	237	13	in	in	ADP
easat-2140	237	14	this	this	DET
easat-2140	237	15	work	work	NOUN
easat-2140	237	16	.	.	PUNCT
easat-2140	238	1	every	every	DET
easat-2140	238	2	aspect	aspect	NOUN
easat-2140	238	3	of	of	ADP
easat-2140	238	4	qbo	qbo	PROPN
easat-2140	238	5	is	be	AUX
easat-2140	238	6	described	describe	VERB
easat-2140	238	7	by	by	ADP
easat-2140	238	8	a	a	DET
easat-2140	238	9	quantum	quantum	ADJ
easat-2140	238	10	bit	bit	NOUN
easat-2140	238	11	,	,	PUNCT
easat-2140	238	12	where	where	SCONJ
easat-2140	238	13	q	q	NOUN
easat-2140	238	14	represents	represent	VERB
easat-2140	238	15	the	the	DET
easat-2140	238	16	combination	combination	NOUN
easat-2140	238	17	of	of	ADP
easat-2140	238	18	values	value	NOUN
easat-2140	238	19	(	(	PUNCT
easat-2140	238	20	0	0	NUM
easat-2140	238	21	besides	besides	SCONJ
easat-2140	238	22	1	1	NUM
easat-2140	238	23	)	)	PUNCT
easat-2140	238	24	,	,	PUNCT
easat-2140	238	25	in	in	ADP
easat-2140	238	26	the	the	DET
easat-2140	238	27	form	form	NOUN
easat-2140	238	28	of	of	ADP
easat-2140	238	29	q−bit(q	q−bit(q	NUM
easat-2140	238	30	)	)	PUNCT
easat-2140	238	31	.	.	PUNCT
easat-2140	239	1	the	the	DET
easat-2140	239	2	exact	exact	ADJ
easat-2140	239	3	model	model	NOUN
easat-2140	239	4	known	know	VERB
easat-2140	239	5	as	as	ADP
easat-2140	239	6	q	q	NOUN
easat-2140	239	7	-	-	PUNCT
easat-2140	239	8	bit(q	bit(q	NOUN
easat-2140	239	9	)	)	PUNCT
easat-2140	239	10	is	be	AUX
easat-2140	239	11	constructed	construct	VERB
easat-2140	239	12	using	use	VERB
easat-2140	239	13	the	the	DET
easat-2140	239	14	subsequent	subsequent	ADJ
easat-2140	239	15	formula	formula	NOUN
easat-2140	239	16	.	.	PUNCT
easat-2140	240	1	𝑞	𝑞	X
easat-2140	240	2	=	=	X
easat-2140	240	3	𝑎	𝑎	PROPN
easat-2140	240	4	+	+	NUM
easat-2140	240	5	𝑖𝛽	𝑖𝛽	PROPN
easat-2140	240	6	=	=	SYM
easat-2140	240	7	𝑒𝑖𝜃	𝑒𝑖𝜃	PROPN
easat-2140	240	8	,	,	PUNCT
easat-2140	240	9	|𝑎|2	|𝑎|2	PROPN
easat-2140	240	10	+	+	SYM
easat-2140	240	11	|𝛽|2	|𝛽|2	NOUN
easat-2140	240	12	(	(	PUNCT
easat-2140	240	13	14	14	NUM
easat-2140	240	14	)	)	PUNCT
easat-2140	240	15	where	where	SCONJ
easat-2140	240	16	the	the	DET
easat-2140	240	17	likelihood	likelihood	NOUN
easat-2140	240	18	charge	charge	NOUN
easat-2140	240	19	of	of	ADP
easat-2140	240	20	q	q	NOUN
easat-2140	240	21	-	-	PUNCT
easat-2140	240	22	bit	bit	NOUN
easat-2140	240	23	can	can	AUX
easat-2140	240	24	be	be	AUX
easat-2140	240	25	0	0	NUM
easat-2140	240	26	besides	besides	SCONJ
easat-2140	240	27	1	1	NUM
easat-2140	240	28	is	be	AUX
easat-2140	240	29	characterized	characterize	VERB
easat-2140	240	30	as	as	ADP
easat-2140	240	31	α	α	PROPN
easat-2140	240	32	and	and	CCONJ
easat-2140	240	33	β	β	NOUN
easat-2140	240	34	,	,	PUNCT
easat-2140	240	35	harmoniously	harmoniously	ADV
easat-2140	240	36	.	.	PUNCT
easat-2140	241	1	the	the	DET
easat-2140	241	2	θ	θ	PROPN
easat-2140	241	3	parameter	parameter	NOUN
easat-2140	241	4	suggests	suggest	VERB
easat-2140	241	5	the	the	DET
easat-2140	241	6	progressed	progress	VERB
easat-2140	241	7	by	by	ADP
easat-2140	241	8	tan−1(α	tan−1(α	VERB
easat-2140	241	9	/	/	SYM
easat-2140	241	10	β	β	NOUN
easat-2140	241	11	)	)	PUNCT
easat-2140	241	12	.	.	PUNCT
easat-2140	242	1	the	the	DET
easat-2140	242	2	primary	primary	ADJ
easat-2140	242	3	goalmouth	goalmouth	NOUN
easat-2140	242	4	of	of	ADP
easat-2140	242	5	qbo	qbo	PROPN
easat-2140	242	6	is	be	AUX
easat-2140	242	7	to	to	PART
easat-2140	242	8	regulate	regulate	VERB
easat-2140	242	9	the	the	DET
easat-2140	242	10	change	change	NOUN
easat-2140	242	11	in	in	ADP
easat-2140	242	12	the	the	DET
easat-2140	242	13	charge	charge	NOUN
easat-2140	242	14	of	of	ADP
easat-2140	242	15	q	q	NOUN
easat-2140	242	16	,	,	PUNCT
easat-2140	242	17	and	and	CCONJ
easat-2140	242	18	it	it	PRON
easat-2140	242	19	could	could	AUX
easat-2140	242	20	be	be	AUX
easat-2140	242	21	articulated	articulate	VERB
easat-2140	242	22	as	as	ADP
easat-2140	242	23	shadows	shadow	NOUN
easat-2140	242	24	:	:	PUNCT
easat-2140	242	25	𝑞(𝑡	𝑞(𝑡	PROPN
easat-2140	242	26	+	+	CCONJ
easat-2140	243	1	1	1	X
easat-2140	243	2	)	)	PUNCT
easat-2140	243	3	=	=	SYM
easat-2140	243	4	𝑞(𝑡	𝑞(𝑡	ADJ
easat-2140	243	5	)	)	PUNCT
easat-2140	243	6	×	×	NOUN
easat-2140	243	7	𝑅(∆𝜃	𝑅(∆𝜃	ADV
easat-2140	243	8	)	)	PUNCT
easat-2140	244	1	=	=	PUNCT
easat-2140	245	1	[	[	X
easat-2140	245	2	𝑎(𝑡)𝛽(𝑡	𝑎(𝑡)𝛽(𝑡	NOUN
easat-2140	245	3	)	)	PUNCT
easat-2140	245	4	]	]	PUNCT
easat-2140	245	5	×	×	PROPN
easat-2140	245	6	𝑅(∆𝜃	𝑅(∆𝜃	PROPN
easat-2140	245	7	)	)	PUNCT
easat-2140	245	8	(	(	PUNCT
easat-2140	245	9	15	15	NUM
easat-2140	245	10	)	)	PUNCT
easat-2140	245	11	𝑅(∆𝜃	𝑅(∆𝜃	NUM
easat-2140	245	12	)	)	PUNCT
easat-2140	246	1	=	=	PUNCT
easat-2140	246	2	[	[	PUNCT
easat-2140	246	3	cos(∆𝜃	cos(∆𝜃	PROPN
easat-2140	246	4	)	)	PUNCT
easat-2140	246	5	−	−	PROPN
easat-2140	246	6	𝑠𝑖𝑛(∆𝜃	𝑠𝑖𝑛(∆𝜃	NUM
easat-2140	246	7	)	)	PUNCT
easat-2140	246	8	𝑠𝑖𝑛(∆𝜃	𝑠𝑖𝑛(∆𝜃	PROPN
easat-2140	246	9	)	)	PUNCT
easat-2140	246	10	−	−	PROPN
easat-2140	246	11	cos(∆𝜃	cos(∆𝜃	NUM
easat-2140	246	12	)	)	PUNCT
easat-2140	246	13	]	]	PUNCT
easat-2140	247	1	(	(	PUNCT
easat-2140	247	2	16	16	NUM
easat-2140	247	3	)	)	PUNCT
easat-2140	247	4	702	702	NUM
easat-2140	247	5	edelweiss	edelweiss	PROPN
easat-2140	247	6	applied	apply	VERB
easat-2140	247	7	science	science	NOUN
easat-2140	247	8	and	and	CCONJ
easat-2140	247	9	technology	technology	NOUN
easat-2140	247	10	issn	issn	PROPN
easat-2140	247	11	:	:	PUNCT
easat-2140	247	12	2576	2576	NUM
easat-2140	247	13	-	-	SYM
easat-2140	247	14	8484	8484	NUM
easat-2140	247	15	vol	vol	NOUN
easat-2140	247	16	.	.	PROPN
easat-2140	248	1	8	8	NUM
easat-2140	248	2	,	,	PUNCT
easat-2140	248	3	no	no	INTJ
easat-2140	248	4	.	.	NOUN
easat-2140	249	1	6	6	NUM
easat-2140	249	2	:	:	SYM
easat-2140	249	3	694	694	NUM
easat-2140	249	4	-	-	SYM
easat-2140	249	5	706	706	NUM
easat-2140	249	6	,	,	PUNCT
easat-2140	249	7	2024	2024	NUM
easat-2140	249	8	doi	doi	NOUN
easat-2140	249	9	:	:	PUNCT
easat-2140	249	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	249	11	©	©	PROPN
easat-2140	249	12	2024	2024	NUM
easat-2140	249	13	by	by	ADP
easat-2140	249	14	the	the	DET
easat-2140	249	15	authors	author	NOUN
easat-2140	249	16	;	;	PUNCT
easat-2140	249	17	licensee	licensee	PROPN
easat-2140	249	18	learning	learning	NOUN
easat-2140	249	19	gate	gate	NOUN
easat-2140	249	20	in	in	ADP
easat-2140	249	21	equation	equation	NOUN
easat-2140	249	22	(	(	PUNCT
easat-2140	249	23	16	16	NUM
easat-2140	249	24	)	)	PUNCT
easat-2140	249	25	,	,	PUNCT
easat-2140	249	26	the	the	DET
easat-2140	249	27	rotational	rotational	ADJ
easat-2140	249	28	angle	angle	NOUN
easat-2140	249	29	of	of	ADP
easat-2140	249	30	the	the	DET
easat-2140	249	31	ith	ith	PROPN
easat-2140	249	32	q	q	NOUN
easat-2140	249	33	-	-	PUNCT
easat-2140	249	34	bit	bit	NOUN
easat-2140	249	35	of	of	ADP
easat-2140	249	36	the	the	DET
easat-2140	249	37	jth	jth	NOUN
easat-2140	249	38	characterized	characterize	VERB
easat-2140	249	39	by	by	ADP
easat-2140	249	40	∆θ	∆θ	PROPN
easat-2140	249	41	.	.	PUNCT
easat-2140	250	1	using	use	VERB
easat-2140	250	2	qbo	qbo	PROPN
easat-2140	250	3	,	,	PUNCT
easat-2140	250	4	we	we	PRON
easat-2140	250	5	were	be	AUX
easat-2140	250	6	able	able	ADJ
easat-2140	250	7	to	to	PART
easat-2140	250	8	maximise	maximise	VERB
easat-2140	250	9	our	our	PRON
easat-2140	250	10	capacity	capacity	NOUN
easat-2140	250	11	to	to	PART
easat-2140	250	12	discover	discover	VERB
easat-2140	250	13	the	the	DET
easat-2140	250	14	optimal	optimal	ADJ
easat-2140	250	15	solution	solution	NOUN
easat-2140	250	16	by	by	ADP
easat-2140	250	17	balancing	balance	VERB
easat-2140	250	18	the	the	DET
easat-2140	250	19	exploitation	exploitation	NOUN
easat-2140	250	20	and	and	CCONJ
easat-2140	250	21	investigation	investigation	NOUN
easat-2140	250	22	of	of	ADP
easat-2140	250	23	dma	dma	PROPN
easat-2140	250	24	.	.	PUNCT
easat-2140	251	1	the	the	DET
easat-2140	251	2	next	next	ADJ
easat-2140	251	3	step	step	NOUN
easat-2140	251	4	is	be	AUX
easat-2140	251	5	to	to	PART
easat-2140	251	6	use	use	VERB
easat-2140	251	7	the	the	DET
easat-2140	251	8	training	training	NOUN
easat-2140	251	9	instances	instance	NOUN
easat-2140	251	10	to	to	PART
easat-2140	251	11	assess	assess	VERB
easat-2140	251	12	the	the	DET
easat-2140	251	13	fitness	fitness	NOUN
easat-2140	251	14	value	value	NOUN
easat-2140	251	15	across	across	ADP
easat-2140	251	16	all	all	DET
easat-2140	251	17	populations	population	NOUN
easat-2140	251	18	.	.	PUNCT
easat-2140	252	1	then	then	ADV
easat-2140	252	2	,	,	PUNCT
easat-2140	252	3	the	the	DET
easat-2140	252	4	minimal	minimal	ADJ
easat-2140	252	5	fitness	fitness	NOUN
easat-2140	252	6	value	value	NOUN
easat-2140	252	7	is	be	AUX
easat-2140	252	8	used	use	VERB
easat-2140	252	9	to	to	PART
easat-2140	252	10	assign	assign	VERB
easat-2140	252	11	better	well	ADJ
easat-2140	252	12	agents	agent	NOUN
easat-2140	252	13	.	.	PUNCT
easat-2140	253	1	the	the	DET
easat-2140	253	2	operator	operator	NOUN
easat-2140	253	3	of	of	ADP
easat-2140	253	4	the	the	DET
easat-2140	253	5	dmo	dmo	PROPN
easat-2140	253	6	algorithm	algorithm	PROPN
easat-2140	253	7	adopts	adopt	VERB
easat-2140	253	8	the	the	DET
easat-2140	253	9	solution	solution	NOUN
easat-2140	253	10	during	during	ADP
easat-2140	253	11	the	the	DET
easat-2140	253	12	exploitation	exploitation	NOUN
easat-2140	253	13	phase	phase	NOUN
easat-2140	253	14	.	.	PUNCT
easat-2140	254	1	make	make	VERB
easat-2140	254	2	sure	sure	ADJ
easat-2140	254	3	that	that	SCONJ
easat-2140	254	4	everyone	everyone	PRON
easat-2140	254	5	keeps	keep	VERB
easat-2140	254	6	going	go	VERB
easat-2140	254	7	until	until	SCONJ
easat-2140	254	8	the	the	DET
easat-2140	254	9	halting	halting	ADJ
easat-2140	254	10	condition	condition	NOUN
easat-2140	254	11	is	be	AUX
easat-2140	254	12	met	meet	VERB
easat-2140	254	13	.	.	PUNCT
easat-2140	255	1	afterwards	afterwards	ADV
easat-2140	255	2	,	,	PUNCT
easat-2140	255	3	the	the	DET
easat-2140	255	4	dimensions	dimension	NOUN
easat-2140	255	5	of	of	ADP
easat-2140	255	6	the	the	DET
easat-2140	255	7	testing	testing	NOUN
easat-2140	255	8	set	set	NOUN
easat-2140	255	9	were	be	AUX
easat-2140	255	10	reduced	reduce	VERB
easat-2140	255	11	according	accord	VERB
easat-2140	255	12	to	to	ADP
easat-2140	255	13	the	the	DET
easat-2140	255	14	optimal	optimal	ADJ
easat-2140	255	15	solution	solution	NOUN
easat-2140	255	16	,	,	PUNCT
easat-2140	255	17	and	and	CCONJ
easat-2140	255	18	the	the	DET
easat-2140	255	19	various	various	ADJ
easat-2140	255	20	metrics	metric	NOUN
easat-2140	255	21	were	be	AUX
easat-2140	255	22	used	use	VERB
easat-2140	255	23	to	to	PART
easat-2140	255	24	evaluate	evaluate	VERB
easat-2140	255	25	the	the	DET
easat-2140	255	26	implemented	implement	VERB
easat-2140	255	27	qdmo	qdmo	NOUN
easat-2140	255	28	as	as	ADP
easat-2140	255	29	fs	fs	PROPN
easat-2140	255	30	.	.	PUNCT
easat-2140	256	1	it	it	PRON
easat-2140	256	2	all	all	PRON
easat-2140	256	3	starts	start	VERB
easat-2140	256	4	with	with	ADP
easat-2140	256	5	creating	create	VERB
easat-2140	256	6	the	the	DET
easat-2140	256	7	n	n	PRON
easat-2140	256	8	agents	agent	NOUN
easat-2140	256	9	that	that	PRON
easat-2140	256	10	stand	stand	VERB
easat-2140	256	11	in	in	ADP
easat-2140	256	12	for	for	ADP
easat-2140	256	13	the	the	DET
easat-2140	256	14	populace	populace	NOUN
easat-2140	256	15	.	.	PUNCT
easat-2140	257	1	the	the	DET
easat-2140	257	2	q	q	NOUN
easat-2140	257	3	-	-	PUNCT
easat-2140	257	4	bits	bit	NOUN
easat-2140	257	5	and	and	CCONJ
easat-2140	257	6	d	d	PROPN
easat-2140	257	7	characteristics	characteristic	NOUN
easat-2140	257	8	are	be	AUX
easat-2140	257	9	current	current	ADJ
easat-2140	257	10	in	in	ADP
easat-2140	257	11	all	all	DET
easat-2140	257	12	solutions	solution	NOUN
easat-2140	257	13	.	.	PUNCT
easat-2140	258	1	therefore	therefore	ADV
easat-2140	258	2	,	,	PUNCT
easat-2140	258	3	in	in	ADP
easat-2140	258	4	eq	eq	ADP
easat-2140	258	5	.	.	PUNCT
easat-2140	259	1	(	(	PUNCT
easat-2140	259	2	16	16	NUM
easat-2140	259	3	)	)	PUNCT
easat-2140	259	4	,	,	PUNCT
easat-2140	259	5	the	the	DET
easat-2140	259	6	answer	answer	NOUN
easat-2140	259	7	is	be	AUX
easat-2140	259	8	given	give	VERB
easat-2140	259	9	by	by	ADP
easat-2140	259	10	x_i	x_i	PROPN
easat-2140	259	11	as	as	ADP
easat-2140	259	12	shadows	shadow	NOUN
easat-2140	259	13	:	:	PUNCT
easat-2140	259	14	𝑋𝑖	𝑋𝑖	NOUN
easat-2140	259	15	=	=	PUNCT
easat-2140	259	16	[	[	X
easat-2140	259	17	𝑞𝑖1|𝑞𝑖2	𝑞𝑖1|𝑞𝑖2	X
easat-2140	259	18	]	]	X
easat-2140	259	19	…	…	PUNCT
easat-2140	259	20	.	.	PUNCT
easat-2140	259	21	|𝑞𝑖𝐷	|𝑞𝑖𝐷	PUNCT
easat-2140	260	1	=	=	PUNCT
easat-2140	261	1	[	[	X
easat-2140	261	2	𝜃𝑖1|𝜃𝑖2	𝜃𝑖1|𝜃𝑖2	X
easat-2140	261	3	…	…	PUNCT
easat-2140	261	4	𝜃𝑖𝐷	𝜃𝑖𝐷	NOUN
easat-2140	261	5	]	]	PUNCT
easat-2140	261	6	,	,	PUNCT
easat-2140	261	7	𝑖	𝑖	NOUN
easat-2140	261	8	=	=	SYM
easat-2140	261	9	1,2	1,2	NUM
easat-2140	261	10	,	,	PUNCT
easat-2140	261	11	…	…	PUNCT
easat-2140	261	12	,	,	PUNCT
easat-2140	261	13	𝑁	𝑁	PROPN
easat-2140	261	14	(	(	PUNCT
easat-2140	261	15	17	17	NUM
easat-2140	261	16	)	)	PUNCT
easat-2140	261	17	a	a	DET
easat-2140	261	18	set	set	NOUN
easat-2140	261	19	of	of	ADP
easat-2140	261	20	superposition	superposition	NOUN
easat-2140	261	21	’s	’s	ADV
easat-2140	261	22	of	of	ADP
easat-2140	261	23	likelihood	likelihood	NOUN
easat-2140	261	24	for	for	SCONJ
easat-2140	261	25	the	the	DET
easat-2140	261	26	feature	feature	NOUN
easat-2140	261	27	is	be	AUX
easat-2140	261	28	convinced	convince	VERB
easat-2140	261	29	or	or	CCONJ
easat-2140	261	30	not	not	PART
easat-2140	261	31	characterized	characterize	VERB
easat-2140	261	32	as	as	ADP
easat-2140	261	33	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	261	34	.	.	PUNCT
easat-2140	262	1	the	the	DET
easat-2140	262	2	period	period	NOUN
easat-2140	262	3	of	of	ADP
easat-2140	262	4	the	the	DET
easat-2140	262	5	qdmo	qdmo	NOUN
easat-2140	262	6	is	be	AUX
easat-2140	262	7	to	to	PART
easat-2140	262	8	update	update	VERB
easat-2140	262	9	encounter	encounter	VERB
easat-2140	262	10	the	the	DET
easat-2140	262	11	stopping	stop	VERB
easat-2140	262	12	condition	condition	NOUN
easat-2140	262	13	.	.	PUNCT
easat-2140	263	1	the	the	DET
easat-2140	263	2	all	all	PRON
easat-2140	263	3	unique	unique	ADJ
easat-2140	263	4	𝑋𝑖	𝑋𝑖	PROPN
easat-2140	263	5	eq	eq	PROPN
easat-2140	263	6	.	.	PUNCT
easat-2140	263	7	(	(	PUNCT
easat-2140	263	8	17	17	NUM
easat-2140	263	9	)	)	PUNCT
easat-2140	263	10	to	to	PART
easat-2140	263	11	obtain	obtain	VERB
easat-2140	263	12	:	:	PUNCT
easat-2140	263	13	𝐵𝑋𝑖,𝑗	𝐵𝑋𝑖,𝑗	PROPN
easat-2140	263	14	=	=	PRON
easat-2140	263	15	{	{	PUNCT
easat-2140	263	16	1	1	NUM
easat-2140	263	17	𝑖𝑓	𝑖𝑓	NUM
easat-2140	263	18	𝑟𝑎𝑛𝑑	𝑟𝑎𝑛𝑑	NOUN
easat-2140	263	19	<	<	X
easat-2140	263	20	|𝛽|2	|𝛽|2	PROPN
easat-2140	263	21	0	0	NUM
easat-2140	263	22	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	NOUN
easat-2140	263	23	(	(	PUNCT
easat-2140	263	24	18	18	NUM
easat-2140	263	25	)	)	PUNCT
easat-2140	263	26	where	where	SCONJ
easat-2140	263	27	β	β	NOUN
easat-2140	263	28	is	be	AUX
easat-2140	263	29	strong	strong	ADJ
easat-2140	263	30	-	-	PUNCT
easat-2140	263	31	minded	minded	ADJ
easat-2140	263	32	in	in	ADP
easat-2140	263	33	eq	eq	ADP
easat-2140	263	34	.	.	PUNCT
easat-2140	263	35	(	(	PUNCT
easat-2140	263	36	14	14	NUM
easat-2140	263	37	)	)	PUNCT
easat-2140	263	38	.	.	PUNCT
easat-2140	264	1	rand∈	rand∈	VERB
easat-2140	264	2	[	[	X
easat-2140	264	3	0	0	NUM
easat-2140	264	4	,	,	PUNCT
easat-2140	264	5	1	1	NUM
easat-2140	264	6	]	]	PUNCT
easat-2140	264	7	represents	represent	VERB
easat-2140	264	8	the	the	DET
easat-2140	264	9	sum	sum	NOUN
easat-2140	264	10	generated	generate	VERB
easat-2140	264	11	at	at	ADP
easat-2140	264	12	random	random	ADJ
easat-2140	264	13	.	.	PUNCT
easat-2140	265	1	learning	learn	VERB
easat-2140	265	2	the	the	DET
easat-2140	265	3	classifiers	classifier	NOUN
easat-2140	265	4	via	via	ADP
easat-2140	265	5	matches	match	NOUN
easat-2140	265	6	the	the	DET
easat-2140	265	7	one	one	NUM
easat-2140	265	8	in	in	ADP
easat-2140	265	9	the	the	DET
easat-2140	265	10	second	second	ADJ
easat-2140	265	11	phase	phase	NOUN
easat-2140	265	12	𝐵𝑋𝑖,𝑗	𝐵𝑋𝑖,𝑗	PROPN
easat-2140	265	13	and	and	CCONJ
easat-2140	265	14	compute	compute	VERB
easat-2140	265	15	the	the	DET
easat-2140	265	16	fitness	fitness	NOUN
easat-2140	265	17	standards	standard	NOUN
easat-2140	265	18	that	that	PRON
easat-2140	265	19	are	be	AUX
easat-2140	265	20	exposed	expose	VERB
easat-2140	265	21	below	below	ADP
easat-2140	265	22	:	:	PUNCT
easat-2140	266	1	𝐹𝑖𝑡𝑖	𝐹𝑖𝑡𝑖	PROPN
easat-2140	266	2	=	=	SYM
easat-2140	266	3	𝜌	𝜌	X
easat-2140	266	4	×	×	NOUN
easat-2140	266	5	𝛾	𝛾	ADP
easat-2140	266	6	+	+	CCONJ
easat-2140	266	7	(	(	PUNCT
easat-2140	266	8	1	1	NUM
easat-2140	266	9	−	−	NOUN
easat-2140	266	10	𝜌	𝜌	NOUN
easat-2140	266	11	)	)	PUNCT
easat-2140	266	12	×	×	NOUN
easat-2140	266	13	(	(	PUNCT
easat-2140	266	14	|𝐵𝑋𝑖,𝑗|	|𝐵𝑋𝑖,𝑗|	NOUN
easat-2140	266	15	𝐷	𝐷	NOUN
easat-2140	266	16	)	)	PUNCT
easat-2140	266	17	(	(	PUNCT
easat-2140	266	18	19	19	NUM
easat-2140	266	19	)	)	PUNCT
easat-2140	266	20	the	the	DET
easat-2140	266	21	variable	variable	NOUN
easat-2140	266	22	in	in	ADP
easat-2140	266	23	the	the	DET
easat-2140	266	24	preceding	precede	VERB
easat-2140	266	25	equation	equation	NOUN
easat-2140	266	26	indicates	indicate	VERB
easat-2140	266	27	the	the	DET
easat-2140	266	28	total	total	ADJ
easat-2140	266	29	number	number	NOUN
easat-2140	266	30	of	of	ADP
easat-2140	266	31	features	feature	NOUN
easat-2140	266	32	designated	designate	VERB
easat-2140	266	33	.	.	PUNCT
easat-2140	267	1	|𝐵𝑋𝑖,𝑗|	|𝐵𝑋𝑖,𝑗|	PROPN
easat-2140	267	2	,	,	PUNCT
easat-2140	267	3	and	and	CCONJ
easat-2140	267	4	γ	γ	X
easat-2140	267	5	designate	designate	ADJ
easat-2140	267	6	classification	classification	NOUN
easat-2140	267	7	using	use	VERB
easat-2140	267	8	the	the	DET
easat-2140	267	9	classifier	classifier	NOUN
easat-2140	267	10	.	.	PUNCT
easat-2140	268	1	ρ	ρ	PROPN
easat-2140	268	2	∈	∈	PROPN
easat-2140	268	3	(	(	PUNCT
easat-2140	268	4	0	0	NUM
easat-2140	268	5	,	,	PUNCT
easat-2140	268	6	1	1	NUM
easat-2140	268	7	)	)	PUNCT
easat-2140	268	8	is	be	AUX
easat-2140	268	9	that	that	PRON
easat-2140	268	10	which	which	PRON
easat-2140	268	11	brings	bring	VERB
easat-2140	268	12	the	the	DET
easat-2140	268	13	two	two	NUM
easat-2140	268	14	sections	section	NOUN
easat-2140	268	15	'	'	PART
easat-2140	268	16	fitness	fitness	NOUN
easat-2140	268	17	values	value	NOUN
easat-2140	268	18	to	to	ADP
easat-2140	268	19	a	a	DET
easat-2140	268	20	common	common	ADJ
easat-2140	268	21	level	level	NOUN
easat-2140	268	22	.	.	PUNCT
easat-2140	269	1	the	the	DET
easat-2140	269	2	suggested	suggest	VERB
easat-2140	269	3	model	model	NOUN
easat-2140	269	4	's	's	PART
easat-2140	269	5	classification	classification	NOUN
easat-2140	269	6	efficiency	efficiency	NOUN
easat-2140	269	7	is	be	AUX
easat-2140	269	8	evaluated	evaluate	VERB
easat-2140	269	9	by	by	ADP
easat-2140	269	10	computing	compute	VERB
easat-2140	269	11	the	the	DET
easat-2140	269	12	crossentropy	crossentropy	NOUN
easat-2140	269	13	(	(	PUNCT
easat-2140	269	14	ce	ce	NOUN
easat-2140	269	15	)	)	PUNCT
easat-2140	269	16	loss	loss	NOUN
easat-2140	269	17	.	.	PUNCT
easat-2140	270	1	its	its	PRON
easat-2140	270	2	likelihood	likelihood	NOUN
easat-2140	270	3	may	may	AUX
easat-2140	270	4	be	be	AUX
easat-2140	270	5	anything	anything	PRON
easat-2140	270	6	from	from	ADP
easat-2140	270	7	zero	zero	NUM
easat-2140	270	8	to	to	ADP
easat-2140	270	9	one	one	NUM
easat-2140	270	10	.	.	PUNCT
easat-2140	271	1	loss	loss	NOUN
easat-2140	271	2	increases	increase	NOUN
easat-2140	271	3	as	as	SCONJ
easat-2140	271	4	the	the	DET
easat-2140	271	5	anticipated	anticipated	ADJ
easat-2140	271	6	class	class	NOUN
easat-2140	271	7	deviates	deviate	VERB
easat-2140	271	8	from	from	ADP
easat-2140	271	9	the	the	DET
easat-2140	271	10	actual	actual	ADJ
easat-2140	271	11	class	class	NOUN
easat-2140	271	12	label	label	NOUN
easat-2140	271	13	.	.	PUNCT
easat-2140	272	1	here	here	ADV
easat-2140	272	2	is	be	AUX
easat-2140	272	3	the	the	DET
easat-2140	272	4	reckoning	reckoning	NOUN
easat-2140	272	5	for	for	ADP
easat-2140	272	6	cross	cross	NOUN
easat-2140	272	7	-	-	NOUN
easat-2140	272	8	entropy	entropy	ADJ
easat-2140	272	9	:	:	PUNCT
easat-2140	272	10	𝐶𝐸	𝐶𝐸	PROPN
easat-2140	272	11	=	=	SYM
easat-2140	272	12	−∑	−∑	PROPN
easat-2140	272	13	𝑖𝑘𝑙𝑜𝑔(𝑆𝑘	𝑖𝑘𝑙𝑜𝑔(𝑆𝑘	PROPN
easat-2140	272	14	)	)	PUNCT
easat-2140	272	15	𝑐	𝑐	PROPN
easat-2140	272	16	𝑘	𝑘	PROPN
easat-2140	272	17	(	(	PUNCT
easat-2140	272	18	20	20	NUM
easat-2140	272	19	)	)	PUNCT
easat-2140	272	20	where	where	SCONJ
easat-2140	272	21	c	c	PROPN
easat-2140	272	22	refers	refer	VERB
easat-2140	272	23	to	to	PART
easat-2140	272	24	altogether	altogether	ADV
easat-2140	272	25	diseased	disease	VERB
easat-2140	272	26	besides	besides	SCONJ
easat-2140	272	27	healthy	healthy	ADJ
easat-2140	272	28	classes	class	NOUN
easat-2140	272	29	,	,	PUNCT
easat-2140	272	30	𝑖𝑘	𝑖𝑘	AUX
easat-2140	272	31	discusses	discusse	NOUN
easat-2140	272	32	to	to	ADP
easat-2140	272	33	truth	truth	NOUN
easat-2140	272	34	,	,	PUNCT
easat-2140	272	35	and	and	CCONJ
easat-2140	272	36	𝑆𝑘	𝑆𝑘	PROPN
easat-2140	272	37	characterizes	characterize	VERB
easat-2140	272	38	the	the	DET
easat-2140	272	39	system	system	NOUN
easat-2140	272	40	scores	score	NOUN
easat-2140	272	41	for	for	ADP
easat-2140	272	42	each	each	DET
easat-2140	272	43	separate	separate	ADJ
easat-2140	272	44	class	class	NOUN
easat-2140	272	45	i	i	PROPN
easat-2140	272	46	of	of	ADP
easat-2140	272	47	c.	c.	PROPN
easat-2140	272	48	4	4	NUM
easat-2140	272	49	.	.	PUNCT
easat-2140	272	50	results	result	NOUN
easat-2140	272	51	and	and	CCONJ
easat-2140	272	52	discussion	discussion	NOUN
easat-2140	272	53	the	the	DET
easat-2140	272	54	trials	trial	NOUN
easat-2140	272	55	are	be	AUX
easat-2140	272	56	conducted	conduct	VERB
easat-2140	272	57	on	on	ADP
easat-2140	272	58	a	a	DET
easat-2140	272	59	pc	pc	NOUN
easat-2140	272	60	with	with	ADP
easat-2140	272	61	an	an	DET
easat-2140	272	62	intel	intel	PROPN
easat-2140	272	63	core	core	NOUN
easat-2140	272	64	i5	i5	PROPN
easat-2140	272	65	-	-	PUNCT
easat-2140	272	66	7200	7200	NUM
easat-2140	272	67	cpu	cpu	NOUN
easat-2140	272	68	,	,	PUNCT
easat-2140	272	69	8	8	NUM
easat-2140	272	70	gb	gb	NOUN
easat-2140	272	71	of	of	ADP
easat-2140	272	72	ram	ram	NOUN
easat-2140	272	73	,	,	PUNCT
easat-2140	272	74	besides	besides	SCONJ
easat-2140	272	75	a	a	DET
easat-2140	272	76	processing	processing	NOUN
easat-2140	272	77	speed	speed	NOUN
easat-2140	272	78	of	of	ADP
easat-2140	272	79	2.7	2.7	NUM
easat-2140	272	80	ghz	ghz	NOUN
easat-2140	272	81	.	.	PUNCT
easat-2140	273	1	a	a	DET
easat-2140	273	2	specialised	specialised	ADJ
easat-2140	273	3	user	user	NOUN
easat-2140	273	4	interface	interface	NOUN
easat-2140	273	5	(	(	PUNCT
easat-2140	273	6	ui	ui	NOUN
easat-2140	273	7	)	)	PUNCT
easat-2140	273	8	and	and	CCONJ
easat-2140	273	9	jupyter	jupyter	ADJ
easat-2140	273	10	notebook	notebook	NOUN
easat-2140	273	11	(	(	PUNCT
easat-2140	273	12	python	python	NOUN
easat-2140	273	13	3.7	3.7	NUM
easat-2140	273	14	)	)	PUNCT
easat-2140	273	15	are	be	AUX
easat-2140	273	16	utilised	utilise	VERB
easat-2140	273	17	to	to	PART
easat-2140	273	18	execute	execute	VERB
easat-2140	273	19	the	the	DET
easat-2140	273	20	procedures	procedure	NOUN
easat-2140	273	21	on	on	ADP
easat-2140	273	22	windows	window	NOUN
easat-2140	273	23	10	10	NUM
easat-2140	273	24	,	,	PUNCT
easat-2140	273	25	a	a	DET
easat-2140	273	26	64	64	NUM
easat-2140	273	27	-	-	PUNCT
easat-2140	273	28	bit	bit	NOUN
easat-2140	273	29	operating	operate	VERB
easat-2140	273	30	system	system	NOUN
easat-2140	273	31	.	.	PUNCT
easat-2140	274	1	natural	natural	ADJ
easat-2140	274	2	setting	setting	NOUN
easat-2140	274	3	.	.	PUNCT
easat-2140	275	1	4.1	4.1	NUM
easat-2140	275	2	.	.	PUNCT
easat-2140	276	1	validation	validation	NOUN
easat-2140	276	2	analysis	analysis	NOUN
easat-2140	276	3	of	of	ADP
easat-2140	276	4	projected	project	VERB
easat-2140	276	5	segmentation	segmentation	NOUN
easat-2140	276	6	perfect	perfect	ADJ
easat-2140	276	7	figure	figure	NOUN
easat-2140	276	8	4	4	NUM
easat-2140	276	9	presents	present	VERB
easat-2140	276	10	the	the	DET
easat-2140	276	11	comparative	comparative	ADJ
easat-2140	276	12	study	study	NOUN
easat-2140	276	13	of	of	ADP
easat-2140	276	14	proposed	propose	VERB
easat-2140	276	15	segmentation	segmentation	NOUN
easat-2140	276	16	technique	technique	NOUN
easat-2140	276	17	in	in	ADP
easat-2140	276	18	terms	term	NOUN
easat-2140	276	19	of	of	ADP
easat-2140	276	20	diverse	diverse	ADJ
easat-2140	276	21	metrics	metric	NOUN
easat-2140	276	22	.	.	PUNCT
easat-2140	277	1	703	703	NUM
easat-2140	277	2	edelweiss	edelweiss	PROPN
easat-2140	277	3	applied	apply	VERB
easat-2140	277	4	science	science	NOUN
easat-2140	277	5	and	and	CCONJ
easat-2140	277	6	technology	technology	NOUN
easat-2140	277	7	issn	issn	PROPN
easat-2140	277	8	:	:	PUNCT
easat-2140	277	9	2576	2576	NUM
easat-2140	277	10	-	-	SYM
easat-2140	277	11	8484	8484	NUM
easat-2140	277	12	vol	vol	NOUN
easat-2140	277	13	.	.	PROPN
easat-2140	278	1	8	8	NUM
easat-2140	278	2	,	,	PUNCT
easat-2140	278	3	no	no	INTJ
easat-2140	278	4	.	.	NOUN
easat-2140	279	1	6	6	NUM
easat-2140	279	2	:	:	SYM
easat-2140	279	3	694	694	NUM
easat-2140	279	4	-	-	SYM
easat-2140	279	5	706	706	NUM
easat-2140	279	6	,	,	PUNCT
easat-2140	279	7	2024	2024	NUM
easat-2140	279	8	doi	doi	NOUN
easat-2140	279	9	:	:	PUNCT
easat-2140	279	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	279	11	©	©	PROPN
easat-2140	279	12	2024	2024	NUM
easat-2140	279	13	by	by	ADP
easat-2140	279	14	the	the	DET
easat-2140	279	15	authors	author	NOUN
easat-2140	279	16	;	;	PUNCT
easat-2140	279	17	licensee	licensee	PROPN
easat-2140	279	18	learning	learn	VERB
easat-2140	279	19	gate	gate	NOUN
easat-2140	279	20	figure	figure	NOUN
easat-2140	279	21	4	4	NUM
easat-2140	279	22	.	.	PUNCT
easat-2140	280	1	analysis	analysis	NOUN
easat-2140	280	2	of	of	ADP
easat-2140	280	3	projected	project	VERB
easat-2140	280	4	segmentation	segmentation	NOUN
easat-2140	280	5	techniques	technique	NOUN
easat-2140	280	6	.	.	PUNCT
easat-2140	281	1	in	in	ADP
easat-2140	281	2	the	the	DET
easat-2140	281	3	analysis	analysis	NOUN
easat-2140	281	4	of	of	ADP
easat-2140	281	5	fcm	fcm	X
easat-2140	281	6	technique	technique	NOUN
easat-2140	281	7	attained	attain	VERB
easat-2140	281	8	global	global	ADJ
easat-2140	281	9	accuracy	accuracy	NOUN
easat-2140	281	10	as	as	ADP
easat-2140	281	11	0.91	0.91	NUM
easat-2140	281	12	also	also	ADV
easat-2140	281	13	mean	mean	VERB
easat-2140	281	14	accuracy	accuracy	NOUN
easat-2140	281	15	as	as	ADP
easat-2140	281	16	0.89	0.89	NUM
easat-2140	281	17	also	also	ADV
easat-2140	281	18	mean	mean	VERB
easat-2140	281	19	iou	iou	NOUN
easat-2140	281	20	as	as	ADP
easat-2140	281	21	0.68	0.68	NUM
easat-2140	281	22	and	and	CCONJ
easat-2140	281	23	weighted	weight	VERB
easat-2140	281	24	iou	iou	PROPN
easat-2140	281	25	as	as	ADP
easat-2140	281	26	0.89	0.89	NUM
easat-2140	281	27	also	also	ADV
easat-2140	281	28	the	the	DET
easat-2140	281	29	mean	mean	ADJ
easat-2140	281	30	score	score	NOUN
easat-2140	281	31	as	as	ADP
easat-2140	281	32	0.79	0.79	NUM
easat-2140	281	33	correspondingly	correspondingly	ADV
easat-2140	281	34	.	.	PUNCT
easat-2140	282	1	then	then	ADV
easat-2140	282	2	the	the	DET
easat-2140	282	3	unet	unet	NOUN
easat-2140	282	4	technique	technique	NOUN
easat-2140	282	5	attained	attain	VERB
easat-2140	282	6	global	global	ADJ
easat-2140	282	7	accuracy	accuracy	NOUN
easat-2140	282	8	as	as	ADP
easat-2140	282	9	0.98	0.98	NUM
easat-2140	282	10	also	also	ADV
easat-2140	282	11	mean	mean	VERB
easat-2140	282	12	accuracy	accuracy	NOUN
easat-2140	282	13	as	as	SCONJ
easat-2140	282	14	0.92	0.92	NUM
easat-2140	282	15	also	also	ADV
easat-2140	282	16	mean	mean	VERB
easat-2140	282	17	iou	iou	NOUN
easat-2140	282	18	as	as	ADP
easat-2140	282	19	0.71	0.71	NUM
easat-2140	282	20	and	and	CCONJ
easat-2140	282	21	weighted	weight	VERB
easat-2140	282	22	iou	iou	PROPN
easat-2140	282	23	as	as	ADP
easat-2140	282	24	0.97	0.97	NUM
easat-2140	282	25	also	also	ADV
easat-2140	282	26	the	the	DET
easat-2140	282	27	mean	mean	ADJ
easat-2140	282	28	score	score	NOUN
easat-2140	282	29	as	as	ADP
easat-2140	282	30	0.81	0.81	NUM
easat-2140	282	31	correspondingly	correspondingly	ADV
easat-2140	282	32	.	.	PUNCT
easat-2140	283	1	then	then	ADV
easat-2140	283	2	the	the	DET
easat-2140	283	3	segnet	segnet	NOUN
easat-2140	283	4	technique	technique	NOUN
easat-2140	283	5	attained	attain	VERB
easat-2140	283	6	global	global	ADJ
easat-2140	283	7	accuracy	accuracy	NOUN
easat-2140	283	8	as	as	ADP
easat-2140	283	9	0.99	0.99	NUM
easat-2140	283	10	also	also	ADV
easat-2140	283	11	mean	mean	VERB
easat-2140	283	12	accuracy	accuracy	NOUN
easat-2140	283	13	as	as	ADP
easat-2140	283	14	0.96	0.96	NUM
easat-2140	283	15	also	also	ADV
easat-2140	283	16	mean	mean	VERB
easat-2140	283	17	iou	iou	NOUN
easat-2140	283	18	as	as	ADP
easat-2140	283	19	0.72	0.72	NUM
easat-2140	283	20	and	and	CCONJ
easat-2140	283	21	weighted	weight	VERB
easat-2140	283	22	iou	iou	NOUN
easat-2140	283	23	as	as	ADP
easat-2140	283	24	0.98	0.98	NUM
easat-2140	283	25	also	also	ADV
easat-2140	283	26	the	the	DET
easat-2140	283	27	mean	mean	ADJ
easat-2140	283	28	score	score	NOUN
easat-2140	283	29	as	as	ADP
easat-2140	283	30	0.84	0.84	NUM
easat-2140	283	31	correspondingly	correspondingly	ADV
easat-2140	283	32	.	.	PUNCT
easat-2140	284	1	704	704	NUM
easat-2140	284	2	edelweiss	edelweiss	PROPN
easat-2140	284	3	applied	apply	VERB
easat-2140	284	4	science	science	NOUN
easat-2140	284	5	and	and	CCONJ
easat-2140	284	6	technology	technology	NOUN
easat-2140	284	7	issn	issn	PROPN
easat-2140	284	8	:	:	PUNCT
easat-2140	284	9	2576	2576	NUM
easat-2140	284	10	-	-	SYM
easat-2140	284	11	8484	8484	NUM
easat-2140	284	12	vol	vol	NOUN
easat-2140	284	13	.	.	PROPN
easat-2140	285	1	8	8	NUM
easat-2140	285	2	,	,	PUNCT
easat-2140	285	3	no	no	INTJ
easat-2140	285	4	.	.	NOUN
easat-2140	286	1	6	6	NUM
easat-2140	286	2	:	:	SYM
easat-2140	286	3	694	694	NUM
easat-2140	286	4	-	-	SYM
easat-2140	286	5	706	706	NUM
easat-2140	286	6	,	,	PUNCT
easat-2140	286	7	2024	2024	NUM
easat-2140	286	8	doi	doi	NOUN
easat-2140	286	9	:	:	PUNCT
easat-2140	286	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	286	11	©	©	PROPN
easat-2140	286	12	2024	2024	NUM
easat-2140	286	13	by	by	ADP
easat-2140	286	14	the	the	DET
easat-2140	286	15	authors	author	NOUN
easat-2140	286	16	;	;	PUNCT
easat-2140	286	17	licensee	licensee	PROPN
easat-2140	286	18	learning	learn	VERB
easat-2140	286	19	gate	gate	PROPN
easat-2140	286	20	figure	figure	NOUN
easat-2140	286	21	5	5	NUM
easat-2140	286	22	.	.	PUNCT
easat-2140	286	23	graphical	graphical	ADJ
easat-2140	286	24	description	description	NOUN
easat-2140	286	25	of	of	ADP
easat-2140	286	26	proposed	propose	VERB
easat-2140	286	27	classifier	classifier	NOUN
easat-2140	286	28	.	.	PUNCT
easat-2140	287	1	4.2	4.2	NUM
easat-2140	287	2	.	.	PUNCT
easat-2140	288	1	validation	validation	NOUN
easat-2140	288	2	analysis	analysis	NOUN
easat-2140	288	3	of	of	ADP
easat-2140	288	4	proposed	propose	VERB
easat-2140	288	5	classifier	classifier	NOUN
easat-2140	288	6	in	in	ADP
easat-2140	288	7	above	above	ADP
easat-2140	288	8	figure	figure	NOUN
easat-2140	288	9	5	5	NUM
easat-2140	288	10	represent	represent	VERB
easat-2140	288	11	the	the	DET
easat-2140	288	12	description	description	NOUN
easat-2140	288	13	of	of	ADP
easat-2140	288	14	proposed	propose	VERB
easat-2140	288	15	classifier	classifier	NOUN
easat-2140	288	16	.	.	PUNCT
easat-2140	289	1	in	in	ADP
easat-2140	289	2	the	the	DET
easat-2140	289	3	analysis	analysis	NOUN
easat-2140	289	4	of	of	ADP
easat-2140	289	5	overall	overall	ADJ
easat-2140	289	6	accuracy	accuracy	NOUN
easat-2140	289	7	of	of	ADP
easat-2140	289	8	1st	1st	ADJ
easat-2140	289	9	training	training	NOUN
easat-2140	289	10	site	site	NOUN
easat-2140	289	11	as	as	ADP
easat-2140	289	12	98.97	98.97	NUM
easat-2140	289	13	and	and	CCONJ
easat-2140	289	14	2nd	2nd	ADJ
easat-2140	289	15	site	site	NOUN
easat-2140	289	16	as	as	ADP
easat-2140	289	17	97.59	97.59	NUM
easat-2140	289	18	and	and	CCONJ
easat-2140	289	19	3rd	3rd	ADJ
easat-2140	289	20	site	site	NOUN
easat-2140	289	21	as	as	ADP
easat-2140	289	22	96.03	96.03	NUM
easat-2140	289	23	and	and	CCONJ
easat-2140	289	24	also	also	ADV
easat-2140	289	25	4th	4th	ADJ
easat-2140	289	26	site	site	NOUN
easat-2140	289	27	as	as	ADP
easat-2140	289	28	93.28	93.28	NUM
easat-2140	289	29	and	and	CCONJ
easat-2140	289	30	5th	5th	ADJ
easat-2140	289	31	as	as	ADP
easat-2140	289	32	95.15	95.15	NUM
easat-2140	289	33	also	also	ADV
easat-2140	289	34	6th	6th	NOUN
easat-2140	289	35	as	as	ADP
easat-2140	289	36	97.24	97.24	NUM
easat-2140	289	37	and	and	CCONJ
easat-2140	289	38	7th	7th	NOUN
easat-2140	289	39	as	as	ADP
easat-2140	289	40	87.70	87.70	NUM
easat-2140	289	41	also	also	ADV
easat-2140	289	42	8th	8th	NOUN
easat-2140	289	43	of	of	ADP
easat-2140	289	44	95.17	95.17	NUM
easat-2140	289	45	another	another	DET
easat-2140	289	46	testing	testing	NOUN
easat-2140	289	47	of	of	ADP
easat-2140	289	48	9th	9th	ADJ
easat-2140	289	49	site	site	NOUN
easat-2140	289	50	as	as	ADP
easat-2140	289	51	96.92	96.92	NUM
easat-2140	289	52	also	also	ADV
easat-2140	289	53	10th	10th	ADJ
easat-2140	289	54	site	site	NOUN
easat-2140	289	55	as	as	ADP
easat-2140	289	56	86.88	86.88	NUM
easat-2140	289	57	correspondingly	correspondingly	ADV
easat-2140	289	58	.	.	PUNCT
easat-2140	290	1	then	then	ADV
easat-2140	290	2	the	the	DET
easat-2140	290	3	f1	f1	NOUN
easat-2140	290	4	-	-	PUNCT
easat-2140	290	5	score	score	NOUN
easat-2140	290	6	of	of	ADP
easat-2140	290	7	1st	1st	ADJ
easat-2140	290	8	training	training	NOUN
easat-2140	290	9	site	site	NOUN
easat-2140	290	10	as	as	ADP
easat-2140	290	11	98.4	98.4	NUM
easat-2140	290	12	and	and	CCONJ
easat-2140	290	13	2nd	2nd	ADJ
easat-2140	290	14	site	site	NOUN
easat-2140	290	15	as	as	ADP
easat-2140	290	16	97.2	97.2	NUM
easat-2140	290	17	and	and	CCONJ
easat-2140	290	18	3rd	3rd	ADJ
easat-2140	290	19	site	site	NOUN
easat-2140	290	20	as	as	ADP
easat-2140	290	21	89.5	89.5	NUM
easat-2140	290	22	and	and	CCONJ
easat-2140	290	23	5th	5th	ADJ
easat-2140	290	24	as	as	ADP
easat-2140	290	25	95.7	95.7	NUM
easat-2140	290	26	also	also	ADV
easat-2140	290	27	6th	6th	NOUN
easat-2140	290	28	as	as	ADP
easat-2140	290	29	98.2	98.2	NUM
easat-2140	290	30	and	and	CCONJ
easat-2140	290	31	7th	7th	ADJ
easat-2140	290	32	as	as	ADP
easat-2140	290	33	90.9	90.9	NUM
easat-2140	290	34	also	also	ADV
easat-2140	290	35	8th	8th	NOUN
easat-2140	290	36	of	of	ADP
easat-2140	290	37	97.1	97.1	NUM
easat-2140	290	38	another	another	DET
easat-2140	290	39	testing	testing	NOUN
easat-2140	290	40	of	of	ADP
easat-2140	290	41	9th	9th	ADJ
easat-2140	290	42	site	site	NOUN
easat-2140	290	43	as	as	ADP
easat-2140	290	44	97.6	97.6	NUM
easat-2140	290	45	also	also	ADV
easat-2140	290	46	10th	10th	ADJ
easat-2140	290	47	site	site	NOUN
easat-2140	290	48	as	as	ADP
easat-2140	290	49	89.8	89.8	NUM
easat-2140	290	50	correspondingly	correspondingly	ADV
easat-2140	290	51	.	.	PUNCT
easat-2140	291	1	then	then	ADV
easat-2140	291	2	the	the	DET
easat-2140	291	3	iou	iou	NOUN
easat-2140	291	4	(	(	PUNCT
easat-2140	291	5	%	%	NOUN
easat-2140	291	6	)	)	PUNCT
easat-2140	291	7	of	of	ADP
easat-2140	291	8	1st	1st	ADJ
easat-2140	291	9	training	training	NOUN
easat-2140	291	10	site	site	NOUN
easat-2140	291	11	as	as	ADP
easat-2140	291	12	92.31	92.31	NUM
easat-2140	291	13	and	and	CCONJ
easat-2140	291	14	2nd	2nd	ADJ
easat-2140	291	15	site	site	NOUN
easat-2140	291	16	as	as	ADP
easat-2140	291	17	90.61	90.61	NUM
easat-2140	291	18	and	and	CCONJ
easat-2140	291	19	3rd	3rd	ADJ
easat-2140	291	20	site	site	NOUN
easat-2140	291	21	as	as	ADP
easat-2140	291	22	95.88	95.88	NUM
easat-2140	291	23	and	and	CCONJ
easat-2140	291	24	5th	5th	ADJ
easat-2140	291	25	as	as	ADP
easat-2140	291	26	99.44	99.44	NUM
easat-2140	291	27	also	also	ADV
easat-2140	291	28	6th	6th	NOUN
easat-2140	291	29	as	as	ADP
easat-2140	291	30	88.49	88.49	NUM
easat-2140	291	31	and	and	CCONJ
easat-2140	291	32	7th	7th	NOUN
easat-2140	291	33	as	as	ADP
easat-2140	291	34	93.04	93.04	NUM
easat-2140	291	35	also	also	ADV
easat-2140	291	36	8th	8th	NOUN
easat-2140	291	37	of	of	ADP
easat-2140	291	38	99.46	99.46	NUM
easat-2140	291	39	another	another	DET
easat-2140	291	40	testing	testing	NOUN
easat-2140	291	41	of	of	ADP
easat-2140	291	42	9th	9th	ADJ
easat-2140	291	43	site	site	NOUN
easat-2140	291	44	as	as	ADP
easat-2140	291	45	98.43	98.43	NUM
easat-2140	291	46	also	also	ADV
easat-2140	291	47	10th	10th	ADJ
easat-2140	291	48	site	site	NOUN
easat-2140	291	49	as	as	ADP
easat-2140	291	50	97.01	97.01	NUM
easat-2140	291	51	correspondingly	correspondingly	ADV
easat-2140	291	52	.	.	PUNCT
easat-2140	292	1	5	5	X
easat-2140	292	2	.	.	X
easat-2140	292	3	conclusion	conclusion	NOUN
easat-2140	292	4	this	this	DET
easat-2140	292	5	paper	paper	NOUN
easat-2140	292	6	introduced	introduce	VERB
easat-2140	292	7	a	a	DET
easat-2140	292	8	outline	outline	NOUN
easat-2140	292	9	for	for	ADP
easat-2140	292	10	glaucoma	glaucoma	NOUN
easat-2140	292	11	diagnosis	diagnosis	NOUN
easat-2140	292	12	using	use	VERB
easat-2140	292	13	deep	deep	ADJ
easat-2140	292	14	learning	learning	NOUN
easat-2140	292	15	,	,	PUNCT
easat-2140	292	16	which	which	PRON
easat-2140	292	17	includes	include	VERB
easat-2140	292	18	segmentation	segmentation	NOUN
easat-2140	292	19	,	,	PUNCT
easat-2140	292	20	classification	classification	NOUN
easat-2140	292	21	,	,	PUNCT
easat-2140	292	22	and	and	CCONJ
easat-2140	292	23	explainability	explainability	NOUN
easat-2140	292	24	.	.	PUNCT
easat-2140	293	1	the	the	DET
easat-2140	293	2	system	system	NOUN
easat-2140	293	3	was	be	AUX
easat-2140	293	4	tested	test	VERB
easat-2140	293	5	on	on	ADP
easat-2140	293	6	several	several	ADJ
easat-2140	293	7	fundus	fundus	NOUN
easat-2140	293	8	image	image	NOUN
easat-2140	293	9	datasets	dataset	NOUN
easat-2140	293	10	.	.	PUNCT
easat-2140	294	1	through	through	ADP
easat-2140	294	2	the	the	DET
easat-2140	294	3	use	use	NOUN
easat-2140	294	4	of	of	ADP
easat-2140	294	5	qdmoa	qdmoa	NOUN
easat-2140	294	6	,	,	PUNCT
easat-2140	294	7	the	the	DET
easat-2140	294	8	suggested	suggest	VERB
easat-2140	294	9	classifier	classifier	NOUN
easat-2140	294	10	is	be	AUX
easat-2140	294	11	fine	fine	ADV
easat-2140	294	12	-	-	PUNCT
easat-2140	294	13	tuned	tune	VERB
easat-2140	294	14	,	,	PUNCT
easat-2140	294	15	leading	lead	VERB
easat-2140	294	16	to	to	ADP
easat-2140	294	17	an	an	DET
easat-2140	294	18	improvement	improvement	NOUN
easat-2140	294	19	in	in	ADP
easat-2140	294	20	classification	classification	NOUN
easat-2140	294	21	accuracy	accuracy	NOUN
easat-2140	294	22	.	.	PUNCT
easat-2140	295	1	the	the	DET
easat-2140	295	2	main	main	ADJ
easat-2140	295	3	impartial	impartial	NOUN
easat-2140	295	4	of	of	ADP
easat-2140	295	5	this	this	DET
easat-2140	295	6	study	study	NOUN
easat-2140	295	7	was	be	AUX
easat-2140	295	8	to	to	PART
easat-2140	295	9	use	use	VERB
easat-2140	295	10	explainable	explainable	ADJ
easat-2140	295	11	ways	way	NOUN
easat-2140	295	12	to	to	PART
easat-2140	295	13	deduce	deduce	VERB
easat-2140	295	14	the	the	DET
easat-2140	295	15	underpinning	underpin	VERB
easat-2140	295	16	classification	classification	NOUN
easat-2140	295	17	model	model	NOUN
easat-2140	295	18	's	's	PART
easat-2140	295	19	prediction	prediction	NOUN
easat-2140	295	20	grounds	ground	NOUN
easat-2140	295	21	.	.	PUNCT
easat-2140	296	1	as	as	ADP
easat-2140	296	2	a	a	DET
easat-2140	296	3	result	result	NOUN
easat-2140	296	4	,	,	PUNCT
easat-2140	296	5	users	user	NOUN
easat-2140	296	6	will	will	AUX
easat-2140	296	7	have	have	VERB
easat-2140	296	8	more	more	ADJ
easat-2140	296	9	faith	faith	NOUN
easat-2140	296	10	in	in	ADP
easat-2140	296	11	the	the	DET
easat-2140	296	12	system	system	NOUN
easat-2140	296	13	and	and	CCONJ
easat-2140	296	14	be	be	AUX
easat-2140	296	15	more	more	ADV
easat-2140	296	16	comfortable	comfortable	ADJ
easat-2140	296	17	utilising	utilise	VERB
easat-2140	296	18	these	these	DET
easat-2140	296	19	diagnostic	diagnostic	ADJ
easat-2140	296	20	aids	aid	NOUN
easat-2140	296	21	.	.	PUNCT
easat-2140	297	1	here	here	ADV
easat-2140	297	2	,	,	PUNCT
easat-2140	297	3	we	we	PRON
easat-2140	297	4	had	have	VERB
easat-2140	297	5	a	a	DET
easat-2140	297	6	look	look	NOUN
easat-2140	297	7	at	at	ADP
easat-2140	297	8	the	the	DET
easat-2140	297	9	rim	rim	PROPN
easat-2140	297	10	-	-	PUNCT
easat-2140	297	11	one	one	NUM
easat-2140	297	12	,	,	PUNCT
easat-2140	297	13	acrima	acrima	PROPN
easat-2140	297	14	,	,	PUNCT
easat-2140	297	15	and	and	CCONJ
easat-2140	297	16	origa	origa	ADJ
easat-2140	297	17	fundus	fundus	NOUN
easat-2140	297	18	image	image	NOUN
easat-2140	297	19	collections	collection	NOUN
easat-2140	297	20	.	.	PUNCT
easat-2140	298	1	therefore	therefore	ADV
easat-2140	298	2	,	,	PUNCT
easat-2140	298	3	a	a	DET
easat-2140	298	4	computational	computational	ADJ
easat-2140	298	5	model	model	NOUN
easat-2140	298	6	utilising	utilise	VERB
easat-2140	298	7	deep	deep	ADJ
easat-2140	298	8	learning	learning	NOUN
easat-2140	298	9	procedures	procedure	NOUN
easat-2140	298	10	may	may	AUX
easat-2140	298	11	be	be	AUX
easat-2140	298	12	utilised	utilise	VERB
easat-2140	298	13	as	as	ADP
easat-2140	298	14	a	a	DET
easat-2140	298	15	useful	useful	ADJ
easat-2140	298	16	tool	tool	NOUN
easat-2140	298	17	to	to	PART
easat-2140	298	18	properly	properly	ADV
easat-2140	298	19	diagnose	diagnose	VERB
easat-2140	298	20	glaucoma	glaucoma	NOUN
easat-2140	298	21	eye	eye	NOUN
easat-2140	298	22	disorders	disorder	NOUN
easat-2140	298	23	.	.	PUNCT
easat-2140	299	1	ophthalmologists	ophthalmologist	NOUN
easat-2140	299	2	and	and	CCONJ
easat-2140	299	3	other	other	ADJ
easat-2140	299	4	medical	medical	ADJ
easat-2140	299	5	professionals	professional	NOUN
easat-2140	299	6	may	may	AUX
easat-2140	299	7	now	now	ADV
easat-2140	299	8	benefit	benefit	VERB
easat-2140	299	9	from	from	ADP
easat-2140	299	10	a	a	DET
easat-2140	299	11	dependable	dependable	ADJ
easat-2140	299	12	glaucoma	glaucoma	NOUN
easat-2140	299	13	diagnosis	diagnosis	NOUN
easat-2140	299	14	system	system	NOUN
easat-2140	299	15	thanks	thank	NOUN
easat-2140	299	16	to	to	ADP
easat-2140	299	17	the	the	DET
easat-2140	299	18	suggested	suggest	VERB
easat-2140	299	19	approach	approach	NOUN
easat-2140	299	20	,	,	PUNCT
easat-2140	299	21	which	which	PRON
easat-2140	299	22	has	have	AUX
easat-2140	299	23	allowed	allow	VERB
easat-2140	299	24	for	for	ADP
easat-2140	299	25	more	more	ADV
easat-2140	299	26	precise	precise	ADJ
easat-2140	299	27	mass	mass	NOUN
easat-2140	299	28	screening	screening	NOUN
easat-2140	299	29	for	for	ADP
easat-2140	299	30	the	the	DET
easat-2140	299	31	disease	disease	NOUN
easat-2140	299	32	.	.	PUNCT
easat-2140	300	1	copyright	copyright	NOUN
easat-2140	300	2	:	:	PUNCT
easat-2140	300	3	©	©	PROPN
easat-2140	300	4	2024	2024	NUM
easat-2140	300	5	by	by	ADP
easat-2140	300	6	the	the	DET
easat-2140	300	7	authors	author	NOUN
easat-2140	300	8	.	.	PUNCT
easat-2140	301	1	this	this	DET
easat-2140	301	2	article	article	NOUN
easat-2140	301	3	is	be	AUX
easat-2140	301	4	an	an	DET
easat-2140	301	5	open	open	ADJ
easat-2140	301	6	access	access	NOUN
easat-2140	301	7	article	article	NOUN
easat-2140	301	8	distributed	distribute	VERB
easat-2140	301	9	under	under	ADP
easat-2140	301	10	the	the	DET
easat-2140	301	11	terms	term	NOUN
easat-2140	301	12	and	and	CCONJ
easat-2140	301	13	conditions	condition	NOUN
easat-2140	301	14	of	of	ADP
easat-2140	301	15	the	the	DET
easat-2140	301	16	creative	creative	ADJ
easat-2140	301	17	commons	common	NOUN
easat-2140	301	18	attribution	attribution	NOUN
easat-2140	301	19	(	(	PUNCT
easat-2140	301	20	cc	cc	NOUN
easat-2140	301	21	by	by	ADP
easat-2140	301	22	)	)	PUNCT
easat-2140	301	23	license	license	NOUN
easat-2140	301	24	(	(	PUNCT
easat-2140	301	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2140	301	26	)	)	PUNCT
easat-2140	301	27	.	.	PUNCT
easat-2140	302	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2140	302	2	705	705	NUM
easat-2140	302	3	edelweiss	edelweiss	PROPN
easat-2140	302	4	applied	apply	VERB
easat-2140	302	5	science	science	NOUN
easat-2140	302	6	and	and	CCONJ
easat-2140	302	7	technology	technology	NOUN
easat-2140	302	8	issn	issn	PROPN
easat-2140	302	9	:	:	PUNCT
easat-2140	302	10	2576	2576	NUM
easat-2140	302	11	-	-	SYM
easat-2140	302	12	8484	8484	NUM
easat-2140	302	13	vol	vol	NOUN
easat-2140	302	14	.	.	PROPN
easat-2140	303	1	8	8	NUM
easat-2140	303	2	,	,	PUNCT
easat-2140	303	3	no	no	INTJ
easat-2140	303	4	.	.	NOUN
easat-2140	304	1	6	6	NUM
easat-2140	304	2	:	:	SYM
easat-2140	304	3	694	694	NUM
easat-2140	304	4	-	-	SYM
easat-2140	304	5	706	706	NUM
easat-2140	304	6	,	,	PUNCT
easat-2140	304	7	2024	2024	NUM
easat-2140	304	8	doi	doi	NOUN
easat-2140	304	9	:	:	PUNCT
easat-2140	304	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	304	11	©	©	PROPN
easat-2140	304	12	2024	2024	NUM
easat-2140	304	13	by	by	ADP
easat-2140	304	14	the	the	DET
easat-2140	304	15	authors	author	NOUN
easat-2140	304	16	;	;	PUNCT
easat-2140	304	17	licensee	licensee	PROPN
easat-2140	304	18	learning	learn	VERB
easat-2140	304	19	gate	gate	NOUN
easat-2140	304	20	references	reference	NOUN
easat-2140	304	21	[	[	X
easat-2140	304	22	1	1	NUM
easat-2140	304	23	]	]	PUNCT
easat-2140	304	24	j.	j.	PROPN
easat-2140	304	25	latif	latif	PROPN
easat-2140	304	26	,	,	PUNCT
easat-2140	304	27	s.	s.	PROPN
easat-2140	304	28	tu	tu	PROPN
easat-2140	304	29	,	,	PUNCT
easat-2140	304	30	c.	c.	PROPN
easat-2140	304	31	xiao	xiao	PROPN
easat-2140	304	32	,	,	PUNCT
easat-2140	304	33	s.	s.	PROPN
easat-2140	304	34	ur	ur	PROPN
easat-2140	304	35	rehman	rehman	PROPN
easat-2140	304	36	,	,	PUNCT
easat-2140	304	37	a.	a.	NOUN
easat-2140	304	38	imran	imran	PROPN
easat-2140	304	39	,	,	PUNCT
easat-2140	304	40	and	and	CCONJ
easat-2140	304	41	y.	y.	PROPN
easat-2140	304	42	latif	latif	PROPN
easat-2140	304	43	,	,	PUNCT
easat-2140	304	44	"	"	PUNCT
easat-2140	304	45	odgnet	odgnet	NOUN
easat-2140	304	46	:	:	PUNCT
easat-2140	304	47	a	a	DET
easat-2140	304	48	deep	deep	ADJ
easat-2140	304	49	learning	learning	NOUN
easat-2140	304	50	model	model	NOUN
easat-2140	304	51	for	for	ADP
easat-2140	304	52	automated	automate	VERB
easat-2140	304	53	optic	optic	NOUN
easat-2140	304	54	disc	disc	NOUN
easat-2140	304	55	localization	localization	NOUN
easat-2140	304	56	and	and	CCONJ
easat-2140	304	57	glaucoma	glaucoma	NOUN
easat-2140	304	58	classification	classification	NOUN
easat-2140	304	59	using	use	VERB
easat-2140	304	60	fundus	fundus	NOUN
easat-2140	304	61	images	image	NOUN
easat-2140	304	62	,	,	PUNCT
easat-2140	304	63	"	"	PUNCT
easat-2140	304	64	sn	sn	PROPN
easat-2140	304	65	applied	apply	VERB
easat-2140	304	66	sciences	science	NOUN
easat-2140	304	67	,	,	PUNCT
easat-2140	304	68	vol	vol	NOUN
easat-2140	304	69	.	.	PROPN
easat-2140	305	1	4	4	NUM
easat-2140	305	2	,	,	PUNCT
easat-2140	305	3	no	no	INTJ
easat-2140	305	4	.	.	NOUN
easat-2140	305	5	4	4	NUM
easat-2140	305	6	,	,	PUNCT
easat-2140	305	7	p.	p.	NOUN
easat-2140	305	8	98	98	NUM
easat-2140	305	9	,	,	PUNCT
easat-2140	305	10	2022	2022	NUM
easat-2140	305	11	.	.	PUNCT
easat-2140	306	1	[	[	X
easat-2140	306	2	2	2	NUM
easat-2140	306	3	]	]	PUNCT
easat-2140	306	4	l.	l.	PROPN
easat-2140	306	5	pascal	pascal	PROPN
easat-2140	306	6	,	,	PUNCT
easat-2140	306	7	o.	o.	PROPN
easat-2140	306	8	j.	j.	PROPN
easat-2140	306	9	perdomo	perdomo	PROPN
easat-2140	306	10	,	,	PUNCT
easat-2140	306	11	x.	x.	NOUN
easat-2140	306	12	bost	bost	PROPN
easat-2140	306	13	,	,	PUNCT
easat-2140	306	14	b.	b.	PROPN
easat-2140	306	15	huet	huet	PROPN
easat-2140	306	16	,	,	PUNCT
easat-2140	306	17	s.	s.	PROPN
easat-2140	306	18	otálora	otálora	PROPN
easat-2140	306	19	,	,	PUNCT
easat-2140	306	20	and	and	CCONJ
easat-2140	306	21	m.	m.	NOUN
easat-2140	306	22	a.	a.	NOUN
easat-2140	306	23	zuluaga	zuluaga	PROPN
easat-2140	306	24	,	,	PUNCT
easat-2140	306	25	"	"	PUNCT
easat-2140	306	26	multi	multi	ADJ
easat-2140	306	27	-	-	ADJ
easat-2140	306	28	task	task	ADJ
easat-2140	306	29	deep	deep	ADJ
easat-2140	306	30	learning	learning	NOUN
easat-2140	306	31	for	for	ADP
easat-2140	306	32	glaucoma	glaucoma	NOUN
easat-2140	306	33	detection	detection	NOUN
easat-2140	306	34	from	from	ADP
easat-2140	306	35	color	color	ADJ
easat-2140	306	36	fundus	fundus	NOUN
easat-2140	306	37	images	image	NOUN
easat-2140	306	38	,	,	PUNCT
easat-2140	306	39	"	"	PUNCT
easat-2140	306	40	scientific	scientific	ADJ
easat-2140	306	41	reports	report	NOUN
easat-2140	306	42	,	,	PUNCT
easat-2140	306	43	vol	vol	NOUN
easat-2140	306	44	.	.	PROPN
easat-2140	306	45	12	12	NUM
easat-2140	306	46	,	,	PUNCT
easat-2140	306	47	no	no	INTJ
easat-2140	306	48	.	.	NOUN
easat-2140	306	49	1	1	NUM
easat-2140	306	50	,	,	PUNCT
easat-2140	306	51	p.	p.	NOUN
easat-2140	306	52	12361	12361	NUM
easat-2140	306	53	,	,	PUNCT
easat-2140	306	54	2022	2022	NUM
easat-2140	306	55	.	.	PUNCT
easat-2140	307	1	[	[	X
easat-2140	307	2	3	3	X
easat-2140	307	3	]	]	X
easat-2140	307	4	c.	c.	PROPN
easat-2140	307	5	p.	p.	NOUN
easat-2140	307	6	bragança	bragança	PROPN
easat-2140	307	7	,	,	PUNCT
easat-2140	307	8	j.	j.	PROPN
easat-2140	307	9	m.	m.	PROPN
easat-2140	307	10	torres	torres	PROPN
easat-2140	307	11	,	,	PUNCT
easat-2140	307	12	c.	c.	PROPN
easat-2140	307	13	p.	p.	PROPN
easat-2140	307	14	d.	d.	PROPN
easat-2140	307	15	a.	a.	PROPN
easat-2140	307	16	soares	soares	PROPN
easat-2140	307	17	,	,	PUNCT
easat-2140	307	18	and	and	CCONJ
easat-2140	307	19	l.	l.	PROPN
easat-2140	307	20	o.	o.	PROPN
easat-2140	307	21	macedo	macedo	PROPN
easat-2140	307	22	,	,	PUNCT
easat-2140	307	23	"	"	PUNCT
easat-2140	307	24	detection	detection	NOUN
easat-2140	307	25	of	of	ADP
easat-2140	307	26	glaucoma	glaucoma	NOUN
easat-2140	307	27	on	on	ADP
easat-2140	307	28	fundus	fundus	NOUN
easat-2140	307	29	images	image	NOUN
easat-2140	307	30	using	use	VERB
easat-2140	307	31	deep	deep	ADJ
easat-2140	307	32	learning	learning	NOUN
easat-2140	307	33	on	on	ADP
easat-2140	307	34	a	a	DET
easat-2140	307	35	new	new	ADJ
easat-2140	307	36	image	image	NOUN
easat-2140	307	37	set	set	NOUN
easat-2140	307	38	obtained	obtain	VERB
easat-2140	307	39	with	with	ADP
easat-2140	307	40	a	a	DET
easat-2140	307	41	smartphone	smartphone	NOUN
easat-2140	307	42	and	and	CCONJ
easat-2140	307	43	handheld	handheld	ADJ
easat-2140	307	44	ophthalmoscope	ophthalmoscope	NOUN
easat-2140	307	45	,	,	PUNCT
easat-2140	307	46	"	"	PUNCT
easat-2140	307	47	healthcare	healthcare	NOUN
easat-2140	307	48	,	,	PUNCT
easat-2140	307	49	vol	vol	NOUN
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easat-2140	307	52	,	,	PUNCT
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easat-2140	307	54	.	.	NOUN
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easat-2140	307	56	,	,	PUNCT
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easat-2140	307	59	,	,	PUNCT
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easat-2140	307	62	2022	2022	NUM
easat-2140	307	63	.	.	PUNCT
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easat-2140	308	2	4	4	X
easat-2140	308	3	]	]	PUNCT
easat-2140	308	4	m.	m.	NOUN
easat-2140	308	5	j.	j.	PROPN
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easat-2140	308	9	a.	a.	PROPN
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easat-2140	308	12	a.	a.	PROPN
easat-2140	308	13	a.	a.	PROPN
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easat-2140	308	16	a.	a.	PROPN
easat-2140	308	17	m.	m.	PROPN
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easat-2140	308	19	,	,	PUNCT
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easat-2140	308	25	and	and	CCONJ
easat-2140	308	26	s.	s.	PROPN
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easat-2140	308	40	images	image	NOUN
easat-2140	308	41	using	use	VERB
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easat-2140	308	43	learning	learning	NOUN
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easat-2140	308	45	:	:	PUNCT
easat-2140	308	46	a	a	DET
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easat-2140	308	49	,	,	PUNCT
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easat-2140	308	52	,	,	PUNCT
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easat-2140	308	54	.	.	PROPN
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easat-2140	308	56	,	,	PUNCT
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easat-2140	308	58	.	.	NOUN
easat-2140	308	59	13	13	NUM
easat-2140	308	60	,	,	PUNCT
easat-2140	308	61	p.	p.	NOUN
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easat-2140	308	63	,	,	PUNCT
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easat-2140	308	65	.	.	PUNCT
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easat-2140	309	2	5	5	X
easat-2140	309	3	]	]	PUNCT
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easat-2140	309	5	k.	k.	PROPN
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easat-2140	309	13	and	and	CCONJ
easat-2140	309	14	m.	m.	NOUN
easat-2140	309	15	khanna	khanna	PROPN
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easat-2140	309	17	"	"	PUNCT
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easat-2140	309	19	learning	learning	NOUN
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easat-2140	309	24	glaucoma	glaucoma	NOUN
easat-2140	309	25	prediction	prediction	NOUN
easat-2140	309	26	from	from	ADP
easat-2140	309	27	fundus	fundus	NOUN
easat-2140	309	28	images	image	NOUN
easat-2140	309	29	across	across	ADP
easat-2140	309	30	various	various	ADJ
easat-2140	309	31	data	datum	NOUN
easat-2140	309	32	sets	set	NOUN
easat-2140	309	33	,	,	PUNCT
easat-2140	309	34	"	"	PUNCT
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easat-2140	309	36	systems	system	NOUN
easat-2140	309	37	,	,	PUNCT
easat-2140	309	38	vol	vol	NOUN
easat-2140	309	39	.	.	PROPN
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easat-2140	309	41	,	,	PUNCT
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easat-2140	309	43	.	.	NOUN
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easat-2140	309	45	,	,	PUNCT
easat-2140	309	46	pp	pp	ADJ
easat-2140	309	47	.	.	PUNCT
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easat-2140	310	3	836	836	NUM
easat-2140	310	4	,	,	PUNCT
easat-2140	310	5	2022	2022	NUM
easat-2140	310	6	.	.	PUNCT
easat-2140	311	1	[	[	X
easat-2140	311	2	6	6	NUM
easat-2140	311	3	]	]	PUNCT
easat-2140	311	4	m.	m.	NOUN
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easat-2140	311	7	s.	s.	PROPN
easat-2140	311	8	thakur	thakur	PROPN
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easat-2140	311	13	a.	a.	PROPN
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easat-2140	311	18	,	,	PUNCT
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easat-2140	311	20	p.	p.	PROPN
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easat-2140	311	22	,	,	PUNCT
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easat-2140	311	26	-	-	PUNCT
easat-2140	311	27	based	base	VERB
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easat-2140	311	29	network	network	NOUN
easat-2140	311	30	for	for	ADP
easat-2140	311	31	glaucoma	glaucoma	NOUN
easat-2140	311	32	in	in	ADP
easat-2140	311	33	retinal	retinal	ADJ
easat-2140	311	34	images	image	NOUN
easat-2140	311	35	,	,	PUNCT
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easat-2140	311	39	electrical	electrical	ADJ
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easat-2140	311	45	,	,	PUNCT
easat-2140	311	46	p.	p.	NOUN
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easat-2140	311	48	,	,	PUNCT
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easat-2140	312	2	7	7	X
easat-2140	312	3	]	]	X
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easat-2140	312	9	,	,	PUNCT
easat-2140	312	10	a.	a.	PROPN
easat-2140	312	11	k.	k.	PROPN
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easat-2140	312	13	,	,	PUNCT
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easat-2140	312	23	p.	p.	PROPN
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easat-2140	312	34	learning	learning	NOUN
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easat-2140	312	36	model	model	NOUN
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easat-2140	312	41	from	from	ADP
easat-2140	312	42	fundus	fundus	NOUN
easat-2140	312	43	images	image	NOUN
easat-2140	312	44	,	,	PUNCT
easat-2140	312	45	"	"	PUNCT
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easat-2140	312	49	,	,	PUNCT
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easat-2140	312	57	,	,	PUNCT
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easat-2140	313	54	1	1	NUM
easat-2140	313	55	,	,	PUNCT
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easat-2140	313	58	,	,	PUNCT
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easat-2140	314	14	b.	b.	PROPN
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easat-2140	314	34	"	"	PUNCT
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easat-2140	314	45	,	,	PUNCT
easat-2140	314	46	2023	2023	NUM
easat-2140	314	47	.	.	PUNCT
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easat-2140	315	2	10	10	NUM
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easat-2140	315	4	a.	a.	NOUN
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easat-2140	315	11	a.	a.	NOUN
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easat-2140	315	20	for	for	ADP
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easat-2140	315	22	screening	screening	NOUN
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easat-2140	315	24	retinal	retinal	ADJ
easat-2140	315	25	images	image	NOUN
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easat-2140	315	30	"	"	PUNCT
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easat-2140	315	33	vol	vol	NOUN
easat-2140	315	34	.	.	PROPN
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easat-2140	315	38	.	.	NOUN
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easat-2140	315	40	,	,	PUNCT
easat-2140	315	41	p.	p.	NOUN
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easat-2140	315	43	,	,	PUNCT
easat-2140	315	44	2022	2022	NUM
easat-2140	315	45	.	.	PUNCT
easat-2140	316	1	[	[	X
easat-2140	316	2	11	11	NUM
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easat-2140	316	17	images	image	NOUN
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easat-2140	317	2	.	.	PUNCT
easat-2140	318	1	sci	sci	PROPN
easat-2140	318	2	.	.	PUNCT
easat-2140	319	1	eng	eng	PROPN
easat-2140	319	2	.	.	PROPN
easat-2140	319	3	,	,	PUNCT
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easat-2140	319	5	.	.	PROPN
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easat-2140	320	2	,	,	PUNCT
easat-2140	320	3	no	no	INTJ
easat-2140	320	4	.	.	NOUN
easat-2140	320	5	3	3	NUM
easat-2140	320	6	,	,	PUNCT
easat-2140	320	7	pp	pp	ADJ
easat-2140	320	8	.	.	PUNCT
easat-2140	321	1	1041	1041	NUM
easat-2140	321	2	-	-	SYM
easat-2140	321	3	1055	1055	NUM
easat-2140	321	4	,	,	PUNCT
easat-2140	321	5	2022	2022	NUM
easat-2140	321	6	.	.	PUNCT
easat-2140	322	1	[	[	X
easat-2140	322	2	12	12	NUM
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easat-2140	322	5	yugha	yugha	PROPN
easat-2140	322	6	,	,	PUNCT
easat-2140	322	7	v.	v.	ADP
easat-2140	322	8	vinodhini	vinodhini	PROPN
easat-2140	322	9	,	,	PUNCT
easat-2140	322	10	j.	j.	PROPN
easat-2140	322	11	r.	r.	PROPN
easat-2140	322	12	arunkumar	arunkumar	PROPN
easat-2140	322	13	,	,	PUNCT
easat-2140	322	14	k.	k.	PROPN
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easat-2140	322	16	,	,	PUNCT
easat-2140	322	17	g.	g.	PROPN
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easat-2140	322	19	,	,	PUNCT
easat-2140	322	20	and	and	CCONJ
easat-2140	322	21	g.	g.	PROPN
easat-2140	322	22	ramkumar	ramkumar	PROPN
easat-2140	322	23	,	,	PUNCT
easat-2140	322	24	"	"	PUNCT
easat-2140	322	25	an	an	DET
easat-2140	322	26	automated	automate	VERB
easat-2140	322	27	glaucoma	glaucoma	NOUN
easat-2140	322	28	detection	detection	NOUN
easat-2140	322	29	from	from	ADP
easat-2140	322	30	fundus	fundus	NOUN
easat-2140	322	31	images	image	NOUN
easat-2140	322	32	based	base	VERB
easat-2140	322	33	on	on	ADP
easat-2140	322	34	deep	deep	ADJ
easat-2140	322	35	learning	learning	NOUN
easat-2140	322	36	network	network	NOUN
easat-2140	322	37	,	,	PUNCT
easat-2140	322	38	"	"	PUNCT
easat-2140	322	39	in	in	ADP
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easat-2140	322	44	on	on	ADP
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easat-2140	322	49	iot	iot	PROPN
easat-2140	322	50	in	in	ADP
easat-2140	322	51	social	social	ADJ
easat-2140	322	52	,	,	PUNCT
easat-2140	322	53	mobile	mobile	ADJ
easat-2140	322	54	,	,	PUNCT
easat-2140	322	55	analytics	analytic	NOUN
easat-2140	322	56	and	and	CCONJ
easat-2140	322	57	cloud	cloud	NOUN
easat-2140	322	58	)	)	PUNCT
easat-2140	322	59	(	(	PUNCT
easat-2140	322	60	i	i	PROPN
easat-2140	322	61	-	-	PUNCT
easat-2140	322	62	smac	smac	PROPN
easat-2140	322	63	)	)	PUNCT
easat-2140	322	64	,	,	PUNCT
easat-2140	322	65	pp	pp	ADP
easat-2140	322	66	.	.	PUNCT
easat-2140	323	1	757	757	PROPN
easat-2140	323	2	-	-	SYM
easat-2140	323	3	763	763	NUM
easat-2140	323	4	,	,	PUNCT
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easat-2140	323	6	,	,	PUNCT
easat-2140	323	7	nov	nov	PROPN
easat-2140	323	8	.	.	PROPN
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easat-2140	323	10	.	.	PUNCT
easat-2140	324	1	[	[	X
easat-2140	324	2	13	13	NUM
easat-2140	324	3	]	]	PUNCT
easat-2140	324	4	a.	a.	NOUN
easat-2140	324	5	shoukat	shoukat	PROPN
easat-2140	324	6	,	,	PUNCT
easat-2140	324	7	s.	s.	PROPN
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easat-2140	324	9	,	,	PUNCT
easat-2140	324	10	s.	s.	PROPN
easat-2140	324	11	a.	a.	PROPN
easat-2140	324	12	hassan	hassan	PROPN
easat-2140	324	13	,	,	PUNCT
easat-2140	324	14	s.	s.	PROPN
easat-2140	324	15	iqbal	iqbal	PROPN
easat-2140	324	16	,	,	PUNCT
easat-2140	324	17	a.	a.	PROPN
easat-2140	324	18	mehmood	mehmood	PROPN
easat-2140	324	19	,	,	PUNCT
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easat-2140	324	21	q.	q.	PROPN
easat-2140	324	22	m.	m.	PROPN
easat-2140	324	23	ilyas	ilyas	PROPN
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easat-2140	324	25	"	"	PUNCT
easat-2140	324	26	automatic	automatic	ADJ
easat-2140	324	27	diagnosis	diagnosis	NOUN
easat-2140	324	28	of	of	ADP
easat-2140	324	29	glaucoma	glaucoma	NOUN
easat-2140	324	30	from	from	ADP
easat-2140	324	31	retinal	retinal	ADJ
easat-2140	324	32	images	image	NOUN
easat-2140	324	33	using	use	VERB
easat-2140	324	34	deep	deep	ADJ
easat-2140	324	35	learning	learning	NOUN
easat-2140	324	36	approach	approach	NOUN
easat-2140	324	37	,	,	PUNCT
easat-2140	324	38	"	"	PUNCT
easat-2140	324	39	diagnostics	diagnostic	NOUN
easat-2140	324	40	,	,	PUNCT
easat-2140	324	41	vol	vol	NOUN
easat-2140	324	42	.	.	PROPN
easat-2140	324	43	13	13	NUM
easat-2140	324	44	,	,	PUNCT
easat-2140	324	45	no	no	INTJ
easat-2140	324	46	.	.	NOUN
easat-2140	324	47	10	10	NUM
easat-2140	324	48	,	,	PUNCT
easat-2140	324	49	p.	p.	NOUN
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easat-2140	324	51	,	,	PUNCT
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easat-2140	324	53	.	.	PUNCT
easat-2140	325	1	[	[	X
easat-2140	325	2	14	14	NUM
easat-2140	325	3	]	]	X
easat-2140	325	4	h.	h.	PROPN
easat-2140	325	5	n.	n.	PROPN
easat-2140	325	6	veena	veena	PROPN
easat-2140	325	7	,	,	PUNCT
easat-2140	325	8	a.	a.	NOUN
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easat-2140	325	10	,	,	PUNCT
easat-2140	325	11	and	and	CCONJ
easat-2140	325	12	t.	t.	PROPN
easat-2140	325	13	s.	s.	PROPN
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easat-2140	325	15	,	,	PUNCT
easat-2140	325	16	"	"	PUNCT
easat-2140	325	17	a	a	DET
easat-2140	325	18	novel	novel	ADJ
easat-2140	325	19	optic	optic	NOUN
easat-2140	325	20	disc	disc	NOUN
easat-2140	325	21	and	and	CCONJ
easat-2140	325	22	optic	optic	NOUN
easat-2140	325	23	cup	cup	NOUN
easat-2140	325	24	segmentation	segmentation	NOUN
easat-2140	325	25	technique	technique	NOUN
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easat-2140	325	27	diagnose	diagnose	VERB
easat-2140	325	28	glaucoma	glaucoma	NOUN
easat-2140	325	29	using	use	VERB
easat-2140	325	30	deep	deep	ADJ
easat-2140	325	31	learning	learn	VERB
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easat-2140	325	33	neural	neural	ADJ
easat-2140	325	34	network	network	NOUN
easat-2140	325	35	over	over	ADP
easat-2140	325	36	retinal	retinal	ADJ
easat-2140	325	37	fundus	fundus	NOUN
easat-2140	325	38	images	image	NOUN
easat-2140	325	39	,	,	PUNCT
easat-2140	325	40	"	"	PUNCT
easat-2140	325	41	journal	journal	NOUN
easat-2140	325	42	of	of	ADP
easat-2140	325	43	king	king	PROPN
easat-2140	325	44	saud	saud	PROPN
easat-2140	325	45	university	university	PROPN
easat-2140	325	46	-	-	PUNCT
easat-2140	325	47	computer	computer	NOUN
easat-2140	325	48	and	and	CCONJ
easat-2140	325	49	information	information	NOUN
easat-2140	325	50	sciences	science	NOUN
easat-2140	325	51	,	,	PUNCT
easat-2140	325	52	vol	vol	NOUN
easat-2140	325	53	.	.	PROPN
easat-2140	325	54	34	34	NUM
easat-2140	325	55	,	,	PUNCT
easat-2140	325	56	no	no	INTJ
easat-2140	325	57	.	.	NOUN
easat-2140	325	58	8	8	NUM
easat-2140	325	59	,	,	PUNCT
easat-2140	325	60	pp	pp	ADJ
easat-2140	325	61	.	.	PUNCT
easat-2140	326	1	6187	6187	NUM
easat-2140	326	2	-	-	SYM
easat-2140	326	3	6198	6198	NUM
easat-2140	326	4	,	,	PUNCT
easat-2140	326	5	2022	2022	NUM
easat-2140	326	6	.	.	PUNCT
easat-2140	327	1	[	[	X
easat-2140	327	2	15	15	NUM
easat-2140	327	3	]	]	X
easat-2140	327	4	m.	m.	NOUN
easat-2140	327	5	lin	lin	PROPN
easat-2140	327	6	,	,	PUNCT
easat-2140	327	7	b.	b.	PROPN
easat-2140	327	8	hou	hou	PROPN
easat-2140	327	9	,	,	PUNCT
easat-2140	327	10	l.	l.	PROPN
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easat-2140	327	12	,	,	PUNCT
easat-2140	327	13	m.	m.	PROPN
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easat-2140	327	15	,	,	PUNCT
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easat-2140	327	17	kass	kass	PROPN
easat-2140	327	18	,	,	PUNCT
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easat-2140	327	21	,	,	PUNCT
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easat-2140	327	36	image	image	NOUN
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easat-2140	327	42	with	with	ADP
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easat-2140	327	45	,	,	PUNCT
easat-2140	327	46	"	"	PUNCT
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easat-2140	327	49	,	,	PUNCT
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easat-2140	327	57	,	,	PUNCT
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easat-2140	327	60	,	,	PUNCT
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easat-2140	327	62	.	.	PUNCT
easat-2140	328	1	[	[	X
easat-2140	328	2	16	16	NUM
easat-2140	328	3	]	]	PUNCT
easat-2140	328	4	s.	s.	PROPN
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easat-2140	328	11	,	,	PUNCT
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easat-2140	328	30	detection	detection	NOUN
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easat-2140	328	35	wavelet	wavelet	NOUN
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easat-2140	328	38	denoising	denoising	NOUN
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easat-2140	328	60	,	,	PUNCT
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easat-2140	329	21	-	-	NOUN
easat-2140	329	22	net	net	NOUN
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easat-2140	329	24	a	a	DET
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easat-2140	329	26	learning	learn	VERB
easat-2140	329	27	intelligent	intelligent	ADJ
easat-2140	329	28	medical	medical	ADJ
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easat-2140	329	31	in	in	ADP
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easat-2140	329	33	detection	detection	NOUN
easat-2140	329	34	,	,	PUNCT
easat-2140	329	35	"	"	PUNCT
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easat-2140	329	37	intelligence	intelligence	NOUN
easat-2140	329	38	,	,	PUNCT
easat-2140	329	39	vol	vol	NOUN
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easat-2140	329	46	,	,	PUNCT
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easat-2140	330	2	-	-	SYM
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easat-2140	330	4	,	,	PUNCT
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easat-2140	331	1	[	[	X
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easat-2140	331	4	c.	c.	PROPN
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easat-2140	331	13	,	,	PUNCT
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easat-2140	331	28	tools	tool	NOUN
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easat-2140	331	30	applications	application	NOUN
easat-2140	331	31	,	,	PUNCT
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easat-2140	331	34	83	83	NUM
easat-2140	331	35	,	,	PUNCT
easat-2140	331	36	no	no	INTJ
easat-2140	331	37	.	.	NOUN
easat-2140	331	38	6	6	NUM
easat-2140	331	39	,	,	PUNCT
easat-2140	331	40	pp	pp	ADJ
easat-2140	331	41	.	.	PUNCT
easat-2140	331	42	17921	17921	NUM
easat-2140	331	43	-	-	SYM
easat-2140	331	44	17939	17939	NUM
easat-2140	331	45	,	,	PUNCT
easat-2140	331	46	2024	2024	NUM
easat-2140	331	47	.	.	PUNCT
easat-2140	332	1	[	[	X
easat-2140	332	2	19	19	NUM
easat-2140	332	3	]	]	PUNCT
easat-2140	332	4	x.	x.	PROPN
easat-2140	332	5	r.	r.	PROPN
easat-2140	332	6	gao	gao	PROPN
easat-2140	332	7	,	,	PUNCT
easat-2140	332	8	f.	f.	PROPN
easat-2140	332	9	wu	wu	PROPN
easat-2140	332	10	,	,	PUNCT
easat-2140	332	11	p.	p.	PROPN
easat-2140	332	12	t.	t.	PROPN
easat-2140	332	13	yuhas	yuhas	PROPN
easat-2140	332	14	,	,	PUNCT
easat-2140	332	15	r.	r.	PROPN
easat-2140	332	16	k.	k.	PROPN
easat-2140	332	17	rasel	rasel	PROPN
easat-2140	332	18	,	,	PUNCT
easat-2140	332	19	and	and	CCONJ
easat-2140	332	20	m.	m.	NOUN
easat-2140	332	21	chiariglione	chiariglione	PROPN
easat-2140	332	22	,	,	PUNCT
easat-2140	332	23	"	"	PUNCT
easat-2140	332	24	automated	automate	VERB
easat-2140	332	25	vertical	vertical	ADJ
easat-2140	332	26	cup	cup	NOUN
easat-2140	332	27	-	-	PUNCT
easat-2140	332	28	to	to	ADP
easat-2140	332	29	-	-	PUNCT
easat-2140	332	30	disc	disc	NOUN
easat-2140	332	31	ratio	ratio	NOUN
easat-2140	332	32	determination	determination	NOUN
easat-2140	332	33	from	from	ADP
easat-2140	332	34	fundus	fundus	NOUN
easat-2140	332	35	images	image	NOUN
easat-2140	332	36	for	for	ADP
easat-2140	332	37	glaucoma	glaucoma	NOUN
easat-2140	332	38	detection	detection	NOUN
easat-2140	332	39	,	,	PUNCT
easat-2140	332	40	"	"	PUNCT
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easat-2140	332	42	reports	report	NOUN
easat-2140	332	43	,	,	PUNCT
easat-2140	332	44	vol	vol	NOUN
easat-2140	332	45	.	.	PROPN
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easat-2140	332	47	,	,	PUNCT
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easat-2140	332	49	.	.	NOUN
easat-2140	332	50	1	1	NUM
easat-2140	332	51	,	,	PUNCT
easat-2140	332	52	p.	p.	NOUN
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easat-2140	332	54	,	,	PUNCT
easat-2140	332	55	2024	2024	NUM
easat-2140	332	56	.	.	PUNCT
easat-2140	333	1	[	[	X
easat-2140	333	2	20	20	NUM
easat-2140	333	3	]	]	PUNCT
easat-2140	333	4	s.	s.	PROPN
easat-2140	333	5	k.	k.	PROPN
easat-2140	333	6	sharma	sharma	PROPN
easat-2140	333	7	,	,	PUNCT
easat-2140	333	8	d.	d.	PROPN
easat-2140	333	9	muduli	muduli	PROPN
easat-2140	333	10	,	,	PUNCT
easat-2140	333	11	r.	r.	PROPN
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easat-2140	333	13	,	,	PUNCT
easat-2140	333	14	r.	r.	PROPN
easat-2140	333	15	r.	r.	PROPN
easat-2140	333	16	kumar	kumar	PROPN
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easat-2140	333	18	a.	a.	PROPN
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easat-2140	333	20	,	,	PUNCT
easat-2140	333	21	and	and	CCONJ
easat-2140	333	22	j.	j.	PROPN
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easat-2140	333	24	,	,	PUNCT
easat-2140	333	25	"	"	PUNCT
easat-2140	333	26	an	an	DET
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easat-2140	333	28	supply	supply	NOUN
easat-2140	333	29	chain	chain	NOUN
easat-2140	333	30	management	management	NOUN
easat-2140	333	31	service	service	NOUN
easat-2140	333	32	model	model	NOUN
easat-2140	333	33	based	base	VERB
easat-2140	333	34	on	on	ADP
easat-2140	333	35	deep	deep	ADJ
easat-2140	333	36	learning	learning	NOUN
easat-2140	333	37	features	feature	NOUN
easat-2140	333	38	for	for	ADP
easat-2140	333	39	automated	automate	VERB
easat-2140	333	40	glaucoma	glaucoma	NOUN
easat-2140	333	41	detection	detection	NOUN
easat-2140	333	42	using	use	VERB
easat-2140	333	43	fundus	fundus	NOUN
easat-2140	333	44	images	image	NOUN
easat-2140	333	45	,	,	PUNCT
easat-2140	333	46	"	"	PUNCT
easat-2140	333	47	engineering	engineering	NOUN
easat-2140	333	48	applications	application	NOUN
easat-2140	333	49	of	of	ADP
easat-2140	333	50	artificial	artificial	ADJ
easat-2140	333	51	intelligence	intelligence	NOUN
easat-2140	333	52	,	,	PUNCT
easat-2140	333	53	vol	vol	NOUN
easat-2140	333	54	.	.	PROPN
easat-2140	333	55	128	128	NUM
easat-2140	333	56	,	,	PUNCT
easat-2140	333	57	p.	p.	NOUN
easat-2140	333	58	107449	107449	NUM
easat-2140	333	59	,	,	PUNCT
easat-2140	333	60	2024	2024	NUM
easat-2140	333	61	.	.	PUNCT
easat-2140	334	1	[	[	X
easat-2140	334	2	21	21	NUM
easat-2140	334	3	]	]	PUNCT
easat-2140	334	4	k.	k.	PROPN
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easat-2140	334	7	j.	j.	PROPN
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easat-2140	334	9	,	,	PUNCT
easat-2140	334	10	"	"	PUNCT
easat-2140	334	11	glaucoma	glaucoma	NOUN
easat-2140	334	12	detection	detection	NOUN
easat-2140	334	13	model	model	NOUN
easat-2140	334	14	by	by	ADP
easat-2140	334	15	exploiting	exploit	VERB
easat-2140	334	16	multi	multi	ADJ
easat-2140	334	17	-	-	NOUN
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easat-2140	334	23	-	-	PUNCT
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easat-2140	334	25	oct	oct	NOUN
easat-2140	334	26	images	image	NOUN
easat-2140	334	27	with	with	ADP
easat-2140	334	28	dynamical	dynamical	ADJ
easat-2140	334	29	region	region	NOUN
easat-2140	334	30	score	score	NOUN
easat-2140	334	31	,	,	PUNCT
easat-2140	334	32	"	"	PUNCT
easat-2140	334	33	biomedical	biomedical	ADJ
easat-2140	334	34	optics	optic	NOUN
easat-2140	334	35	express	express	VERB
easat-2140	334	36	,	,	PUNCT
easat-2140	334	37	vol	vol	NOUN
easat-2140	334	38	.	.	PROPN
easat-2140	334	39	15	15	NUM
easat-2140	334	40	,	,	PUNCT
easat-2140	334	41	no	no	INTJ
easat-2140	334	42	.	.	NOUN
easat-2140	334	43	3	3	NUM
easat-2140	334	44	,	,	PUNCT
easat-2140	334	45	pp	pp	ADJ
easat-2140	334	46	.	.	PUNCT
easat-2140	335	1	1370	1370	NUM
easat-2140	335	2	-	-	SYM
easat-2140	335	3	1392	1392	NUM
easat-2140	335	4	,	,	PUNCT
easat-2140	335	5	2024	2024	NUM
easat-2140	335	6	.	.	PUNCT
easat-2140	336	1	[	[	X
easat-2140	336	2	22	22	NUM
easat-2140	336	3	]	]	X
easat-2140	336	4	f.	f.	NOUN
easat-2140	336	5	fumero	fumero	PROPN
easat-2140	336	6	,	,	PUNCT
easat-2140	336	7	s.	s.	PROPN
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easat-2140	336	9	,	,	PUNCT
easat-2140	336	10	j.	j.	PROPN
easat-2140	336	11	l.	l.	PROPN
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easat-2140	336	13	,	,	PUNCT
easat-2140	336	14	j.	j.	PROPN
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easat-2140	336	16	,	,	PUNCT
easat-2140	336	17	and	and	CCONJ
easat-2140	336	18	m.	m.	PROPN
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easat-2140	336	20	-	-	PUNCT
easat-2140	336	21	hernandez	hernandez	PROPN
easat-2140	336	22	,	,	PUNCT
easat-2140	336	23	"	"	PUNCT
easat-2140	336	24	rim	rim	NOUN
easat-2140	336	25	-	-	PUNCT
easat-2140	336	26	one	one	NUM
easat-2140	336	27	:	:	PUNCT
easat-2140	336	28	an	an	DET
easat-2140	336	29	open	open	ADJ
easat-2140	336	30	retinal	retinal	ADJ
easat-2140	336	31	image	image	NOUN
easat-2140	336	32	database	database	NOUN
easat-2140	336	33	for	for	ADP
easat-2140	336	34	optic	optic	ADJ
easat-2140	336	35	nerve	nerve	NOUN
easat-2140	336	36	evaluation	evaluation	NOUN
easat-2140	336	37	,	,	PUNCT
easat-2140	336	38	"	"	PUNCT
easat-2140	336	39	in	in	ADP
easat-2140	336	40	proc	proc	NOUN
easat-2140	336	41	.	.	PUNCT
easat-2140	337	1	24th	24th	ADJ
easat-2140	337	2	int	int	NOUN
easat-2140	337	3	.	.	PUNCT
easat-2140	338	1	symp	symp	PROPN
easat-2140	338	2	.	.	PUNCT
easat-2140	339	1	comput.-based	comput.-base	VERB
easat-2140	339	2	med	med	PROPN
easat-2140	339	3	.	.	PUNCT
easat-2140	340	1	syst	syst	PROPN
easat-2140	340	2	.	.	PUNCT
easat-2140	341	1	(	(	PUNCT
easat-2140	341	2	cbms	cbms	PROPN
easat-2140	341	3	)	)	PUNCT
easat-2140	341	4	,	,	PUNCT
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easat-2140	341	8	,	,	PUNCT
easat-2140	341	9	pp	pp	ADV
easat-2140	341	10	.	.	PUNCT
easat-2140	342	1	1–6	1–6	X
easat-2140	342	2	.	.	PUNCT
easat-2140	343	1	[	[	X
easat-2140	343	2	23	23	NUM
easat-2140	343	3	]	]	PUNCT
easat-2140	343	4	a.	a.	PROPN
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easat-2140	343	9	s.	s.	PROPN
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easat-2140	343	12	v.	v.	PROPN
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easat-2140	343	14	,	,	PUNCT
easat-2140	343	15	t.	t.	PROPN
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easat-2140	343	23	a.	a.	NOUN
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easat-2140	343	35	:	:	PUNCT
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easat-2140	343	39	,	,	PUNCT
easat-2140	343	40	"	"	PUNCT
easat-2140	343	41	biomed	biome	VERB
easat-2140	343	42	.	.	PUNCT
easat-2140	344	1	eng	eng	PROPN
easat-2140	344	2	.	.	PROPN
easat-2140	345	1	online	online	PROPN
easat-2140	345	2	,	,	PUNCT
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easat-2140	345	4	.	.	PROPN
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easat-2140	345	6	,	,	PUNCT
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easat-2140	345	8	.	.	NOUN
easat-2140	345	9	1	1	NUM
easat-2140	345	10	,	,	PUNCT
easat-2140	345	11	pp	pp	ADJ
easat-2140	345	12	.	.	PUNCT
easat-2140	346	1	1–19	1–19	PROPN
easat-2140	346	2	,	,	PUNCT
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easat-2140	347	1	[	[	X
easat-2140	347	2	24	24	NUM
easat-2140	347	3	]	]	PUNCT
easat-2140	347	4	j.	j.	PROPN
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easat-2140	347	40	,	,	PUNCT
easat-2140	347	41	"	"	PUNCT
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easat-2140	347	43	proc	proc	NOUN
easat-2140	347	44	.	.	PUNCT
easat-2140	348	1	ieee	ieee	PROPN
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easat-2140	348	3	int	int	NOUN
easat-2140	348	4	.	.	PUNCT
easat-2140	349	1	symp	symp	PROPN
easat-2140	349	2	.	.	PUNCT
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easat-2140	349	4	.	.	PUNCT
easat-2140	350	1	imag	imag	PROPN
easat-2140	350	2	.	.	PUNCT
easat-2140	351	1	(	(	PUNCT
easat-2140	351	2	isbi	isbi	NOUN
easat-2140	351	3	)	)	PUNCT
easat-2140	351	4	,	,	PUNCT
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easat-2140	351	6	.	.	PROPN
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easat-2140	351	8	,	,	PUNCT
easat-2140	351	9	pp	pp	ADP
easat-2140	351	10	.	.	PUNCT
easat-2140	352	1	53–56	53–56	NUM
easat-2140	352	2	.	.	PUNCT
easat-2140	353	1	[	[	X
easat-2140	353	2	25	25	NUM
easat-2140	353	3	]	]	X
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easat-2140	353	7	m.	m.	PROPN
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easat-2140	353	10	,	,	PUNCT
easat-2140	353	11	"	"	PUNCT
easat-2140	353	12	a	a	DET
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easat-2140	353	15	for	for	ADP
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easat-2140	353	19	background	background	NOUN
easat-2140	353	20	images	image	NOUN
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easat-2140	353	25	"	"	PUNCT
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easat-2140	353	33	,	,	PUNCT
easat-2140	353	34	dec	dec	PROPN
easat-2140	353	35	.	.	PROPN
easat-2140	353	36	2023	2023	NUM
easat-2140	353	37	,	,	PUNCT
easat-2140	353	38	art	art	NOUN
easat-2140	353	39	.	.	PUNCT
easat-2140	354	1	no	no	INTJ
easat-2140	354	2	.	.	NOUN
easat-2140	355	1	101206	101206	NUM
easat-2140	355	2	.	.	PUNCT
easat-2140	356	1	706	706	NUM
easat-2140	356	2	edelweiss	edelweiss	PROPN
easat-2140	356	3	applied	apply	VERB
easat-2140	356	4	science	science	NOUN
easat-2140	356	5	and	and	CCONJ
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easat-2140	356	7	issn	issn	PROPN
easat-2140	356	8	:	:	PUNCT
easat-2140	356	9	2576	2576	NUM
easat-2140	356	10	-	-	SYM
easat-2140	356	11	8484	8484	NUM
easat-2140	356	12	vol	vol	NOUN
easat-2140	356	13	.	.	PROPN
easat-2140	356	14	8	8	NUM
easat-2140	356	15	,	,	PUNCT
easat-2140	356	16	no	no	INTJ
easat-2140	356	17	.	.	NOUN
easat-2140	357	1	6	6	NUM
easat-2140	357	2	:	:	SYM
easat-2140	357	3	694	694	NUM
easat-2140	357	4	-	-	SYM
easat-2140	357	5	706	706	NUM
easat-2140	357	6	,	,	PUNCT
easat-2140	357	7	2024	2024	NUM
easat-2140	357	8	doi	doi	NOUN
easat-2140	357	9	:	:	PUNCT
easat-2140	357	10	10.55214/25768484.v8i6.2140	10.55214/25768484.v8i6.2140	NUM
easat-2140	357	11	©	©	PROPN
easat-2140	357	12	2024	2024	NUM
easat-2140	357	13	by	by	ADP
easat-2140	357	14	the	the	DET
easat-2140	357	15	authors	author	NOUN
easat-2140	357	16	;	;	PUNCT
easat-2140	357	17	licensee	licensee	PROPN
easat-2140	357	18	learning	learning	NOUN
easat-2140	357	19	gate	gate	NOUN
easat-2140	358	1	[	[	X
easat-2140	358	2	26	26	NUM
easat-2140	358	3	]	]	PUNCT
easat-2140	358	4	v.	v.	CCONJ
easat-2140	358	5	badrinarayanan	badrinarayanan	PROPN
easat-2140	358	6	,	,	PUNCT
easat-2140	358	7	a.	a.	PROPN
easat-2140	358	8	kendall	kendall	PROPN
easat-2140	358	9	,	,	PUNCT
easat-2140	358	10	and	and	CCONJ
easat-2140	358	11	r.	r.	PROPN
easat-2140	358	12	cipolla	cipolla	PROPN
easat-2140	358	13	,	,	PUNCT
easat-2140	358	14	"	"	PUNCT
easat-2140	358	15	segnet	segnet	NOUN
easat-2140	358	16	:	:	PUNCT
easat-2140	358	17	a	a	DET
easat-2140	358	18	deep	deep	ADJ
easat-2140	358	19	convolutional	convolutional	ADJ
easat-2140	358	20	encoder	encoder	NOUN
easat-2140	358	21	-	-	PUNCT
easat-2140	358	22	decoder	decoder	NOUN
easat-2140	358	23	architecture	architecture	NOUN
easat-2140	358	24	for	for	ADP
easat-2140	358	25	image	image	NOUN
easat-2140	358	26	segmentation	segmentation	NOUN
easat-2140	358	27	,	,	PUNCT
easat-2140	358	28	"	"	PUNCT
easat-2140	358	29	ieee	ieee	NOUN
easat-2140	358	30	trans	tran	NOUN
easat-2140	358	31	.	.	PUNCT
easat-2140	358	32	pattern	pattern	PROPN
easat-2140	358	33	anal	anal	PROPN
easat-2140	358	34	.	.	PUNCT
easat-2140	359	1	mach	mach	PROPN
easat-2140	359	2	.	.	PUNCT
easat-2140	360	1	intell	intell	PROPN
easat-2140	360	2	.	.	PUNCT
easat-2140	361	1	,	,	PUNCT
easat-2140	361	2	vol	vol	NOUN
easat-2140	361	3	.	.	PROPN
easat-2140	361	4	39	39	NUM
easat-2140	361	5	,	,	PUNCT
easat-2140	361	6	pp	pp	ADJ
easat-2140	361	7	.	.	PUNCT
easat-2140	362	1	2481–2495	2481–2495	NUM
easat-2140	362	2	,	,	PUNCT
easat-2140	362	3	2017	2017	NUM
easat-2140	362	4	.	.	PUNCT
easat-2140	363	1	[	[	X
easat-2140	363	2	27	27	NUM
easat-2140	363	3	]	]	PUNCT
easat-2140	363	4	a.	a.	NOUN
easat-2140	363	5	thirumalraj	thirumalraj	PROPN
easat-2140	363	6	,	,	PUNCT
easat-2140	363	7	v.	v.	PROPN
easat-2140	363	8	asha	asha	PROPN
easat-2140	363	9	,	,	PUNCT
easat-2140	363	10	and	and	CCONJ
easat-2140	363	11	b.	b.	PROPN
easat-2140	363	12	p.	p.	PROPN
easat-2140	363	13	kavin	kavin	PROPN
easat-2140	363	14	,	,	PUNCT
easat-2140	363	15	"	"	PUNCT
easat-2140	363	16	an	an	DET
easat-2140	363	17	improved	improved	ADJ
easat-2140	363	18	hunter	hunter	NOUN
easat-2140	363	19	-	-	PUNCT
easat-2140	363	20	prey	prey	NOUN
easat-2140	363	21	optimizer	optimizer	NOUN
easat-2140	363	22	-	-	PUNCT
easat-2140	363	23	based	base	VERB
easat-2140	363	24	densenet	densenet	NOUN
easat-2140	363	25	model	model	NOUN
easat-2140	363	26	for	for	ADP
easat-2140	363	27	classification	classification	NOUN
easat-2140	363	28	of	of	ADP
easat-2140	363	29	hyper	hyper	ADJ
easat-2140	363	30	-	-	ADJ
easat-2140	363	31	spectral	spectral	ADJ
easat-2140	363	32	images	image	NOUN
easat-2140	363	33	,	,	PUNCT
easat-2140	363	34	"	"	PUNCT
easat-2140	363	35	in	in	ADP
easat-2140	363	36	ai	ai	PROPN
easat-2140	363	37	and	and	CCONJ
easat-2140	363	38	iot	iot	ADV
easat-2140	363	39	-	-	PUNCT
easat-2140	363	40	based	base	VERB
easat-2140	363	41	technologies	technology	NOUN
easat-2140	363	42	for	for	ADP
easat-2140	363	43	precision	precision	NOUN
easat-2140	363	44	medicine	medicine	NOUN
easat-2140	363	45	,	,	PUNCT
easat-2140	363	46	pp	pp	ADJ
easat-2140	363	47	.	.	PUNCT
easat-2140	364	1	76	76	NUM
easat-2140	364	2	-	-	SYM
easat-2140	364	3	96	96	NUM
easat-2140	364	4	,	,	PUNCT
easat-2140	364	5	igi	igi	PROPN
easat-2140	364	6	global	global	NOUN
easat-2140	364	7	,	,	PUNCT
easat-2140	364	8	2023	2023	NUM
easat-2140	364	9	.	.	PUNCT