id	sid	tid	token	lemma	pos
bioscience-119	1	1	highlights	highlight	NOUN
bioscience-119	1	2	in	in	ADP
bioscience-119	1	3	bioscience	bioscience	PROPN
bioscience-119	1	4	issn:2682	issn:2682	PROPN
bioscience-119	1	5	-	-	PUNCT
bioscience-119	1	6	4043	4043	NUM
bioscience-119	1	7	doi:10.36462	doi:10.36462	NOUN
bioscience-119	1	8	/	/	SYM
bioscience-119	1	9	h.biosci.202108	h.biosci.202108	PROPN
bioscience-119	1	10	research	research	NOUN
bioscience-119	1	11	article	article	NOUN
bioscience-119	1	12	open	open	VERB
bioscience-119	1	13	access	access	NOUN
bioscience-119	1	14	1	1	NUM
bioscience-119	1	15	electronic	electronic	ADJ
bioscience-119	1	16	engineering	engineering	NOUN
bioscience-119	1	17	department	department	NOUN
bioscience-119	1	18	,	,	PUNCT
bioscience-119	1	19	federal	federal	ADJ
bioscience-119	1	20	university	university	PROPN
bioscience-119	1	21	of	of	ADP
bioscience-119	1	22	rio	rio	PROPN
bioscience-119	1	23	de	de	PROPN
bioscience-119	1	24	janeiro	janeiro	PROPN
bioscience-119	1	25	,	,	PUNCT
bioscience-119	1	26	rio	rio	PROPN
bioscience-119	1	27	de	de	PROPN
bioscience-119	1	28	janeiro	janeiro	PROPN
bioscience-119	1	29	,	,	PUNCT
bioscience-119	1	30	brazil	brazil	PROPN
bioscience-119	1	31	.	.	PUNCT
bioscience-119	2	1	2	2	NUM
bioscience-119	2	2	department	department	NOUN
bioscience-119	2	3	of	of	ADP
bioscience-119	2	4	electrical	electrical	ADJ
bioscience-119	2	5	engineering	engineering	NOUN
bioscience-119	2	6	,	,	PUNCT
bioscience-119	2	7	hakim	hakim	PROPN
bioscience-119	2	8	sabzevari	sabzevari	PROPN
bioscience-119	2	9	university	university	PROPN
bioscience-119	2	10	,	,	PUNCT
bioscience-119	2	11	sabzevar	sabzevar	NOUN
bioscience-119	2	12	,	,	PUNCT
bioscience-119	2	13	iran	iran	PROPN
bioscience-119	2	14	.	.	PUNCT
bioscience-119	3	1	3	3	NUM
bioscience-119	3	2	city	city	PROPN
bioscience-119	3	3	university	university	PROPN
bioscience-119	3	4	health	health	PROPN
bioscience-119	3	5	sciences	sciences	PROPN
bioscience-119	3	6	center	center	PROPN
bioscience-119	3	7	,	,	PUNCT
bioscience-119	3	8	federal	federal	ADJ
bioscience-119	3	9	university	university	PROPN
bioscience-119	3	10	of	of	ADP
bioscience-119	3	11	rio	rio	PROPN
bioscience-119	3	12	de	de	PROPN
bioscience-119	3	13	janeiro	janeiro	PROPN
bioscience-119	3	14	,	,	PUNCT
bioscience-119	3	15	biochemistry	biochemistry	NOUN
bioscience-119	3	16	,	,	PUNCT
bioscience-119	3	17	rio	rio	PROPN
bioscience-119	3	18	de	de	PROPN
bioscience-119	3	19	janeiro	janeiro	PROPN
bioscience-119	3	20	,	,	PUNCT
bioscience-119	3	21	brazil	brazil	PROPN
bioscience-119	3	22	.	.	PUNCT
bioscience-119	4	1	4	4	NUM
bioscience-119	4	2	department	department	NOUN
bioscience-119	4	3	of	of	ADP
bioscience-119	4	4	electrical	electrical	ADJ
bioscience-119	4	5	engineering	engineering	NOUN
bioscience-119	4	6	,	,	PUNCT
bioscience-119	4	7	azad	azad	PROPN
bioscience-119	4	8	university	university	PROPN
bioscience-119	4	9	,	,	PUNCT
bioscience-119	4	10	sabzevar	sabzevar	PROPN
bioscience-119	4	11	,	,	PUNCT
bioscience-119	4	12	iran	iran	PROPN
bioscience-119	4	13	.	.	PUNCT
bioscience-119	5	1	contacts	contact	NOUN
bioscience-119	5	2	of	of	ADP
bioscience-119	5	3	authors	author	NOUN
bioscience-119	5	4	*	*	PUNCT
bioscience-119	5	5	to	to	PART
bioscience-119	5	6	whom	whom	PRON
bioscience-119	5	7	correspondence	correspondence	NOUN
bioscience-119	5	8	should	should	AUX
bioscience-119	5	9	be	be	AUX
bioscience-119	5	10	addressed	address	VERB
bioscience-119	5	11	:	:	PUNCT
bioscience-119	5	12	h.r.khezri2@gmail.com	h.r.khezri2@gmail.com	X
bioscience-119	5	13	received	receive	VERB
bioscience-119	5	14	:	:	PUNCT
bioscience-119	5	15	march	march	PROPN
bioscience-119	5	16	23	23	NUM
bioscience-119	5	17	,	,	PUNCT
bioscience-119	5	18	2021	2021	NUM
bioscience-119	5	19	accepted	accept	VERB
bioscience-119	5	20	:	:	PUNCT
bioscience-119	5	21	june	june	PROPN
bioscience-119	5	22	15	15	NUM
bioscience-119	5	23	,	,	PUNCT
bioscience-119	5	24	2021	2021	NUM
bioscience-119	5	25	published	publish	VERB
bioscience-119	5	26	:	:	PUNCT
bioscience-119	5	27	august	august	PROPN
bioscience-119	5	28	3	3	NUM
bioscience-119	5	29	,	,	PUNCT
bioscience-119	5	30	2021	2021	NUM
bioscience-119	5	31	citation	citation	NOUN
bioscience-119	5	32	:	:	PUNCT
bioscience-119	5	33	khezri	khezri	PROPN
bioscience-119	5	34	h	h	PROPN
bioscience-119	5	35	,	,	PUNCT
bioscience-119	5	36	farzaneh	farzaneh	PROPN
bioscience-119	5	37	m	m	PROPN
bioscience-119	5	38	,	,	PUNCT
bioscience-119	5	39	ghasemishahrestani	ghasemishahrestani	VERB
bioscience-119	5	40	z	z	NOUN
bioscience-119	5	41	,	,	PUNCT
bioscience-119	5	42	moghadam	moghadam	PROPN
bioscience-119	5	43	ap	ap	PROPN
bioscience-119	5	44	.	.	PUNCT
bioscience-119	6	1	ann	ann	PROPN
bioscience-119	6	2	-	-	PUNCT
bioscience-119	6	3	based	base	VERB
bioscience-119	6	4	diagnosis	diagnosis	NOUN
bioscience-119	6	5	method	method	NOUN
bioscience-119	6	6	for	for	ADP
bioscience-119	6	7	skin	skin	NOUN
bioscience-119	6	8	cancers	cancer	NOUN
bioscience-119	6	9	using	use	VERB
bioscience-119	6	10	dermoscopic	dermoscopic	ADJ
bioscience-119	6	11	images	image	NOUN
bioscience-119	6	12	.	.	PUNCT
bioscience-119	7	1	2021	2021	NUM
bioscience-119	7	2	aug	aug	NOUN
bioscience-119	7	3	3;4	3;4	NUM
bioscience-119	7	4	:	:	PUNCT
bioscience-119	7	5	bs202108	bs202108	PROPN
bioscience-119	7	6	copyright	copyright	NOUN
bioscience-119	7	7	:	:	PUNCT
bioscience-119	7	8	©	©	PROPN
bioscience-119	7	9	2021	2021	NUM
bioscience-119	7	10	khezri	khezri	NOUN
bioscience-119	7	11	et	et	PROPN
bioscience-119	7	12	al	al	PROPN
bioscience-119	7	13	..	..	PROPN
bioscience-119	7	14	this	this	PRON
bioscience-119	7	15	is	be	AUX
bioscience-119	7	16	an	an	DET
bioscience-119	7	17	open	open	ADJ
bioscience-119	7	18	access	access	NOUN
bioscience-119	7	19	article	article	NOUN
bioscience-119	7	20	distributed	distribute	VERB
bioscience-119	7	21	under	under	ADP
bioscience-119	7	22	the	the	DET
bioscience-119	7	23	terms	term	NOUN
bioscience-119	7	24	of	of	ADP
bioscience-119	7	25	the	the	DET
bioscience-119	7	26	creative	creative	ADJ
bioscience-119	7	27	commons	common	NOUN
bioscience-119	7	28	attribution	attribution	NOUN
bioscience-119	7	29	license	license	NOUN
bioscience-119	7	30	,	,	PUNCT
bioscience-119	7	31	which	which	PRON
bioscience-119	7	32	permits	permit	VERB
bioscience-119	7	33	unrestricted	unrestricted	ADJ
bioscience-119	7	34	use	use	NOUN
bioscience-119	7	35	,	,	PUNCT
bioscience-119	7	36	distribution	distribution	NOUN
bioscience-119	7	37	,	,	PUNCT
bioscience-119	7	38	and	and	CCONJ
bioscience-119	7	39	reproduction	reproduction	NOUN
bioscience-119	7	40	in	in	ADP
bioscience-119	7	41	any	any	DET
bioscience-119	7	42	medium	medium	NOUN
bioscience-119	7	43	,	,	PUNCT
bioscience-119	7	44	provided	provide	VERB
bioscience-119	7	45	the	the	DET
bioscience-119	7	46	original	original	ADJ
bioscience-119	7	47	author	author	NOUN
bioscience-119	7	48	and	and	CCONJ
bioscience-119	7	49	source	source	NOUN
bioscience-119	7	50	are	be	AUX
bioscience-119	7	51	credited	credit	VERB
bioscience-119	7	52	.	.	PUNCT
bioscience-119	8	1	data	datum	NOUN
bioscience-119	8	2	availability	availability	NOUN
bioscience-119	8	3	statement	statement	NOUN
bioscience-119	8	4	:	:	PUNCT
bioscience-119	8	5	all	all	DET
bioscience-119	8	6	relevant	relevant	ADJ
bioscience-119	8	7	data	datum	NOUN
bioscience-119	8	8	are	be	AUX
bioscience-119	8	9	within	within	ADP
bioscience-119	8	10	the	the	DET
bioscience-119	8	11	paper	paper	NOUN
bioscience-119	8	12	and	and	CCONJ
bioscience-119	8	13	supplementary	supplementary	ADJ
bioscience-119	8	14	materials	material	NOUN
bioscience-119	8	15	.	.	PUNCT
bioscience-119	9	1	funding	funding	NOUN
bioscience-119	9	2	:	:	PUNCT
bioscience-119	9	3	the	the	DET
bioscience-119	9	4	authors	author	NOUN
bioscience-119	9	5	have	have	VERB
bioscience-119	9	6	no	no	DET
bioscience-119	9	7	support	support	NOUN
bioscience-119	9	8	or	or	CCONJ
bioscience-119	9	9	funding	funding	NOUN
bioscience-119	9	10	to	to	PART
bioscience-119	9	11	report	report	VERB
bioscience-119	9	12	.	.	PUNCT
bioscience-119	10	1	competing	compete	VERB
bioscience-119	10	2	interests	interest	NOUN
bioscience-119	10	3	:	:	PUNCT
bioscience-119	10	4	the	the	DET
bioscience-119	10	5	authors	author	NOUN
bioscience-119	10	6	declare	declare	VERB
bioscience-119	10	7	that	that	SCONJ
bioscience-119	10	8	they	they	PRON
bioscience-119	10	9	have	have	VERB
bioscience-119	10	10	no	no	DET
bioscience-119	10	11	competing	compete	VERB
bioscience-119	10	12	interests	interest	NOUN
bioscience-119	10	13	.	.	PUNCT
bioscience-119	11	1	ann	ann	PROPN
bioscience-119	11	2	-	-	PUNCT
bioscience-119	11	3	based	base	VERB
bioscience-119	11	4	diagnosis	diagnosis	NOUN
bioscience-119	11	5	method	method	NOUN
bioscience-119	11	6	for	for	ADP
bioscience-119	11	7	skin	skin	NOUN
bioscience-119	11	8	cancers	cancer	NOUN
bioscience-119	11	9	using	use	VERB
bioscience-119	11	10	dermoscopic	dermoscopic	NOUN
bioscience-119	11	11	images	image	NOUN
bioscience-119	11	12	hamidreza	hamidreza	PROPN
bioscience-119	11	13	khezri*1	khezri*1	ADJ
bioscience-119	11	14	>	>	X
bioscience-119	11	15	<	<	X
bioscience-119	11	16			PROPN
bioscience-119	11	17	,	,	PUNCT
bioscience-119	11	18	mojtaba	mojtaba	NOUN
bioscience-119	11	19	farzaneh2	farzaneh2	VERB
bioscience-119	11	20	>	>	PUNCT
bioscience-119	11	21	<	<	X
bioscience-119	11	22			PROPN
bioscience-119	11	23	,	,	PUNCT
bioscience-119	11	24	zeinab	zeinab	PROPN
bioscience-119	11	25	ghasemishahrestani3	ghasemishahrestani3	PROPN
bioscience-119	12	1	>	>	PUNCT
bioscience-119	12	2	<	<	X
bioscience-119	12	3			PROPN
bioscience-119	12	4	,	,	PUNCT
bioscience-119	12	5	ali	ali	PROPN
bioscience-119	12	6	pakizeh	pakizeh	PROPN
bioscience-119	12	7	moghadam4	moghadam4	PROPN
bioscience-119	12	8	>	>	PUNCT
bioscience-119	12	9	<	<	X
bioscience-119	12	10	abstract	abstract	ADJ
bioscience-119	12	11	melanoma	melanoma	NOUN
bioscience-119	12	12	is	be	AUX
bioscience-119	12	13	one	one	NUM
bioscience-119	12	14	of	of	ADP
bioscience-119	12	15	the	the	DET
bioscience-119	12	16	most	most	ADV
bioscience-119	12	17	dangerous	dangerous	ADJ
bioscience-119	12	18	skin	skin	NOUN
bioscience-119	12	19	cancers	cancer	NOUN
bioscience-119	12	20	in	in	ADP
bioscience-119	12	21	the	the	DET
bioscience-119	12	22	world	world	NOUN
bioscience-119	12	23	.	.	PUNCT
bioscience-119	13	1	it	it	PRON
bioscience-119	13	2	accounts	account	VERB
bioscience-119	13	3	for	for	ADP
bioscience-119	13	4	55	55	NUM
bioscience-119	13	5	%	%	NOUN
bioscience-119	13	6	of	of	ADP
bioscience-119	13	7	all	all	DET
bioscience-119	13	8	deaths	death	NOUN
bioscience-119	13	9	associated	associate	VERB
bioscience-119	13	10	with	with	ADP
bioscience-119	13	11	skin	skin	NOUN
bioscience-119	13	12	cancer	cancer	NOUN
bioscience-119	13	13	.	.	PUNCT
bioscience-119	14	1	researchers	researcher	NOUN
bioscience-119	14	2	believe	believe	VERB
bioscience-119	14	3	that	that	SCONJ
bioscience-119	14	4	skin	skin	NOUN
bioscience-119	14	5	cancer	cancer	NOUN
bioscience-119	14	6	increases	increase	VERB
bioscience-119	14	7	the	the	DET
bioscience-119	14	8	risk	risk	NOUN
bioscience-119	14	9	of	of	ADP
bioscience-119	14	10	other	other	ADJ
bioscience-119	14	11	cancers	cancer	NOUN
bioscience-119	14	12	if	if	SCONJ
bioscience-119	14	13	not	not	PART
bioscience-119	14	14	diagnosed	diagnose	VERB
bioscience-119	14	15	early	early	ADV
bioscience-119	14	16	.	.	PUNCT
bioscience-119	15	1	therefore	therefore	ADV
bioscience-119	15	2	,	,	PUNCT
bioscience-119	15	3	prompt	prompt	ADJ
bioscience-119	15	4	and	and	CCONJ
bioscience-119	15	5	timely	timely	ADJ
bioscience-119	15	6	diagnosis	diagnosis	NOUN
bioscience-119	15	7	of	of	ADP
bioscience-119	15	8	this	this	DET
bioscience-119	15	9	disease	disease	NOUN
bioscience-119	15	10	is	be	AUX
bioscience-119	15	11	very	very	ADV
bioscience-119	15	12	important	important	ADJ
bioscience-119	15	13	for	for	ADP
bioscience-119	15	14	the	the	DET
bioscience-119	15	15	successful	successful	ADJ
bioscience-119	15	16	treatment	treatment	NOUN
bioscience-119	15	17	of	of	ADP
bioscience-119	15	18	the	the	DET
bioscience-119	15	19	patient	patient	NOUN
bioscience-119	15	20	.	.	PUNCT
bioscience-119	16	1	this	this	DET
bioscience-119	16	2	system	system	NOUN
bioscience-119	16	3	can	can	AUX
bioscience-119	16	4	detect	detect	VERB
bioscience-119	16	5	melanoma	melanoma	NOUN
bioscience-119	16	6	lethal	lethal	ADJ
bioscience-119	16	7	carcinoma	carcinoma	NOUN
bioscience-119	16	8	from	from	ADP
bioscience-119	16	9	other	other	ADJ
bioscience-119	16	10	skin	skin	NOUN
bioscience-119	16	11	lesions	lesion	NOUN
bioscience-119	16	12	without	without	ADP
bioscience-119	16	13	the	the	DET
bioscience-119	16	14	need	need	NOUN
bioscience-119	16	15	for	for	ADP
bioscience-119	16	16	surgery	surgery	NOUN
bioscience-119	16	17	,	,	PUNCT
bioscience-119	16	18	with	with	ADP
bioscience-119	16	19	a	a	DET
bioscience-119	16	20	low	low	ADJ
bioscience-119	16	21	cost	cost	NOUN
bioscience-119	16	22	,	,	PUNCT
bioscience-119	16	23	accuracy	accuracy	NOUN
bioscience-119	16	24	of	of	ADP
bioscience-119	16	25	about	about	ADP
bioscience-119	16	26	98.88	98.88	NUM
bioscience-119	16	27	%	%	NOUN
bioscience-119	16	28	and	and	CCONJ
bioscience-119	16	29	specificity	specificity	NOUN
bioscience-119	16	30	99	99	NUM
bioscience-119	16	31	%	%	NOUN
bioscience-119	16	32	.	.	PUNCT
bioscience-119	17	1	in	in	ADP
bioscience-119	17	2	this	this	DET
bioscience-119	17	3	article	article	NOUN
bioscience-119	17	4	,	,	PUNCT
bioscience-119	17	5	a	a	DET
bioscience-119	17	6	new	new	ADJ
bioscience-119	17	7	,	,	PUNCT
bioscience-119	17	8	intelligent	intelligent	ADJ
bioscience-119	17	9	and	and	CCONJ
bioscience-119	17	10	accurate	accurate	ADJ
bioscience-119	17	11	software	software	NOUN
bioscience-119	17	12	(	(	PUNCT
bioscience-119	17	13	delphi	delphi	NOUN
bioscience-119	17	14	)	)	PUNCT
bioscience-119	17	15	system	system	NOUN
bioscience-119	17	16	has	have	AUX
bioscience-119	17	17	been	be	AUX
bioscience-119	17	18	used	use	VERB
bioscience-119	17	19	to	to	PART
bioscience-119	17	20	diagnose	diagnose	VERB
bioscience-119	17	21	melanoma	melanoma	NOUN
bioscience-119	17	22	skin	skin	NOUN
bioscience-119	17	23	cancer	cancer	NOUN
bioscience-119	17	24	.	.	PUNCT
bioscience-119	18	1	to	to	PART
bioscience-119	18	2	detect	detect	VERB
bioscience-119	18	3	malignant	malignant	ADJ
bioscience-119	18	4	melanoma	melanoma	NOUN
bioscience-119	18	5	,	,	PUNCT
bioscience-119	18	6	the	the	DET
bioscience-119	18	7	abcdt	abcdt	ADJ
bioscience-119	18	8	rule	rule	NOUN
bioscience-119	18	9	,	,	PUNCT
bioscience-119	18	10	asymmetry	asymmetry	NOUN
bioscience-119	18	11	(	(	PUNCT
bioscience-119	18	12	a	a	NOUN
bioscience-119	18	13	)	)	PUNCT
bioscience-119	18	14	,	,	PUNCT
bioscience-119	18	15	boundary	boundary	ADJ
bioscience-119	18	16	(	(	PUNCT
bioscience-119	18	17	b	b	NOUN
bioscience-119	18	18	)	)	PUNCT
bioscience-119	18	19	,	,	PUNCT
bioscience-119	18	20	color	color	NOUN
bioscience-119	18	21	(	(	PUNCT
bioscience-119	18	22	c	c	NOUN
bioscience-119	18	23	)	)	PUNCT
bioscience-119	18	24	,	,	PUNCT
bioscience-119	18	25	diameter	diameter	NOUN
bioscience-119	18	26	(	(	PUNCT
bioscience-119	18	27	d	d	NOUN
bioscience-119	18	28	)	)	PUNCT
bioscience-119	18	29	and	and	CCONJ
bioscience-119	18	30	textural	textural	ADJ
bioscience-119	18	31	variation	variation	NOUN
bioscience-119	18	32	(	(	PUNCT
bioscience-119	18	33	t	t	NOUN
bioscience-119	18	34	)	)	PUNCT
bioscience-119	18	35	of	of	ADP
bioscience-119	18	36	the	the	DET
bioscience-119	18	37	lesion	lesion	NOUN
bioscience-119	18	38	are	be	AUX
bioscience-119	18	39	calculated	calculate	VERB
bioscience-119	18	40	and	and	CCONJ
bioscience-119	18	41	finally	finally	ADV
bioscience-119	18	42	,	,	PUNCT
bioscience-119	18	43	an	an	DET
bioscience-119	18	44	artificial	artificial	ADJ
bioscience-119	18	45	neural	neural	ADJ
bioscience-119	18	46	network	network	NOUN
bioscience-119	18	47	(	(	PUNCT
bioscience-119	18	48	ann	ann	PROPN
bioscience-119	18	49	)	)	PUNCT
bioscience-119	18	50	is	be	AUX
bioscience-119	18	51	used	use	VERB
bioscience-119	18	52	to	to	PART
bioscience-119	18	53	obtain	obtain	VERB
bioscience-119	18	54	an	an	DET
bioscience-119	18	55	accurate	accurate	ADJ
bioscience-119	18	56	result	result	NOUN
bioscience-119	18	57	.	.	PUNCT
bioscience-119	19	1	the	the	DET
bioscience-119	19	2	ann	ann	PROPN
bioscience-119	19	3	with	with	ADP
bioscience-119	19	4	multi	multi	ADJ
bioscience-119	19	5	-	-	ADJ
bioscience-119	19	6	layer	layer	ADJ
bioscience-119	19	7	perceptron	perceptron	NOUN
bioscience-119	19	8	(	(	PUNCT
bioscience-119	19	9	mlp	mlp	PROPN
bioscience-119	19	10	)	)	PUNCT
bioscience-119	19	11	contains	contain	VERB
bioscience-119	19	12	the	the	DET
bioscience-119	19	13	five	five	NUM
bioscience-119	19	14	extraction	extraction	NOUN
bioscience-119	19	15	characteristics	characteristic	NOUN
bioscience-119	19	16	(	(	PUNCT
bioscience-119	19	17	abcdt	abcdt	ADV
bioscience-119	19	18	)	)	PUNCT
bioscience-119	19	19	of	of	ADP
bioscience-119	19	20	lesions	lesion	NOUN
bioscience-119	19	21	is	be	AUX
bioscience-119	19	22	used	use	VERB
bioscience-119	19	23	as	as	ADP
bioscience-119	19	24	inputs	input	NOUN
bioscience-119	19	25	,	,	PUNCT
bioscience-119	19	26	two	two	NUM
bioscience-119	19	27	hidden	hidden	ADJ
bioscience-119	19	28	layers	layer	NOUN
bioscience-119	19	29	,	,	PUNCT
bioscience-119	19	30	and	and	CCONJ
bioscience-119	19	31	two	two	NUM
bioscience-119	19	32	outputs	output	NOUN
bioscience-119	19	33	.	.	PUNCT
bioscience-119	20	1	very	very	ADV
bioscience-119	20	2	good	good	ADJ
bioscience-119	20	3	results	result	NOUN
bioscience-119	20	4	were	be	AUX
bioscience-119	20	5	obtained	obtain	VERB
bioscience-119	20	6	using	use	VERB
bioscience-119	20	7	this	this	DET
bioscience-119	20	8	method	method	NOUN
bioscience-119	20	9	.	.	PUNCT
bioscience-119	21	1	it	it	PRON
bioscience-119	21	2	was	be	AUX
bioscience-119	21	3	observed	observe	VERB
bioscience-119	21	4	that	that	SCONJ
bioscience-119	21	5	for	for	ADP
bioscience-119	21	6	a	a	DET
bioscience-119	21	7	dataset	dataset	NOUN
bioscience-119	21	8	of	of	ADP
bioscience-119	21	9	180	180	NUM
bioscience-119	21	10	dermoscopic	dermoscopic	ADJ
bioscience-119	21	11	lesion	lesion	NOUN
bioscience-119	21	12	images	image	NOUN
bioscience-119	21	13	including	include	VERB
bioscience-119	21	14	80	80	NUM
bioscience-119	21	15	malignant	malignant	ADJ
bioscience-119	21	16	melanomas	melanoma	NOUN
bioscience-119	21	17	,	,	PUNCT
bioscience-119	21	18	20	20	NUM
bioscience-119	21	19	benign	benign	ADJ
bioscience-119	21	20	melanomas	melanomas	NOUN
bioscience-119	21	21	and	and	CCONJ
bioscience-119	21	22	80	80	NUM
bioscience-119	21	23	nevus	nevus	ADJ
bioscience-119	21	24	lesions	lesion	NOUN
bioscience-119	21	25	.	.	PUNCT
bioscience-119	22	1	due	due	ADP
bioscience-119	22	2	to	to	ADP
bioscience-119	22	3	its	its	PRON
bioscience-119	22	4	automatic	automatic	ADJ
bioscience-119	22	5	recognition	recognition	NOUN
bioscience-119	22	6	and	and	CCONJ
bioscience-119	22	7	ability	ability	NOUN
bioscience-119	22	8	to	to	PART
bioscience-119	22	9	be	be	AUX
bioscience-119	22	10	installed	instal	VERB
bioscience-119	22	11	on	on	ADP
bioscience-119	22	12	a	a	DET
bioscience-119	22	13	computer	computer	NOUN
bioscience-119	22	14	,	,	PUNCT
bioscience-119	22	15	this	this	DET
bioscience-119	22	16	system	system	NOUN
bioscience-119	22	17	can	can	AUX
bioscience-119	22	18	be	be	AUX
bioscience-119	22	19	very	very	ADV
bioscience-119	22	20	useful	useful	ADJ
bioscience-119	22	21	for	for	ADP
bioscience-119	22	22	dermatologists	dermatologist	NOUN
bioscience-119	22	23	as	as	ADV
bioscience-119	22	24	well	well	ADV
bioscience-119	22	25	as	as	ADP
bioscience-119	22	26	the	the	DET
bioscience-119	22	27	general	general	ADJ
bioscience-119	22	28	public	public	NOUN
bioscience-119	22	29	.	.	PUNCT
bioscience-119	23	1	keywords	keyword	NOUN
bioscience-119	23	2	:	:	PUNCT
bioscience-119	23	3	melanoma	melanoma	NOUN
bioscience-119	23	4	skin	skin	NOUN
bioscience-119	23	5	cancer	cancer	NOUN
bioscience-119	23	6	,	,	PUNCT
bioscience-119	23	7	abcdt	abcdt	ADJ
bioscience-119	23	8	rule	rule	NOUN
bioscience-119	23	9	,	,	PUNCT
bioscience-119	23	10	feature	feature	NOUN
bioscience-119	23	11	extraction	extraction	NOUN
bioscience-119	23	12	,	,	PUNCT
bioscience-119	23	13	artificial	artificial	ADJ
bioscience-119	23	14	neural	neural	ADJ
bioscience-119	23	15	network	network	NOUN
bioscience-119	23	16	introduction	introduction	NOUN
bioscience-119	23	17	unfortunately	unfortunately	ADV
bioscience-119	23	18	,	,	PUNCT
bioscience-119	23	19	skin	skin	NOUN
bioscience-119	23	20	cancer	cancer	NOUN
bioscience-119	23	21	has	have	AUX
bioscience-119	23	22	become	become	VERB
bioscience-119	23	23	very	very	ADV
bioscience-119	23	24	popular	popular	ADJ
bioscience-119	23	25	these	these	DET
bioscience-119	23	26	days	day	NOUN
bioscience-119	23	27	.	.	PUNCT
bioscience-119	24	1	melanoma	melanoma	NOUN
bioscience-119	24	2	is	be	AUX
bioscience-119	24	3	caused	cause	VERB
bioscience-119	24	4	by	by	ADP
bioscience-119	24	5	genetic	genetic	ADJ
bioscience-119	24	6	mutations	mutation	NOUN
bioscience-119	24	7	in	in	ADP
bioscience-119	24	8	the	the	DET
bioscience-119	24	9	pigment	pigment	NOUN
bioscience-119	24	10	-	-	PUNCT
bioscience-119	24	11	producing	produce	VERB
bioscience-119	24	12	cells	cell	NOUN
bioscience-119	24	13	called	call	VERB
bioscience-119	24	14	melanocytes	melanocyte	NOUN
bioscience-119	24	15	[	[	X
bioscience-119	24	16	1	1	NUM
bioscience-119	24	17	]	]	PUNCT
bioscience-119	24	18	.	.	PUNCT
bioscience-119	25	1	melanoma	melanoma	PROPN
bioscience-119	25	2	affects	affect	VERB
bioscience-119	25	3	mostly	mostly	ADV
bioscience-119	25	4	both	both	DET
bioscience-119	25	5	sexes	sex	NOUN
bioscience-119	25	6	of	of	ADP
bioscience-119	25	7	the	the	DET
bioscience-119	25	8	caucasian	caucasian	ADJ
bioscience-119	25	9	population	population	NOUN
bioscience-119	26	1	[	[	X
bioscience-119	26	2	2	2	NUM
bioscience-119	26	3	]	]	PUNCT
bioscience-119	26	4	,	,	PUNCT
bioscience-119	26	5	and	and	CCONJ
bioscience-119	26	6	the	the	DET
bioscience-119	26	7	prognosis	prognosis	NOUN
bioscience-119	26	8	of	of	ADP
bioscience-119	26	9	the	the	DET
bioscience-119	26	10	disease	disease	NOUN
bioscience-119	26	11	becomes	become	VERB
bioscience-119	26	12	very	very	ADV
bioscience-119	26	13	poor	poor	ADJ
bioscience-119	26	14	at	at	ADP
bioscience-119	26	15	the	the	DET
bioscience-119	26	16	metastatic	metastatic	ADJ
bioscience-119	26	17	stage	stage	NOUN
bioscience-119	26	18	[	[	X
bioscience-119	26	19	3	3	NUM
bioscience-119	26	20	-	-	SYM
bioscience-119	26	21	4	4	NUM
bioscience-119	26	22	]	]	PUNCT
bioscience-119	26	23	.	.	PUNCT
bioscience-119	27	1	there	there	PRON
bioscience-119	27	2	are	be	VERB
bioscience-119	27	3	no	no	DET
bioscience-119	27	4	effective	effective	ADJ
bioscience-119	27	5	treatments	treatment	NOUN
bioscience-119	27	6	for	for	ADP
bioscience-119	27	7	metastatic	metastatic	ADJ
bioscience-119	27	8	melanoma	melanoma	NOUN
bioscience-119	28	1	[	[	X
bioscience-119	28	2	5	5	NUM
bioscience-119	28	3	]	]	PUNCT
bioscience-119	28	4	,	,	PUNCT
bioscience-119	28	5	and	and	CCONJ
bioscience-119	28	6	has	have	AUX
bioscience-119	28	7	grown	grow	VERB
bioscience-119	28	8	rapidly	rapidly	ADV
bioscience-119	28	9	over	over	ADP
bioscience-119	28	10	the	the	DET
bioscience-119	28	11	past	past	ADJ
bioscience-119	28	12	30	30	NUM
bioscience-119	28	13	years	year	NOUN
bioscience-119	29	1	[	[	X
bioscience-119	29	2	6	6	NUM
bioscience-119	29	3	]	]	PUNCT
bioscience-119	29	4	.	.	PUNCT
bioscience-119	30	1	according	accord	VERB
bioscience-119	30	2	to	to	ADP
bioscience-119	30	3	clinical	clinical	ADJ
bioscience-119	30	4	definitions	definition	NOUN
bioscience-119	30	5	,	,	PUNCT
bioscience-119	30	6	malignant	malignant	ADJ
bioscience-119	30	7	lesions	lesion	NOUN
bioscience-119	30	8	are	be	AUX
bioscience-119	30	9	not	not	PART
bioscience-119	30	10	regularly	regularly	ADV
bioscience-119	30	11	[	[	X
bioscience-119	30	12	6	6	NUM
bioscience-119	30	13	]	]	PUNCT
bioscience-119	30	14	.	.	PUNCT
bioscience-119	31	1	figure	figure	NOUN
bioscience-119	31	2	figure	figure	NOUN
bioscience-119	31	3	1	1	NUM
bioscience-119	31	4	shows	show	VERB
bioscience-119	31	5	the	the	DET
bioscience-119	31	6	symmetric	symmetric	ADJ
bioscience-119	31	7	and	and	CCONJ
bioscience-119	31	8	asymmetric	asymmetric	ADJ
bioscience-119	31	9	lesions	lesion	NOUN
bioscience-119	31	10	.	.	PUNCT
bioscience-119	32	1	diagnosis	diagnosis	NOUN
bioscience-119	32	2	of	of	ADP
bioscience-119	32	3	melanoma	melanoma	NOUN
bioscience-119	32	4	in	in	ADP
bioscience-119	32	5	the	the	DET
bioscience-119	32	6	early	early	ADJ
bioscience-119	32	7	stages	stage	NOUN
bioscience-119	32	8	of	of	ADP
bioscience-119	32	9	the	the	DET
bioscience-119	32	10	disease	disease	NOUN
bioscience-119	32	11	can	can	AUX
bioscience-119	32	12	certainly	certainly	ADV
bioscience-119	32	13	prevent	prevent	VERB
bioscience-119	32	14	the	the	DET
bioscience-119	32	15	death	death	NOUN
bioscience-119	32	16	of	of	ADP
bioscience-119	32	17	patients	patient	NOUN
bioscience-119	32	18	.	.	PUNCT
bioscience-119	33	1	usually	usually	ADV
bioscience-119	33	2	for	for	ADP
bioscience-119	33	3	two	two	NUM
bioscience-119	33	4	reasons	reason	NOUN
bioscience-119	33	5	skin	skin	NOUN
bioscience-119	33	6	lesions	lesion	NOUN
bioscience-119	33	7	turn	turn	VERB
bioscience-119	33	8	from	from	ADP
bioscience-119	33	9	benign	benign	ADJ
bioscience-119	33	10	to	to	ADP
bioscience-119	33	11	malignant	malignant	ADJ
bioscience-119	33	12	:	:	PUNCT
bioscience-119	33	13	first	first	ADJ
bioscience-119	33	14	,	,	PUNCT
bioscience-119	33	15	lack	lack	NOUN
bioscience-119	33	16	of	of	ADP
bioscience-119	33	17	attention	attention	NOUN
bioscience-119	33	18	to	to	ADP
bioscience-119	33	19	the	the	DET
bioscience-119	33	20	skin	skin	NOUN
bioscience-119	33	21	lesions	lesion	NOUN
bioscience-119	33	22	on	on	ADP
bioscience-119	33	23	body	body	NOUN
bioscience-119	33	24	surface	surface	NOUN
bioscience-119	33	25	.	.	PUNCT
bioscience-119	34	1	second	second	ADJ
bioscience-119	34	2	,	,	PUNCT
bioscience-119	34	3	high	high	ADJ
bioscience-119	34	4	similarity	similarity	NOUN
bioscience-119	34	5	of	of	ADP
bioscience-119	34	6	skin	skin	NOUN
bioscience-119	34	7	lesions	lesion	NOUN
bioscience-119	34	8	features	feature	NOUN
bioscience-119	34	9	and	and	CCONJ
bioscience-119	34	10	inaccessibility	inaccessibility	NOUN
bioscience-119	34	11	to	to	ADP
bioscience-119	34	12	a	a	DET
bioscience-119	34	13	dermatologist	dermatologist	NOUN
bioscience-119	34	14	.	.	PUNCT
bioscience-119	35	1	for	for	ADP
bioscience-119	35	2	example	example	NOUN
bioscience-119	35	3	,	,	PUNCT
bioscience-119	35	4	figure	figure	NOUN
bioscience-119	35	5	2	2	NUM
bioscience-119	35	6	shows	show	VERB
bioscience-119	35	7	two	two	NUM
bioscience-119	35	8	very	very	ADV
bioscience-119	35	9	similar	similar	ADJ
bioscience-119	35	10	skin	skin	NOUN
bioscience-119	35	11	lesions	lesion	NOUN
bioscience-119	35	12	,	,	PUNCT
bioscience-119	35	13	malignant	malignant	ADJ
bioscience-119	35	14	melanoma	melanoma	NOUN
bioscience-119	35	15	and	and	CCONJ
bioscience-119	35	16	clark	clark	NOUN
bioscience-119	35	17	’s	’s	PART
bioscience-119	35	18	nevus	nevu	NOUN
bioscience-119	35	19	,	,	PUNCT
bioscience-119	35	20	which	which	PRON
bioscience-119	35	21	is	be	AUX
bioscience-119	35	22	a	a	DET
bioscience-119	35	23	benign	benign	ADJ
bioscience-119	35	24	skin	skin	NOUN
bioscience-119	35	25	lesion	lesion	NOUN
bioscience-119	35	26	.	.	PUNCT
bioscience-119	36	1	melanoma	melanoma	NOUN
bioscience-119	36	2	is	be	AUX
bioscience-119	36	3	the	the	DET
bioscience-119	36	4	most	most	ADV
bioscience-119	36	5	common	common	ADJ
bioscience-119	36	6	skin	skin	NOUN
bioscience-119	36	7	disease	disease	NOUN
bioscience-119	36	8	that	that	PRON
bioscience-119	36	9	can	can	AUX
bioscience-119	36	10	lead	lead	VERB
bioscience-119	36	11	to	to	ADP
bioscience-119	36	12	death	death	NOUN
bioscience-119	36	13	[	[	X
bioscience-119	36	14	7	7	NUM
bioscience-119	36	15	]	]	PUNCT
bioscience-119	36	16	,	,	PUNCT
bioscience-119	36	17	which	which	PRON
bioscience-119	36	18	often	often	ADV
bioscience-119	36	19	begins	begin	VERB
bioscience-119	36	20	with	with	ADP
bioscience-119	36	21	malignant	malignant	ADJ
bioscience-119	36	22	pigment	pigment	NOUN
bioscience-119	36	23	cell	cell	NOUN
bioscience-119	36	24	tumors	tumor	NOUN
bioscience-119	36	25	that	that	PRON
bioscience-119	36	26	cause	cause	VERB
bioscience-119	36	27	more	more	ADJ
bioscience-119	36	28	than	than	ADP
bioscience-119	36	29	70	70	NUM
bioscience-119	36	30	%	%	NOUN
bioscience-119	36	31	of	of	ADP
bioscience-119	36	32	deaths	death	NOUN
bioscience-119	36	33	in	in	ADP
bioscience-119	36	34	patients	patient	NOUN
bioscience-119	36	35	with	with	ADP
bioscience-119	36	36	skin	skin	NOUN
bioscience-119	36	37	cancer	cancer	NOUN
bioscience-119	36	38	[	[	X
bioscience-119	36	39	8	8	NUM
bioscience-119	36	40	-	-	SYM
bioscience-119	36	41	9	9	NUM
bioscience-119	36	42	]	]	PUNCT
bioscience-119	36	43	.	.	PUNCT
bioscience-119	37	1	it	it	PRON
bioscience-119	37	2	should	should	AUX
bioscience-119	37	3	be	be	AUX
bioscience-119	37	4	noted	note	VERB
bioscience-119	37	5	that	that	SCONJ
bioscience-119	37	6	if	if	SCONJ
bioscience-119	37	7	skin	skin	NOUN
bioscience-119	37	8	cancer	cancer	NOUN
bioscience-119	37	9	is	be	AUX
bioscience-119	37	10	not	not	PART
bioscience-119	37	11	diagnosed	diagnose	VERB
bioscience-119	37	12	in	in	ADP
bioscience-119	37	13	the	the	DET
bioscience-119	37	14	early	early	ADJ
bioscience-119	37	15	stages	stage	NOUN
bioscience-119	37	16	,	,	PUNCT
bioscience-119	37	17	it	it	PRON
bioscience-119	37	18	can	can	AUX
bioscience-119	37	19	affect	affect	VERB
bioscience-119	37	20	different	different	ADJ
bioscience-119	37	21	parts	part	NOUN
bioscience-119	37	22	of	of	ADP
bioscience-119	37	23	the	the	DET
bioscience-119	37	24	body	body	NOUN
bioscience-119	37	25	,	,	PUNCT
bioscience-119	37	26	including	include	VERB
bioscience-119	37	27	the	the	DET
bioscience-119	37	28	liver	liver	NOUN
bioscience-119	37	29	,	,	PUNCT
bioscience-119	37	30	bones	bone	NOUN
bioscience-119	37	31	,	,	PUNCT
bioscience-119	37	32	lungs	lung	NOUN
bioscience-119	37	33	and	and	CCONJ
bioscience-119	37	34	brain	brain	NOUN
bioscience-119	37	35	,	,	PUNCT
bioscience-119	37	36	and	and	CCONJ
bioscience-119	37	37	makes	make	VERB
bioscience-119	37	38	the	the	DET
bioscience-119	37	39	treatment	treatment	NOUN
bioscience-119	37	40	process	process	NOUN
bioscience-119	37	41	very	very	ADV
bioscience-119	37	42	difficult	difficult	ADJ
bioscience-119	37	43	and	and	CCONJ
bioscience-119	37	44	complicated	complicated	ADJ
bioscience-119	37	45	.	.	PUNCT
bioscience-119	38	1	the	the	DET
bioscience-119	38	2	need	need	NOUN
bioscience-119	38	3	for	for	ADP
bioscience-119	38	4	an	an	DET
bioscience-119	38	5	automatic	automatic	ADJ
bioscience-119	38	6	and	and	CCONJ
bioscience-119	38	7	accurate	accurate	ADJ
bioscience-119	38	8	device	device	NOUN
bioscience-119	38	9	for	for	ADP
bioscience-119	38	10	reduce	reduce	VERB
bioscience-119	38	11	unnecessary	unnecessary	ADJ
bioscience-119	38	12	biopsy	biopsy	NOUN
bioscience-119	38	13	and	and	CCONJ
bioscience-119	38	14	rapid	rapid	ADJ
bioscience-119	38	15	detection	detection	NOUN
bioscience-119	38	16	is	be	AUX
bioscience-119	38	17	quite	quite	ADV
bioscience-119	38	18	clear	clear	ADJ
bioscience-119	38	19	.	.	PUNCT
bioscience-119	39	1	therefore	therefore	ADV
bioscience-119	39	2	,	,	PUNCT
bioscience-119	39	3	a	a	DET
bioscience-119	39	4	method	method	NOUN
bioscience-119	39	5	for	for	ADP
bioscience-119	39	6	early	early	ADJ
bioscience-119	39	7	detection	detection	NOUN
bioscience-119	39	8	of	of	ADP
bioscience-119	39	9	melanoma	melanoma	NOUN
bioscience-119	39	10	is	be	AUX
bioscience-119	39	11	very	very	ADV
bioscience-119	39	12	useful	useful	ADJ
bioscience-119	39	13	and	and	CCONJ
bioscience-119	39	14	valuable	valuable	ADJ
bioscience-119	39	15	[	[	X
bioscience-119	39	16	10	10	NUM
bioscience-119	39	17	-	-	SYM
bioscience-119	39	18	11	11	NUM
bioscience-119	39	19	]	]	PUNCT
bioscience-119	39	20	so	so	SCONJ
bioscience-119	39	21	that	that	SCONJ
bioscience-119	39	22	dermatologists	dermatologist	NOUN
bioscience-119	39	23	can	can	AUX
bioscience-119	39	24	use	use	VERB
bioscience-119	39	25	this	this	DET
bioscience-119	39	26	system	system	NOUN
bioscience-119	39	27	to	to	PART
bioscience-119	39	28	diagnose	diagnose	VERB
bioscience-119	39	29	skin	skin	NOUN
bioscience-119	39	30	lesions	lesion	NOUN
bioscience-119	39	31	with	with	ADP
bioscience-119	39	32	high	high	ADJ
bioscience-119	39	33	accuracy	accuracy	NOUN
bioscience-119	39	34	.	.	PUNCT
bioscience-119	40	1	in	in	ADP
bioscience-119	40	2	fact	fact	NOUN
bioscience-119	40	3	,	,	PUNCT
bioscience-119	40	4	melanoma	melanoma	NOUN
bioscience-119	40	5	is	be	AUX
bioscience-119	40	6	evaluated	evaluate	VERB
bioscience-119	40	7	by	by	ADP
bioscience-119	40	8	clinical	clinical	ADJ
bioscience-119	40	9	imaging	imaging	NOUN
bioscience-119	40	10	.	.	PUNCT
bioscience-119	41	1	dermoscopy	dermoscopy	NOUN
bioscience-119	41	2	is	be	AUX
bioscience-119	41	3	often	often	ADV
bioscience-119	41	4	used	use	VERB
bioscience-119	41	5	to	to	PART
bioscience-119	41	6	assess	assess	VERB
bioscience-119	41	7	melanoma	melanoma	NOUN
bioscience-119	41	8	lesions	lesion	NOUN
bioscience-119	41	9	,	,	PUNCT
bioscience-119	41	10	a	a	DET
bioscience-119	41	11	non	non	ADJ
bioscience-119	41	12	-	-	ADJ
bioscience-119	41	13	invasive	invasive	ADJ
bioscience-119	41	14	type	type	NOUN
bioscience-119	41	15	of	of	ADP
bioscience-119	41	16	image	image	NOUN
bioscience-119	41	17	analysis	analysis	NOUN
bioscience-119	41	18	.	.	PUNCT
bioscience-119	42	1	a	a	DET
bioscience-119	42	2	new	new	ADJ
bioscience-119	42	3	approach	approach	NOUN
bioscience-119	42	4	is	be	AUX
bioscience-119	42	5	shown	show	VERB
bioscience-119	42	6	here	here	ADV
bioscience-119	42	7	,	,	PUNCT
bioscience-119	42	8	which	which	PRON
bioscience-119	42	9	examines	examine	VERB
bioscience-119	42	10	the	the	DET
bioscience-119	42	11	skin	skin	NOUN
bioscience-119	42	12	lesion	lesion	NOUN
bioscience-119	42	13	image	image	NOUN
bioscience-119	42	14	by	by	ADP
bioscience-119	42	15	a	a	DET
bioscience-119	42	16	trained	train	VERB
bioscience-119	42	17	neural	neural	ADJ
bioscience-119	42	18	network	network	NOUN
bioscience-119	42	19	to	to	PART
bioscience-119	42	20	analyze	analyze	VERB
bioscience-119	42	21	if	if	SCONJ
bioscience-119	42	22	it	it	PRON
bioscience-119	42	23	is	be	AUX
bioscience-119	42	24	benign	benign	ADJ
bioscience-119	42	25	or	or	CCONJ
bioscience-119	42	26	malignant	malignant	ADJ
bioscience-119	42	27	.	.	PUNCT
bioscience-119	43	1	the	the	DET
bioscience-119	43	2	article	article	NOUN
bioscience-119	43	3	is	be	AUX
bioscience-119	43	4	arranged	arrange	VERB
bioscience-119	43	5	as	as	SCONJ
bioscience-119	43	6	follows	follow	VERB
bioscience-119	43	7	.	.	PUNCT
bioscience-119	44	1	highlights	highlight	NOUN
bioscience-119	44	2	in	in	ADP
bioscience-119	44	3	bioscience	bioscience	NOUN
bioscience-119	44	4	page	page	NOUN
bioscience-119	44	5	1	1	NUM
bioscience-119	44	6	of	of	ADP
bioscience-119	44	7	7	7	NUM
bioscience-119	44	8	august	august	PROPN
bioscience-119	44	9	2021|volume	2021|volume	NUM
bioscience-119	44	10	4	4	NUM
bioscience-119	44	11	https://doi.org/10.36462/h.biosci.202108	https://doi.org/10.36462/h.biosci.202108	NOUN
bioscience-119	44	12	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
bioscience-119	44	13	h.r.khezri2@gmail.com	h.r.khezri2@gmail.com	X
bioscience-119	44	14	https://orcid.org/0000-0002-5839-3690	https://orcid.org/0000-0002-5839-3690	VERB
bioscience-119	44	15	mojtaba.farzaneh@gmail.com	mojtaba.farzaneh@gmail.com	X
bioscience-119	44	16	https://orcid.org/0000-0002-6037-6486	https://orcid.org/0000-0002-6037-6486	PROPN
bioscience-119	44	17	farzaneh.ghasemi.sha@gmail.com	farzaneh.ghasemi.sha@gmail.com	INTJ
bioscience-119	44	18	https://orcid.org/0000-0002-2482-4296	https://orcid.org/0000-0002-2482-4296	VERB
bioscience-119	44	19	a.pakizehmoghadam@gmail.com	a.pakizehmoghadam@gmail.com	PROPN
bioscience-119	45	1	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	PROPN
bioscience-119	45	2	khezri	khezri	PROPN
bioscience-119	45	3	et	et	PROPN
bioscience-119	45	4	al	al	PROPN
bioscience-119	45	5	.	.	PROPN
bioscience-119	45	6	,	,	PUNCT
bioscience-119	45	7	2021	2021	NUM
bioscience-119	45	8	ann	ann	NOUN
bioscience-119	45	9	-	-	PUNCT
bioscience-119	45	10	based	base	VERB
bioscience-119	45	11	diagnosis	diagnosis	NOUN
bioscience-119	45	12	method	method	NOUN
bioscience-119	45	13	for	for	ADP
bioscience-119	45	14	skin	skin	NOUN
bioscience-119	45	15	cancers	cancer	NOUN
bioscience-119	45	16	using	use	VERB
bioscience-119	45	17	dermoscopic	dermoscopic	ADJ
bioscience-119	45	18	images	image	NOUN
bioscience-119	45	19	figure	figure	NOUN
bioscience-119	45	20	1	1	NUM
bioscience-119	45	21	.	.	PUNCT
bioscience-119	46	1	a	a	DET
bioscience-119	46	2	:	:	PUNCT
bioscience-119	46	3	symmetric	symmetric	ADJ
bioscience-119	46	4	and	and	CCONJ
bioscience-119	46	5	b	b	NOUN
bioscience-119	46	6	:	:	PUNCT
bioscience-119	46	7	asymmetric	asymmetric	ADJ
bioscience-119	46	8	melanoma	melanoma	NOUN
bioscience-119	46	9	lesions	lesion	NOUN
bioscience-119	46	10	.	.	PUNCT
bioscience-119	47	1	figure	figure	NOUN
bioscience-119	47	2	2	2	NUM
bioscience-119	47	3	.	.	PUNCT
bioscience-119	47	4	clark	clark	NOUN
bioscience-119	47	5	nevus	nevus	PROPN
bioscience-119	47	6	.	.	PUNCT
bioscience-119	48	1	the	the	DET
bioscience-119	48	2	second	second	ADJ
bioscience-119	48	3	section	section	NOUN
bioscience-119	48	4	describes	describe	VERB
bioscience-119	48	5	previous	previous	ADJ
bioscience-119	48	6	work	work	NOUN
bioscience-119	48	7	on	on	ADP
bioscience-119	48	8	melanoma	melanoma	ADJ
bioscience-119	48	9	analysis	analysis	NOUN
bioscience-119	48	10	in	in	ADP
bioscience-119	48	11	skin	skin	NOUN
bioscience-119	48	12	images	image	NOUN
bioscience-119	48	13	.	.	PUNCT
bioscience-119	49	1	in	in	ADP
bioscience-119	49	2	the	the	DET
bioscience-119	49	3	third	third	ADJ
bioscience-119	49	4	section	section	NOUN
bioscience-119	49	5	,	,	PUNCT
bioscience-119	49	6	the	the	DET
bioscience-119	49	7	new	new	ADJ
bioscience-119	49	8	contribution	contribution	NOUN
bioscience-119	49	9	to	to	ADP
bioscience-119	49	10	this	this	DET
bioscience-119	49	11	article	article	NOUN
bioscience-119	49	12	describes	describe	VERB
bioscience-119	49	13	the	the	DET
bioscience-119	49	14	analysis	analysis	NOUN
bioscience-119	49	15	,	,	PUNCT
bioscience-119	49	16	feature	feature	NOUN
bioscience-119	49	17	extraction	extraction	NOUN
bioscience-119	49	18	,	,	PUNCT
bioscience-119	49	19	classification	classification	NOUN
bioscience-119	49	20	,	,	PUNCT
bioscience-119	49	21	ann	ann	PROPN
bioscience-119	49	22	,	,	PUNCT
bioscience-119	49	23	details	detail	NOUN
bioscience-119	49	24	,	,	PUNCT
bioscience-119	49	25	tests	test	NOUN
bioscience-119	49	26	and	and	CCONJ
bioscience-119	49	27	evaluations	evaluation	NOUN
bioscience-119	49	28	.	.	PUNCT
bioscience-119	50	1	section	section	NOUN
bioscience-119	50	2	iv	iv	NUM
bioscience-119	50	3	presents	present	VERB
bioscience-119	50	4	the	the	DET
bioscience-119	50	5	conclusions	conclusion	NOUN
bioscience-119	50	6	.	.	PUNCT
bioscience-119	51	1	as	as	ADP
bioscience-119	51	2	a	a	DET
bioscience-119	51	3	basic	basic	ADJ
bioscience-119	51	4	step	step	NOUN
bioscience-119	51	5	towards	towards	ADP
bioscience-119	51	6	computer	computer	NOUN
bioscience-119	51	7	-	-	PUNCT
bioscience-119	51	8	aided	aid	VERB
bioscience-119	51	9	skin	skin	NOUN
bioscience-119	51	10	cancers	cancer	NOUN
bioscience-119	51	11	,	,	PUNCT
bioscience-119	51	12	automatic	automatic	ADJ
bioscience-119	51	13	diagnosis	diagnosis	NOUN
bioscience-119	51	14	,	,	PUNCT
bioscience-119	51	15	and	and	CCONJ
bioscience-119	51	16	image	image	NOUN
bioscience-119	51	17	analysis	analysis	NOUN
bioscience-119	51	18	have	have	AUX
bioscience-119	51	19	often	often	ADV
bioscience-119	51	20	been	be	AUX
bioscience-119	51	21	studied	study	VERB
bioscience-119	51	22	in	in	ADP
bioscience-119	51	23	the	the	DET
bioscience-119	51	24	literature	literature	NOUN
bioscience-119	51	25	[	[	X
bioscience-119	51	26	12	12	NUM
bioscience-119	51	27	-	-	SYM
bioscience-119	51	28	19	19	NUM
bioscience-119	51	29	]	]	PUNCT
bioscience-119	51	30	.	.	PUNCT
bioscience-119	52	1	in	in	ADP
bioscience-119	52	2	the	the	DET
bioscience-119	52	3	last	last	ADJ
bioscience-119	52	4	few	few	ADJ
bioscience-119	52	5	years	year	NOUN
bioscience-119	52	6	,	,	PUNCT
bioscience-119	52	7	many	many	ADJ
bioscience-119	52	8	studies	study	NOUN
bioscience-119	52	9	have	have	AUX
bioscience-119	52	10	been	be	AUX
bioscience-119	52	11	done	do	VERB
bioscience-119	52	12	to	to	PART
bioscience-119	52	13	detect	detect	VERB
bioscience-119	52	14	melanoma	melanoma	NOUN
bioscience-119	52	15	from	from	ADP
bioscience-119	52	16	skin	skin	NOUN
bioscience-119	52	17	images	image	NOUN
bioscience-119	52	18	with	with	ADP
bioscience-119	52	19	an	an	DET
bioscience-119	52	20	accuracy	accuracy	NOUN
bioscience-119	52	21	of	of	ADP
bioscience-119	52	22	70	70	NUM
bioscience-119	52	23	%	%	NOUN
bioscience-119	52	24	to	to	PART
bioscience-119	52	25	96	96	NUM
bioscience-119	52	26	%	%	NOUN
bioscience-119	52	27	.	.	PUNCT
bioscience-119	53	1	telemedicine	telemedicine	NOUN
bioscience-119	53	2	techniques	technique	NOUN
bioscience-119	53	3	have	have	AUX
bioscience-119	53	4	been	be	AUX
bioscience-119	53	5	studied	study	VERB
bioscience-119	53	6	as	as	ADP
bioscience-119	53	7	a	a	DET
bioscience-119	53	8	source	source	NOUN
bioscience-119	53	9	for	for	ADP
bioscience-119	53	10	the	the	DET
bioscience-119	53	11	diagnosis	diagnosis	NOUN
bioscience-119	53	12	of	of	ADP
bioscience-119	53	13	skin	skin	NOUN
bioscience-119	53	14	lesions	lesion	NOUN
bioscience-119	53	15	.	.	PUNCT
bioscience-119	54	1	compared	compare	VERB
bioscience-119	54	2	to	to	ADP
bioscience-119	54	3	physicians	physician	NOUN
bioscience-119	54	4	in	in	ADP
bioscience-119	54	5	-	-	PUNCT
bioscience-119	54	6	person	person	NOUN
bioscience-119	54	7	diagnoses	diagnosis	NOUN
bioscience-119	54	8	(	(	PUNCT
bioscience-119	54	9	face	face	NOUN
bioscience-119	54	10	to	to	ADP
bioscience-119	54	11	face	face	NOUN
bioscience-119	54	12	)	)	PUNCT
bioscience-119	54	13	and	and	CCONJ
bioscience-119	54	14	telemedicine	telemedicine	NOUN
bioscience-119	54	15	diagnoses	diagnosis	NOUN
bioscience-119	54	16	(	(	PUNCT
bioscience-119	54	17	remote	remote	ADJ
bioscience-119	54	18	detection	detection	NOUN
bioscience-119	54	19	)	)	PUNCT
bioscience-119	54	20	,	,	PUNCT
bioscience-119	54	21	tests	test	VERB
bioscience-119	54	22	on	on	ADP
bioscience-119	54	23	skin	skin	NOUN
bioscience-119	54	24	diseases	disease	NOUN
bioscience-119	54	25	have	have	AUX
bioscience-119	54	26	shown	show	VERB
bioscience-119	54	27	that	that	SCONJ
bioscience-119	54	28	the	the	DET
bioscience-119	54	29	use	use	NOUN
bioscience-119	54	30	of	of	ADP
bioscience-119	54	31	telecommunications	telecommunications	NOUN
bioscience-119	54	32	technology	technology	NOUN
bioscience-119	54	33	diagnosis	diagnosis	NOUN
bioscience-119	54	34	(	(	PUNCT
bioscience-119	54	35	teledermatology	teledermatology	NOUN
bioscience-119	54	36	)	)	PUNCT
bioscience-119	54	37	is	be	AUX
bioscience-119	54	38	more	more	ADV
bioscience-119	54	39	effective	effective	ADJ
bioscience-119	54	40	and	and	CCONJ
bioscience-119	54	41	safer	safe	ADJ
bioscience-119	54	42	.	.	PUNCT
bioscience-119	55	1	these	these	DET
bioscience-119	55	2	techniques	technique	NOUN
bioscience-119	55	3	include	include	VERB
bioscience-119	55	4	the	the	DET
bioscience-119	55	5	benefits	benefit	NOUN
bioscience-119	55	6	of	of	ADP
bioscience-119	55	7	easy	easy	ADJ
bioscience-119	55	8	access	access	NOUN
bioscience-119	55	9	,	,	PUNCT
bioscience-119	55	10	low	low	ADJ
bioscience-119	55	11	cost	cost	NOUN
bioscience-119	55	12	,	,	PUNCT
bioscience-119	55	13	and	and	CCONJ
bioscience-119	55	14	quick	quick	ADJ
bioscience-119	55	15	and	and	CCONJ
bioscience-119	55	16	accurate	accurate	ADJ
bioscience-119	55	17	access	access	NOUN
bioscience-119	55	18	to	to	ADP
bioscience-119	55	19	treatment	treatment	NOUN
bioscience-119	55	20	results	result	NOUN
bioscience-119	55	21	[	[	X
bioscience-119	55	22	20	20	NUM
bioscience-119	55	23	-	-	SYM
bioscience-119	55	24	22	22	NUM
bioscience-119	55	25	]	]	PUNCT
bioscience-119	55	26	.	.	PUNCT
bioscience-119	56	1	melanocytic	melanocytic	ADJ
bioscience-119	56	2	cutaneous	cutaneous	ADJ
bioscience-119	56	3	lesions	lesion	NOUN
bioscience-119	56	4	have	have	AUX
bioscience-119	56	5	been	be	AUX
bioscience-119	56	6	reported	report	VERB
bioscience-119	56	7	to	to	PART
bioscience-119	56	8	be	be	AUX
bioscience-119	56	9	the	the	DET
bioscience-119	56	10	deadliest	deadly	ADJ
bioscience-119	56	11	among	among	ADP
bioscience-119	56	12	the	the	DET
bioscience-119	56	13	three	three	NUM
bioscience-119	56	14	skin	skin	NOUN
bioscience-119	56	15	cancer	cancer	NOUN
bioscience-119	56	16	outbreaks	outbreak	NOUN
bioscience-119	56	17	and	and	CCONJ
bioscience-119	56	18	the	the	DET
bioscience-119	56	19	second	second	ADJ
bioscience-119	56	20	most	most	ADV
bioscience-119	56	21	common	common	ADJ
bioscience-119	56	22	among	among	ADP
bioscience-119	56	23	adults	adult	NOUN
bioscience-119	56	24	aged	age	VERB
bioscience-119	56	25	15	15	NUM
bioscience-119	56	26	to	to	PART
bioscience-119	56	27	29	29	NUM
bioscience-119	56	28	years	year	NOUN
bioscience-119	57	1	[	[	X
bioscience-119	57	2	2	2	NUM
bioscience-119	57	3	]	]	PUNCT
bioscience-119	57	4	.	.	PUNCT
bioscience-119	58	1	melanoma	melanoma	NOUN
bioscience-119	58	2	is	be	AUX
bioscience-119	58	3	less	less	ADV
bioscience-119	58	4	common	common	ADJ
bioscience-119	58	5	in	in	ADP
bioscience-119	58	6	asia	asia	PROPN
bioscience-119	58	7	,	,	PUNCT
bioscience-119	58	8	africa	africa	PROPN
bioscience-119	58	9	and	and	CCONJ
bioscience-119	58	10	latin	latin	PROPN
bioscience-119	58	11	america	america	PROPN
bioscience-119	58	12	than	than	ADP
bioscience-119	58	13	in	in	ADP
bioscience-119	58	14	australia	australia	PROPN
bioscience-119	58	15	,	,	PUNCT
bioscience-119	58	16	europe	europe	PROPN
bioscience-119	58	17	,	,	PUNCT
bioscience-119	58	18	north	north	PROPN
bioscience-119	58	19	america	america	PROPN
bioscience-119	58	20	and	and	CCONJ
bioscience-119	58	21	new	new	PROPN
bioscience-119	58	22	zealand	zealand	PROPN
bioscience-119	58	23	.	.	PUNCT
bioscience-119	59	1	melanomas	melanomas	PROPN
bioscience-119	59	2	sometimes	sometimes	ADV
bioscience-119	59	3	change	change	VERB
bioscience-119	59	4	in	in	ADP
bioscience-119	59	5	appearance	appearance	NOUN
bioscience-119	59	6	,	,	PUNCT
bioscience-119	59	7	including	include	VERB
bioscience-119	59	8	changes	change	NOUN
bioscience-119	59	9	in	in	ADP
bioscience-119	59	10	size	size	NOUN
bioscience-119	59	11	,	,	PUNCT
bioscience-119	59	12	irregular	irregular	ADJ
bioscience-119	59	13	edges	edge	NOUN
bioscience-119	59	14	,	,	PUNCT
bioscience-119	59	15	and	and	CCONJ
bioscience-119	59	16	discoloration	discoloration	NOUN
bioscience-119	59	17	,	,	PUNCT
bioscience-119	59	18	itching	itching	NOUN
bioscience-119	59	19	or	or	CCONJ
bioscience-119	59	20	fracture	fracture	NOUN
bioscience-119	59	21	of	of	ADP
bioscience-119	59	22	the	the	DET
bioscience-119	59	23	skin	skin	NOUN
bioscience-119	59	24	[	[	X
bioscience-119	59	25	23	23	NUM
bioscience-119	59	26	]	]	PUNCT
bioscience-119	59	27	.	.	PUNCT
bioscience-119	60	1	in	in	ADP
bioscience-119	60	2	fact	fact	NOUN
bioscience-119	60	3	,	,	PUNCT
bioscience-119	60	4	melanoma	melanoma	NOUN
bioscience-119	60	5	can	can	AUX
bioscience-119	60	6	rarely	rarely	ADV
bioscience-119	60	7	occur	occur	VERB
bioscience-119	60	8	in	in	ADP
bioscience-119	60	9	the	the	DET
bioscience-119	60	10	mouth	mouth	NOUN
bioscience-119	60	11	,	,	PUNCT
bioscience-119	60	12	intestines	intestine	NOUN
bioscience-119	60	13	,	,	PUNCT
bioscience-119	60	14	or	or	CCONJ
bioscience-119	60	15	eyes	eye	NOUN
bioscience-119	60	16	,	,	PUNCT
bioscience-119	60	17	but	but	CCONJ
bioscience-119	60	18	is	be	AUX
bioscience-119	60	19	most	most	ADV
bioscience-119	60	20	commonly	commonly	ADV
bioscience-119	60	21	found	find	VERB
bioscience-119	60	22	on	on	ADP
bioscience-119	60	23	the	the	DET
bioscience-119	60	24	skin	skin	NOUN
bioscience-119	60	25	.	.	PUNCT
bioscience-119	61	1	it	it	PRON
bioscience-119	61	2	is	be	AUX
bioscience-119	61	3	common	common	ADJ
bioscience-119	61	4	in	in	ADP
bioscience-119	61	5	men	man	NOUN
bioscience-119	61	6	and	and	CCONJ
bioscience-119	61	7	women	woman	NOUN
bioscience-119	61	8	in	in	ADP
bioscience-119	61	9	the	the	DET
bioscience-119	61	10	back	back	NOUN
bioscience-119	61	11	and	and	CCONJ
bioscience-119	61	12	legs	leg	NOUN
bioscience-119	61	13	,	,	PUNCT
bioscience-119	61	14	respectively	respectively	ADV
bioscience-119	61	15	[	[	X
bioscience-119	61	16	24	24	NUM
bioscience-119	61	17	]	]	PUNCT
bioscience-119	61	18	.	.	PUNCT
bioscience-119	62	1	the	the	DET
bioscience-119	62	2	automatic	automatic	ADJ
bioscience-119	62	3	detection	detection	NOUN
bioscience-119	62	4	of	of	ADP
bioscience-119	62	5	asymmetry	asymmetry	NOUN
bioscience-119	62	6	in	in	ADP
bioscience-119	62	7	digital	digital	ADJ
bioscience-119	62	8	images	image	NOUN
bioscience-119	62	9	was	be	AUX
bioscience-119	62	10	proposed	propose	VERB
bioscience-119	62	11	by	by	ADP
bioscience-119	62	12	the	the	DET
bioscience-119	62	13	stolz	stolz	PROPN
bioscience-119	62	14	technique	technique	NOUN
bioscience-119	62	15	based	base	VERB
bioscience-119	62	16	on	on	ADP
bioscience-119	62	17	abcd	abcd	PROPN
bioscience-119	62	18	rule	rule	NOUN
bioscience-119	63	1	[	[	X
bioscience-119	63	2	25	25	NUM
bioscience-119	63	3	]	]	PUNCT
bioscience-119	63	4	.	.	PUNCT
bioscience-119	64	1	a	a	DET
bioscience-119	64	2	study	study	NOUN
bioscience-119	64	3	on	on	ADP
bioscience-119	64	4	the	the	DET
bioscience-119	64	5	asymmetry	asymmetry	NOUN
bioscience-119	64	6	using	use	VERB
bioscience-119	64	7	imaging	imaging	NOUN
bioscience-119	64	8	techniques	technique	NOUN
bioscience-119	64	9	to	to	PART
bioscience-119	64	10	identify	identify	VERB
bioscience-119	64	11	melanoma	melanoma	NOUN
bioscience-119	64	12	skin	skin	NOUN
bioscience-119	64	13	lesions	lesion	NOUN
bioscience-119	64	14	was	be	AUX
bioscience-119	64	15	presented	present	VERB
bioscience-119	64	16	by	by	ADP
bioscience-119	64	17	ravichandran	ravichandran	PROPN
bioscience-119	64	18	et	et	NOUN
bioscience-119	64	19	al	al	PROPN
bioscience-119	65	1	[	[	X
bioscience-119	65	2	26	26	NUM
bioscience-119	65	3	]	]	PUNCT
bioscience-119	65	4	.	.	PUNCT
bioscience-119	66	1	to	to	ADP
bioscience-119	66	2	date	date	NOUN
bioscience-119	66	3	,	,	PUNCT
bioscience-119	66	4	many	many	ADJ
bioscience-119	66	5	researchers	researcher	NOUN
bioscience-119	66	6	are	be	AUX
bioscience-119	66	7	working	work	VERB
bioscience-119	66	8	on	on	ADP
bioscience-119	66	9	image	image	NOUN
bioscience-119	66	10	processing	processing	NOUN
bioscience-119	66	11	,	,	PUNCT
bioscience-119	66	12	visual	visual	ADJ
bioscience-119	66	13	techniques	technique	NOUN
bioscience-119	66	14	,	,	PUNCT
bioscience-119	66	15	and	and	CCONJ
bioscience-119	66	16	various	various	ADJ
bioscience-119	66	17	melanoma	melanoma	NOUN
bioscience-119	66	18	parameters	parameter	NOUN
bioscience-119	66	19	such	such	ADJ
bioscience-119	66	20	as	as	ADP
bioscience-119	66	21	size	size	NOUN
bioscience-119	66	22	,	,	PUNCT
bioscience-119	66	23	shape	shape	NOUN
bioscience-119	66	24	,	,	PUNCT
bioscience-119	66	25	asymmetry	asymmetry	NOUN
bioscience-119	66	26	,	,	PUNCT
bioscience-119	66	27	border	border	NOUN
bioscience-119	66	28	,	,	PUNCT
bioscience-119	66	29	color	color	NOUN
bioscience-119	66	30	,	,	PUNCT
bioscience-119	66	31	and	and	CCONJ
bioscience-119	66	32	diameter	diameter	NOUN
bioscience-119	66	33	to	to	PART
bioscience-119	66	34	detect	detect	VERB
bioscience-119	66	35	skin	skin	NOUN
bioscience-119	66	36	cancer	cancer	NOUN
bioscience-119	66	37	[	[	X
bioscience-119	66	38	27	27	NUM
bioscience-119	66	39	-	-	SYM
bioscience-119	66	40	31	31	NUM
bioscience-119	66	41	]	]	PUNCT
bioscience-119	66	42	.	.	PUNCT
bioscience-119	67	1	one	one	NUM
bioscience-119	67	2	of	of	ADP
bioscience-119	67	3	the	the	DET
bioscience-119	67	4	known	know	VERB
bioscience-119	67	5	methods	method	NOUN
bioscience-119	67	6	is	be	AUX
bioscience-119	67	7	the	the	DET
bioscience-119	67	8	abcd	abcd	PROPN
bioscience-119	67	9	rule	rule	NOUN
bioscience-119	67	10	.	.	PUNCT
bioscience-119	68	1	the	the	DET
bioscience-119	68	2	algorithm	algorithm	NOUN
bioscience-119	68	3	for	for	ADP
bioscience-119	68	4	detection	detection	NOUN
bioscience-119	68	5	is	be	AUX
bioscience-119	68	6	divided	divide	VERB
bioscience-119	68	7	into	into	ADP
bioscience-119	68	8	four	four	NUM
bioscience-119	68	9	steps	step	NOUN
bioscience-119	68	10	:	:	PUNCT
bioscience-119	68	11	asymmetry	asymmetry	NOUN
bioscience-119	68	12	,	,	PUNCT
bioscience-119	68	13	border	border	NOUN
bioscience-119	68	14	,	,	PUNCT
bioscience-119	68	15	color	color	NOUN
bioscience-119	68	16	,	,	PUNCT
bioscience-119	68	17	and	and	CCONJ
bioscience-119	68	18	diameter	diameter	NOUN
bioscience-119	68	19	.	.	PUNCT
bioscience-119	69	1	abcd	abcd	PROPN
bioscience-119	69	2	is	be	AUX
bioscience-119	69	3	a	a	DET
bioscience-119	69	4	fast	fast	ADJ
bioscience-119	69	5	learning	learning	NOUN
bioscience-119	69	6	,	,	PUNCT
bioscience-119	69	7	calculation	calculation	NOUN
bioscience-119	69	8	and	and	CCONJ
bioscience-119	69	9	a	a	DET
bioscience-119	69	10	reliable	reliable	ADJ
bioscience-119	69	11	way	way	NOUN
bioscience-119	69	12	to	to	PART
bioscience-119	69	13	diagnose	diagnose	VERB
bioscience-119	69	14	melanoma	melanoma	NOUN
bioscience-119	70	1	[	[	PUNCT
bioscience-119	70	2	32	32	NUM
bioscience-119	70	3	-	-	SYM
bioscience-119	70	4	34	34	NUM
bioscience-119	70	5	]	]	PUNCT
bioscience-119	70	6	.	.	PUNCT
bioscience-119	71	1	lesion	lesion	NOUN
bioscience-119	71	2	irregularity	irregularity	NOUN
bioscience-119	71	3	,	,	PUNCT
bioscience-119	71	4	borders	border	NOUN
bioscience-119	71	5	,	,	PUNCT
bioscience-119	71	6	colors	color	NOUN
bioscience-119	71	7	and	and	CCONJ
bioscience-119	71	8	diameters	diameter	NOUN
bioscience-119	71	9	can	can	AUX
bioscience-119	71	10	be	be	AUX
bioscience-119	71	11	analyzed	analyze	VERB
bioscience-119	71	12	and	and	CCONJ
bioscience-119	71	13	calculated	calculate	VERB
bioscience-119	71	14	by	by	ADP
bioscience-119	71	15	dividing	divide	VERB
bioscience-119	71	16	the	the	DET
bioscience-119	71	17	image	image	NOUN
bioscience-119	71	18	of	of	ADP
bioscience-119	71	19	the	the	DET
bioscience-119	71	20	lesion	lesion	NOUN
bioscience-119	71	21	into	into	ADP
bioscience-119	71	22	sub	sub	NOUN
bioscience-119	71	23	-	-	NOUN
bioscience-119	71	24	images	image	NOUN
bioscience-119	71	25	and	and	CCONJ
bioscience-119	71	26	extracting	extract	VERB
bioscience-119	71	27	the	the	DET
bioscience-119	71	28	properties	property	NOUN
bioscience-119	71	29	of	of	ADP
bioscience-119	71	30	each	each	DET
bioscience-119	71	31	image	image	NOUN
bioscience-119	71	32	[	[	X
bioscience-119	71	33	35	35	NUM
bioscience-119	71	34	]	]	PUNCT
bioscience-119	71	35	.	.	PUNCT
bioscience-119	72	1	finally	finally	ADV
bioscience-119	72	2	,	,	PUNCT
bioscience-119	72	3	melanoma	melanoma	NOUN
bioscience-119	72	4	could	could	AUX
bioscience-119	72	5	be	be	AUX
bioscience-119	72	6	detected	detect	VERB
bioscience-119	72	7	by	by	ADP
bioscience-119	72	8	a	a	DET
bioscience-119	72	9	simple	simple	ADJ
bioscience-119	72	10	threshold	threshold	NOUN
bioscience-119	72	11	for	for	ADP
bioscience-119	72	12	the	the	DET
bioscience-119	72	13	values	value	NOUN
bioscience-119	72	14	obtained	obtain	VERB
bioscience-119	72	15	from	from	ADP
bioscience-119	72	16	the	the	DET
bioscience-119	72	17	extracted	extract	VERB
bioscience-119	72	18	features	feature	NOUN
bioscience-119	72	19	(	(	PUNCT
bioscience-119	72	20	lesion	lesion	NOUN
bioscience-119	72	21	irregularity	irregularity	NOUN
bioscience-119	72	22	,	,	PUNCT
bioscience-119	72	23	borders	border	NOUN
bioscience-119	72	24	,	,	PUNCT
bioscience-119	72	25	colors	color	NOUN
bioscience-119	72	26	and	and	CCONJ
bioscience-119	72	27	diameter	diameter	NOUN
bioscience-119	72	28	)	)	PUNCT
bioscience-119	73	1	[	[	X
bioscience-119	73	2	36	36	NUM
bioscience-119	73	3	]	]	PUNCT
bioscience-119	73	4	.	.	PUNCT
bioscience-119	74	1	these	these	DET
bioscience-119	74	2	features	feature	NOUN
bioscience-119	74	3	are	be	AUX
bioscience-119	74	4	used	use	VERB
bioscience-119	74	5	as	as	ADP
bioscience-119	74	6	inputs	input	NOUN
bioscience-119	74	7	to	to	ADP
bioscience-119	74	8	the	the	DET
bioscience-119	74	9	first	first	ADJ
bioscience-119	74	10	layer	layer	NOUN
bioscience-119	74	11	of	of	ADP
bioscience-119	74	12	the	the	DET
bioscience-119	74	13	ann	ann	PROPN
bioscience-119	75	1	[	[	X
bioscience-119	75	2	37	37	NUM
bioscience-119	75	3	-	-	SYM
bioscience-119	75	4	38	38	NUM
bioscience-119	75	5	]	]	PUNCT
bioscience-119	75	6	.	.	PUNCT
bioscience-119	76	1	we	we	PRON
bioscience-119	76	2	’ve	’ve	AUX
bioscience-119	76	3	developed	develop	VERB
bioscience-119	76	4	the	the	DET
bioscience-119	76	5	novel	novel	NOUN
bioscience-119	76	6	abcdt	abcdt	ADJ
bioscience-119	76	7	rule	rule	NOUN
bioscience-119	76	8	by	by	ADP
bioscience-119	76	9	improve	improve	VERB
bioscience-119	76	10	the	the	DET
bioscience-119	76	11	abcd	abcd	NOUN
bioscience-119	76	12	,	,	PUNCT
bioscience-119	76	13	for	for	ADP
bioscience-119	76	14	automatic	automatic	ADJ
bioscience-119	76	15	diagnosis	diagnosis	NOUN
bioscience-119	76	16	of	of	ADP
bioscience-119	76	17	skin	skin	NOUN
bioscience-119	76	18	cancer	cancer	NOUN
bioscience-119	76	19	with	with	ADP
bioscience-119	76	20	greater	great	ADJ
bioscience-119	76	21	accuracy	accuracy	NOUN
bioscience-119	76	22	and	and	CCONJ
bioscience-119	76	23	precision	precision	NOUN
bioscience-119	76	24	.	.	PUNCT
bioscience-119	77	1	in	in	ADP
bioscience-119	77	2	other	other	ADJ
bioscience-119	77	3	words	word	NOUN
bioscience-119	77	4	,	,	PUNCT
bioscience-119	77	5	in	in	ADP
bioscience-119	77	6	the	the	DET
bioscience-119	77	7	current	current	ADJ
bioscience-119	77	8	study	study	NOUN
bioscience-119	77	9	,	,	PUNCT
bioscience-119	77	10	the	the	DET
bioscience-119	77	11	extraction	extraction	NOUN
bioscience-119	77	12	of	of	ADP
bioscience-119	77	13	features	feature	NOUN
bioscience-119	77	14	is	be	AUX
bioscience-119	77	15	done	do	VERB
bioscience-119	77	16	based	base	VERB
bioscience-119	77	17	on	on	ADP
bioscience-119	77	18	the	the	DET
bioscience-119	77	19	abcdt	abcdt	ADJ
bioscience-119	77	20	rule	rule	NOUN
bioscience-119	77	21	in	in	ADP
bioscience-119	77	22	dermoscopy	dermoscopy	NOUN
bioscience-119	77	23	.	.	PUNCT
bioscience-119	78	1	materials	material	NOUN
bioscience-119	78	2	and	and	CCONJ
bioscience-119	78	3	methods	method	NOUN
bioscience-119	78	4	this	this	DET
bioscience-119	78	5	article	article	NOUN
bioscience-119	78	6	aims	aim	VERB
bioscience-119	78	7	to	to	PART
bioscience-119	78	8	develop	develop	VERB
bioscience-119	78	9	a	a	DET
bioscience-119	78	10	new	new	ADJ
bioscience-119	78	11	,	,	PUNCT
bioscience-119	78	12	intelligent	intelligent	ADJ
bioscience-119	78	13	and	and	CCONJ
bioscience-119	78	14	accurate	accurate	ADJ
bioscience-119	78	15	software	software	NOUN
bioscience-119	78	16	system	system	NOUN
bioscience-119	78	17	for	for	ADP
bioscience-119	78	18	skin	skin	NOUN
bioscience-119	78	19	cancer	cancer	NOUN
bioscience-119	78	20	diagnosis	diagnosis	NOUN
bioscience-119	78	21	using	use	VERB
bioscience-119	78	22	neural	neural	ADJ
bioscience-119	78	23	network	network	NOUN
bioscience-119	78	24	and	and	CCONJ
bioscience-119	78	25	abcdt	abcdt	ADJ
bioscience-119	78	26	rule	rule	NOUN
bioscience-119	78	27	.	.	PUNCT
bioscience-119	79	1	the	the	DET
bioscience-119	79	2	input	input	NOUN
bioscience-119	79	3	of	of	ADP
bioscience-119	79	4	the	the	DET
bioscience-119	79	5	device	device	NOUN
bioscience-119	79	6	is	be	AUX
bioscience-119	79	7	images	image	NOUN
bioscience-119	79	8	of	of	ADP
bioscience-119	79	9	skin	skin	NOUN
bioscience-119	79	10	lesions	lesion	NOUN
bioscience-119	79	11	.	.	PUNCT
bioscience-119	80	1	this	this	DET
bioscience-119	80	2	system	system	NOUN
bioscience-119	80	3	with	with	ADP
bioscience-119	80	4	pre	pre	ADJ
bioscience-119	80	5	-	-	ADJ
bioscience-119	80	6	processing	processing	ADJ
bioscience-119	80	7	,	,	PUNCT
bioscience-119	80	8	abcdt	abcdt	ADJ
bioscience-119	80	9	rule	rule	NOUN
bioscience-119	80	10	,	,	PUNCT
bioscience-119	80	11	and	and	CCONJ
bioscience-119	80	12	separation	separation	NOUN
bioscience-119	80	13	,	,	PUNCT
bioscience-119	80	14	extract	extract	VERB
bioscience-119	80	15	appropriate	appropriate	ADJ
bioscience-119	80	16	features	feature	NOUN
bioscience-119	80	17	from	from	ADP
bioscience-119	80	18	the	the	DET
bioscience-119	80	19	image	image	NOUN
bioscience-119	80	20	.	.	PUNCT
bioscience-119	81	1	to	to	PART
bioscience-119	81	2	get	get	VERB
bioscience-119	81	3	the	the	DET
bioscience-119	81	4	total	total	ADJ
bioscience-119	81	5	dermoscopic	dermoscopic	ADJ
bioscience-119	81	6	score	score	NOUN
bioscience-119	81	7	(	(	PUNCT
bioscience-119	81	8	tds	tds	PROPN
bioscience-119	81	9	)	)	PUNCT
bioscience-119	81	10	,	,	PUNCT
bioscience-119	81	11	for	for	ADP
bioscience-119	81	12	each	each	PRON
bioscience-119	81	13	of	of	ADP
bioscience-119	81	14	the	the	DET
bioscience-119	81	15	"	"	PUNCT
bioscience-119	81	16	asymmetries	asymmetry	NOUN
bioscience-119	81	17	,	,	PUNCT
bioscience-119	81	18	boundary	boundary	NOUN
bioscience-119	81	19	,	,	PUNCT
bioscience-119	81	20	colors	color	NOUN
bioscience-119	81	21	,	,	PUNCT
bioscience-119	81	22	diameters	diameter	NOUN
bioscience-119	81	23	and	and	CCONJ
bioscience-119	81	24	texture	texture	ADJ
bioscience-119	81	25	changes	change	NOUN
bioscience-119	81	26	"	"	PUNCT
bioscience-119	81	27	,	,	PUNCT
bioscience-119	81	28	a	a	DET
bioscience-119	81	29	coefficient	coefficient	NOUN
bioscience-119	81	30	is	be	AUX
bioscience-119	81	31	determined	determine	VERB
bioscience-119	81	32	by	by	ADP
bioscience-119	81	33	which	which	PRON
bioscience-119	81	34	the	the	DET
bioscience-119	81	35	tds	tds	NOUN
bioscience-119	81	36	can	can	AUX
bioscience-119	81	37	be	be	AUX
bioscience-119	81	38	calculated	calculate	VERB
bioscience-119	81	39	.	.	PUNCT
bioscience-119	82	1	in	in	ADP
bioscience-119	82	2	other	other	ADJ
bioscience-119	82	3	words	word	NOUN
bioscience-119	82	4	,	,	PUNCT
bioscience-119	82	5	to	to	PART
bioscience-119	82	6	obtain	obtain	VERB
bioscience-119	82	7	tds	tds	ADJ
bioscience-119	82	8	(	(	PUNCT
bioscience-119	82	9	table	table	NOUN
bioscience-119	82	10	1	1	NUM
bioscience-119	82	11	,	,	PUNCT
bioscience-119	82	12	the	the	DET
bioscience-119	82	13	score	score	NOUN
bioscience-119	82	14	of	of	ADP
bioscience-119	82	15	each	each	DET
bioscience-119	82	16	"	"	PUNCT
bioscience-119	82	17	abcdt	abcdt	ADV
bioscience-119	82	18	"	"	PUNCT
bioscience-119	82	19	is	be	AUX
bioscience-119	82	20	multiplied	multiply	VERB
bioscience-119	82	21	by	by	ADP
bioscience-119	82	22	a	a	DET
bioscience-119	82	23	specific	specific	ADJ
bioscience-119	82	24	weight	weight	NOUN
bioscience-119	82	25	factor	factor	NOUN
bioscience-119	82	26	.	.	PUNCT
bioscience-119	83	1	finally	finally	ADV
bioscience-119	83	2	,	,	PUNCT
bioscience-119	83	3	ushighlights	ushighlight	NOUN
bioscience-119	83	4	in	in	ADP
bioscience-119	83	5	bioscience	bioscience	NOUN
bioscience-119	83	6	page	page	NOUN
bioscience-119	83	7	2	2	NUM
bioscience-119	83	8	of	of	ADP
bioscience-119	83	9	7	7	NUM
bioscience-119	83	10	august	august	PROPN
bioscience-119	83	11	2021|volume	2021|volume	NUM
bioscience-119	83	12	4	4	NUM
bioscience-119	83	13	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	83	14	khezri	khezri	PROPN
bioscience-119	83	15	et	et	PROPN
bioscience-119	83	16	al	al	PROPN
bioscience-119	83	17	.	.	PROPN
bioscience-119	83	18	,	,	PUNCT
bioscience-119	83	19	2021	2021	NUM
bioscience-119	83	20	ann	ann	NOUN
bioscience-119	83	21	-	-	PUNCT
bioscience-119	83	22	based	base	VERB
bioscience-119	83	23	diagnosis	diagnosis	NOUN
bioscience-119	83	24	method	method	NOUN
bioscience-119	83	25	for	for	ADP
bioscience-119	83	26	skin	skin	NOUN
bioscience-119	83	27	cancers	cancer	NOUN
bioscience-119	83	28	using	use	VERB
bioscience-119	83	29	dermoscopic	dermoscopic	ADJ
bioscience-119	83	30	images	image	NOUN
bioscience-119	83	31	ing	ing	ADJ
bioscience-119	83	32	nn	nn	INTJ
bioscience-119	83	33	as	as	ADP
bioscience-119	83	34	a	a	DET
bioscience-119	83	35	smart	smart	ADJ
bioscience-119	83	36	medical	medical	ADJ
bioscience-119	83	37	decision	decision	NOUN
bioscience-119	83	38	-	-	PUNCT
bioscience-119	83	39	making	make	VERB
bioscience-119	83	40	system	system	NOUN
bioscience-119	83	41	based	base	VERB
bioscience-119	83	42	on	on	ADP
bioscience-119	83	43	tds	tds	PROPN
bioscience-119	83	44	,	,	PUNCT
bioscience-119	83	45	the	the	DET
bioscience-119	83	46	type	type	NOUN
bioscience-119	83	47	of	of	ADP
bioscience-119	83	48	lesion	lesion	NOUN
bioscience-119	83	49	is	be	AUX
bioscience-119	83	50	determined	determine	VERB
bioscience-119	83	51	to	to	PART
bioscience-119	83	52	be	be	AUX
bioscience-119	83	53	melanoma	melanoma	NOUN
bioscience-119	83	54	or	or	CCONJ
bioscience-119	83	55	benign	benign	ADJ
bioscience-119	83	56	.	.	PUNCT
bioscience-119	84	1	in	in	ADP
bioscience-119	84	2	other	other	ADJ
bioscience-119	84	3	words	word	NOUN
bioscience-119	84	4	,	,	PUNCT
bioscience-119	84	5	an	an	DET
bioscience-119	84	6	nn	nn	PROPN
bioscience-119	84	7	has	have	AUX
bioscience-119	84	8	been	be	AUX
bioscience-119	84	9	used	use	VERB
bioscience-119	84	10	to	to	PART
bioscience-119	84	11	implement	implement	VERB
bioscience-119	84	12	the	the	DET
bioscience-119	84	13	new	new	ADJ
bioscience-119	84	14	automated	automate	VERB
bioscience-119	84	15	classification	classification	NOUN
bioscience-119	84	16	of	of	ADP
bioscience-119	84	17	melanocytic	melanocytic	ADJ
bioscience-119	84	18	lesions	lesion	NOUN
bioscience-119	84	19	.	.	PUNCT
bioscience-119	85	1	table	table	NOUN
bioscience-119	85	2	1	1	NUM
bioscience-119	85	3	.	.	PUNCT
bioscience-119	86	1	the	the	DET
bioscience-119	86	2	proposed	propose	VERB
bioscience-119	86	3	diagnostic	diagnostic	ADJ
bioscience-119	86	4	criteria	criterion	NOUN
bioscience-119	86	5	.	.	PUNCT
bioscience-119	87	1	diagnostic	diagnostic	ADJ
bioscience-119	87	2	criteria	criterion	NOUN
bioscience-119	87	3	score	score	VERB
bioscience-119	87	4	weight	weight	NOUN
bioscience-119	87	5	factor	factor	NOUN
bioscience-119	87	6	asymmetric	asymmetric	NOUN
bioscience-119	87	7	(	(	PUNCT
bioscience-119	87	8	a	a	NOUN
bioscience-119	87	9	)	)	PUNCT
bioscience-119	87	10	0	0	NUM
bioscience-119	87	11	-	-	SYM
bioscience-119	87	12	5	5	NUM
bioscience-119	87	13	1.3	1.3	NUM
bioscience-119	87	14	border	border	NOUN
bioscience-119	87	15	(	(	PUNCT
bioscience-119	87	16	b	b	NOUN
bioscience-119	87	17	)	)	PUNCT
bioscience-119	87	18	0	0	NUM
bioscience-119	87	19	-	-	SYM
bioscience-119	87	20	8	8	NUM
bioscience-119	87	21	0.5	0.5	NUM
bioscience-119	87	22	color	color	NOUN
bioscience-119	87	23	variation	variation	NOUN
bioscience-119	87	24	(	(	PUNCT
bioscience-119	87	25	c	c	NOUN
bioscience-119	87	26	)	)	PUNCT
bioscience-119	87	27	1	1	NUM
bioscience-119	87	28	-	-	SYM
bioscience-119	87	29	6	6	NUM
bioscience-119	87	30	1	1	NUM
bioscience-119	87	31	diameter	diameter	NOUN
bioscience-119	87	32	(	(	PUNCT
bioscience-119	87	33	d	d	NOUN
bioscience-119	87	34	)	)	PUNCT
bioscience-119	87	35	0	0	NUM
bioscience-119	87	36	-	-	SYM
bioscience-119	87	37	1	1	NUM
bioscience-119	87	38	0.1	0.1	NUM
bioscience-119	87	39	textural	textural	ADJ
bioscience-119	87	40	variation	variation	NOUN
bioscience-119	87	41	(	(	PUNCT
bioscience-119	87	42	t	t	NOUN
bioscience-119	87	43	)	)	PUNCT
bioscience-119	87	44	1	1	NUM
bioscience-119	87	45	-	-	SYM
bioscience-119	87	46	10	10	NUM
bioscience-119	87	47	0.9	0.9	NUM
bioscience-119	87	48	in	in	ADP
bioscience-119	87	49	this	this	DET
bioscience-119	87	50	work	work	NOUN
bioscience-119	87	51	,	,	PUNCT
bioscience-119	87	52	briefly	briefly	ADV
bioscience-119	87	53	,	,	PUNCT
bioscience-119	87	54	after	after	ADP
bioscience-119	87	55	the	the	DET
bioscience-119	87	56	detection	detection	NOUN
bioscience-119	87	57	and	and	CCONJ
bioscience-119	87	58	elimination	elimination	NOUN
bioscience-119	87	59	of	of	ADP
bioscience-119	87	60	noise	noise	NOUN
bioscience-119	87	61	and	and	CCONJ
bioscience-119	87	62	hair	hair	NOUN
bioscience-119	87	63	on	on	ADP
bioscience-119	87	64	the	the	DET
bioscience-119	87	65	image	image	NOUN
bioscience-119	87	66	,	,	PUNCT
bioscience-119	87	67	abcdt	abcdt	ADJ
bioscience-119	87	68	rule	rule	NOUN
bioscience-119	87	69	,	,	PUNCT
bioscience-119	87	70	bayes	bayes	PROPN
bioscience-119	87	71	learning	learn	VERB
bioscience-119	87	72	algorithm	algorithm	NOUN
bioscience-119	87	73	,	,	PUNCT
bioscience-119	87	74	and	and	CCONJ
bioscience-119	87	75	the	the	DET
bioscience-119	87	76	neural	neural	ADJ
bioscience-119	87	77	network	network	NOUN
bioscience-119	87	78	method	method	NOUN
bioscience-119	87	79	(	(	PUNCT
bioscience-119	87	80	feed	feed	VERB
bioscience-119	87	81	forward	forward	ADV
bioscience-119	87	82	back	back	ADJ
bioscience-119	87	83	propagation	propagation	NOUN
bioscience-119	87	84	)	)	PUNCT
bioscience-119	87	85	were	be	AUX
bioscience-119	87	86	used	use	VERB
bioscience-119	87	87	to	to	PART
bioscience-119	87	88	detect	detect	VERB
bioscience-119	87	89	the	the	DET
bioscience-119	87	90	lesion	lesion	NOUN
bioscience-119	87	91	is	be	AUX
bioscience-119	87	92	classified	classify	VERB
bioscience-119	87	93	as	as	ADP
bioscience-119	87	94	benign	benign	ADJ
bioscience-119	87	95	or	or	CCONJ
bioscience-119	87	96	malignant	malignant	ADJ
bioscience-119	87	97	.	.	PUNCT
bioscience-119	88	1	as	as	SCONJ
bioscience-119	88	2	shown	show	VERB
bioscience-119	88	3	in	in	ADP
bioscience-119	88	4	figures	figure	NOUN
bioscience-119	88	5	3	3	NUM
bioscience-119	88	6	and	and	CCONJ
bioscience-119	88	7	3	3	NUM
bioscience-119	88	8	,	,	PUNCT
bioscience-119	88	9	the	the	DET
bioscience-119	88	10	architecture	architecture	NOUN
bioscience-119	88	11	of	of	ADP
bioscience-119	88	12	the	the	DET
bioscience-119	88	13	skin	skin	NOUN
bioscience-119	88	14	cancer	cancer	NOUN
bioscience-119	88	15	smart	smart	ADJ
bioscience-119	88	16	system	system	NOUN
bioscience-119	88	17	used	use	VERB
bioscience-119	88	18	in	in	ADP
bioscience-119	88	19	this	this	DET
bioscience-119	88	20	study	study	NOUN
bioscience-119	88	21	consists	consist	VERB
bioscience-119	88	22	of	of	ADP
bioscience-119	88	23	the	the	DET
bioscience-119	88	24	five	five	NUM
bioscience-119	88	25	steps	step	NOUN
bioscience-119	88	26	of	of	ADP
bioscience-119	88	27	pre	pre	ADJ
bioscience-119	88	28	-	-	ADJ
bioscience-119	88	29	processing	processing	ADJ
bioscience-119	88	30	,	,	PUNCT
bioscience-119	88	31	segmentation	segmentation	NOUN
bioscience-119	88	32	,	,	PUNCT
bioscience-119	88	33	feature	feature	NOUN
bioscience-119	88	34	extraction	extraction	NOUN
bioscience-119	88	35	,	,	PUNCT
bioscience-119	88	36	classification	classification	NOUN
bioscience-119	88	37	and	and	CCONJ
bioscience-119	88	38	diagnosis	diagnosis	NOUN
bioscience-119	88	39	as	as	SCONJ
bioscience-119	88	40	follows	follow	VERB
bioscience-119	88	41	:	:	PUNCT
bioscience-119	88	42	•	•	NUM
bioscience-119	88	43	pre	pre	ADJ
bioscience-119	88	44	-	-	ADJ
bioscience-119	88	45	processing	processing	ADJ
bioscience-119	88	46	:	:	PUNCT
bioscience-119	88	47	it	it	PRON
bioscience-119	88	48	involves	involve	VERB
bioscience-119	88	49	filtering	filter	VERB
bioscience-119	88	50	and	and	CCONJ
bioscience-119	88	51	contrast	contrast	VERB
bioscience-119	88	52	enhancement	enhancement	NOUN
bioscience-119	88	53	techniques	technique	NOUN
bioscience-119	88	54	using	use	VERB
bioscience-119	88	55	the	the	DET
bioscience-119	88	56	retinex	retinex	ADJ
bioscience-119	88	57	algorithm	algorithm	NOUN
bioscience-119	88	58	.	.	PUNCT
bioscience-119	89	1	resize	resize	VERB
bioscience-119	89	2	pictures	picture	NOUN
bioscience-119	89	3	,	,	PUNCT
bioscience-119	89	4	to	to	PART
bioscience-119	89	5	analyze	analyze	VERB
bioscience-119	89	6	and	and	CCONJ
bioscience-119	89	7	compare	compare	VERB
bioscience-119	89	8	data	datum	NOUN
bioscience-119	89	9	with	with	ADP
bioscience-119	89	10	the	the	DET
bioscience-119	89	11	bank	bank	NOUN
bioscience-119	89	12	,	,	PUNCT
bioscience-119	89	13	all	all	DET
bioscience-119	89	14	images	image	NOUN
bioscience-119	89	15	are	be	AUX
bioscience-119	89	16	transformed	transform	VERB
bioscience-119	89	17	into	into	ADP
bioscience-119	89	18	the	the	DET
bioscience-119	89	19	same	same	ADJ
bioscience-119	89	20	size	size	NOUN
bioscience-119	89	21	.	.	PUNCT
bioscience-119	90	1	this	this	DET
bioscience-119	90	2	size	size	NOUN
bioscience-119	90	3	is	be	AUX
bioscience-119	90	4	450×350	450×350	NUM
bioscience-119	90	5	selected	select	VERB
bioscience-119	90	6	.	.	PUNCT
bioscience-119	91	1	•	•	NUM
bioscience-119	91	2	blurring	blurring	NOUN
bioscience-119	91	3	and	and	CCONJ
bioscience-119	91	4	segmentation	segmentation	NOUN
bioscience-119	91	5	:	:	PUNCT
bioscience-119	91	6	the	the	DET
bioscience-119	91	7	purpose	purpose	NOUN
bioscience-119	91	8	of	of	ADP
bioscience-119	91	9	blurring	blurring	NOUN
bioscience-119	91	10	is	be	AUX
bioscience-119	91	11	to	to	PART
bioscience-119	91	12	reduce	reduce	VERB
bioscience-119	91	13	noise	noise	NOUN
bioscience-119	91	14	.	.	PUNCT
bioscience-119	92	1	if	if	SCONJ
bioscience-119	92	2	we	we	PRON
bioscience-119	92	3	use	use	VERB
bioscience-119	92	4	edge	edge	NOUN
bioscience-119	92	5	detection	detection	NOUN
bioscience-119	92	6	algorithms	algorithm	NOUN
bioscience-119	92	7	for	for	ADP
bioscience-119	92	8	highresolution	highresolution	NOUN
bioscience-119	92	9	images	image	NOUN
bioscience-119	92	10	,	,	PUNCT
bioscience-119	92	11	we	we	PRON
bioscience-119	92	12	will	will	AUX
bioscience-119	92	13	find	find	VERB
bioscience-119	92	14	many	many	ADJ
bioscience-119	92	15	results	result	NOUN
bioscience-119	92	16	that	that	SCONJ
bioscience-119	92	17	we	we	PRON
bioscience-119	92	18	are	be	AUX
bioscience-119	92	19	not	not	PART
bioscience-119	92	20	interested	interested	ADJ
bioscience-119	92	21	in	in	ADP
bioscience-119	92	22	.	.	PUNCT
bioscience-119	93	1	conversely	conversely	ADV
bioscience-119	93	2	,	,	PUNCT
bioscience-119	93	3	if	if	SCONJ
bioscience-119	93	4	we	we	PRON
bioscience-119	93	5	blur	blur	VERB
bioscience-119	93	6	the	the	DET
bioscience-119	93	7	images	image	NOUN
bioscience-119	93	8	too	too	ADV
bioscience-119	93	9	much	much	ADV
bioscience-119	93	10	,	,	PUNCT
bioscience-119	93	11	we	we	PRON
bioscience-119	93	12	will	will	AUX
bioscience-119	93	13	lose	lose	VERB
bioscience-119	93	14	data	datum	NOUN
bioscience-119	93	15	.	.	PUNCT
bioscience-119	94	1	so	so	ADV
bioscience-119	94	2	,	,	PUNCT
bioscience-119	94	3	we	we	PRON
bioscience-119	94	4	have	have	VERB
bioscience-119	94	5	to	to	PART
bioscience-119	94	6	find	find	VERB
bioscience-119	94	7	the	the	DET
bioscience-119	94	8	amount	amount	NOUN
bioscience-119	94	9	of	of	ADP
bioscience-119	94	10	blurring	blurring	NOUN
bioscience-119	94	11	we	we	PRON
bioscience-119	94	12	want	want	VERB
bioscience-119	94	13	to	to	PART
bioscience-119	94	14	use	use	VERB
bioscience-119	94	15	without	without	ADP
bioscience-119	94	16	destroying	destroy	VERB
bioscience-119	94	17	the	the	DET
bioscience-119	94	18	desired	desire	VERB
bioscience-119	94	19	edges	edge	NOUN
bioscience-119	94	20	.	.	PUNCT
bioscience-119	95	1	there	there	PRON
bioscience-119	95	2	are	be	VERB
bioscience-119	95	3	various	various	ADJ
bioscience-119	95	4	techniques	technique	NOUN
bioscience-119	95	5	to	to	PART
bioscience-119	95	6	achieve	achieve	VERB
bioscience-119	95	7	blurred	blurred	ADJ
bioscience-119	95	8	effects	effect	NOUN
bioscience-119	95	9	,	,	PUNCT
bioscience-119	95	10	but	but	CCONJ
bioscience-119	95	11	gaussian	gaussian	ADJ
bioscience-119	95	12	blur	blur	NOUN
bioscience-119	95	13	is	be	AUX
bioscience-119	95	14	used	use	VERB
bioscience-119	95	15	with	with	ADP
bioscience-119	95	16	a	a	DET
bioscience-119	95	17	factor	factor	NOUN
bioscience-119	95	18	of	of	ADP
bioscience-119	95	19	2	2	NUM
bioscience-119	95	20	to	to	PART
bioscience-119	95	21	remove	remove	VERB
bioscience-119	95	22	the	the	DET
bioscience-119	95	23	noise	noise	NOUN
bioscience-119	95	24	and	and	CCONJ
bioscience-119	95	25	the	the	DET
bioscience-119	95	26	hairs	hair	NOUN
bioscience-119	95	27	on	on	ADP
bioscience-119	95	28	the	the	DET
bioscience-119	95	29	skin	skin	NOUN
bioscience-119	95	30	.	.	PUNCT
bioscience-119	96	1	so	so	ADV
bioscience-119	96	2	,	,	PUNCT
bioscience-119	96	3	first	first	ADV
bioscience-119	96	4	,	,	PUNCT
bioscience-119	96	5	the	the	DET
bioscience-119	96	6	image	image	NOUN
bioscience-119	96	7	is	be	AUX
bioscience-119	96	8	converted	convert	VERB
bioscience-119	96	9	to	to	ADP
bioscience-119	96	10	binary	binary	ADJ
bioscience-119	96	11	format	format	NOUN
bioscience-119	96	12	.	.	PUNCT
bioscience-119	97	1	using	use	VERB
bioscience-119	97	2	filters	filter	NOUN
bioscience-119	97	3	,	,	PUNCT
bioscience-119	97	4	detect	detect	VERB
bioscience-119	97	5	and	and	CCONJ
bioscience-119	97	6	eliminate	eliminate	VERB
bioscience-119	97	7	hair	hair	NOUN
bioscience-119	97	8	and	and	CCONJ
bioscience-119	97	9	noise	noise	NOUN
bioscience-119	97	10	from	from	ADP
bioscience-119	97	11	the	the	DET
bioscience-119	97	12	image	image	NOUN
bioscience-119	97	13	.	.	PUNCT
bioscience-119	98	1	then	then	ADV
bioscience-119	98	2	,	,	PUNCT
bioscience-119	98	3	the	the	DET
bioscience-119	98	4	lesion	lesion	NOUN
bioscience-119	98	5	image	image	NOUN
bioscience-119	98	6	is	be	AUX
bioscience-119	98	7	completely	completely	ADV
bioscience-119	98	8	separated	separate	VERB
bioscience-119	98	9	from	from	ADP
bioscience-119	98	10	the	the	DET
bioscience-119	98	11	background	background	NOUN
bioscience-119	98	12	.	.	PUNCT
bioscience-119	99	1	in	in	ADP
bioscience-119	99	2	other	other	ADJ
bioscience-119	99	3	words	word	NOUN
bioscience-119	99	4	,	,	PUNCT
bioscience-119	99	5	the	the	DET
bioscience-119	99	6	exact	exact	ADJ
bioscience-119	99	7	location	location	NOUN
bioscience-119	99	8	of	of	ADP
bioscience-119	99	9	the	the	DET
bioscience-119	99	10	lesion	lesion	NOUN
bioscience-119	99	11	on	on	ADP
bioscience-119	99	12	the	the	DET
bioscience-119	99	13	image	image	NOUN
bioscience-119	99	14	is	be	AUX
bioscience-119	99	15	determined	determine	VERB
bioscience-119	99	16	by	by	ADP
bioscience-119	99	17	calculating	calculate	VERB
bioscience-119	99	18	the	the	DET
bioscience-119	99	19	threshold	threshold	NOUN
bioscience-119	99	20	and	and	CCONJ
bioscience-119	99	21	statistical	statistical	ADJ
bioscience-119	99	22	characteristics	characteristic	NOUN
bioscience-119	99	23	.	.	PUNCT
bioscience-119	100	1	•	•	NUM
bioscience-119	100	2	feature	feature	NOUN
bioscience-119	100	3	extraction	extraction	NOUN
bioscience-119	100	4	:	:	PUNCT
bioscience-119	100	5	abcdt	abcdt	PROPN
bioscience-119	100	6	rule	rule	NOUN
bioscience-119	100	7	examines	examine	VERB
bioscience-119	100	8	the	the	DET
bioscience-119	100	9	characteristics	characteristic	NOUN
bioscience-119	100	10	of	of	ADP
bioscience-119	100	11	a	a	DET
bioscience-119	100	12	lesion	lesion	NOUN
bioscience-119	100	13	.	.	PUNCT
bioscience-119	101	1	these	these	DET
bioscience-119	101	2	properties	property	NOUN
bioscience-119	101	3	include	include	VERB
bioscience-119	101	4	asymmetry	asymmetry	NOUN
bioscience-119	101	5	,	,	PUNCT
bioscience-119	101	6	border	border	NOUN
bioscience-119	101	7	,	,	PUNCT
bioscience-119	101	8	color	color	NOUN
bioscience-119	101	9	,	,	PUNCT
bioscience-119	101	10	diameter	diameter	NOUN
bioscience-119	101	11	,	,	PUNCT
bioscience-119	101	12	and	and	CCONJ
bioscience-119	101	13	textural	textural	ADJ
bioscience-119	101	14	variation	variation	NOUN
bioscience-119	101	15	.	.	PUNCT
bioscience-119	102	1	this	this	DET
bioscience-119	102	2	rule	rule	NOUN
bioscience-119	102	3	is	be	AUX
bioscience-119	102	4	a	a	DET
bioscience-119	102	5	development	development	NOUN
bioscience-119	102	6	of	of	ADP
bioscience-119	102	7	the	the	DET
bioscience-119	102	8	known	know	VERB
bioscience-119	102	9	abcd	abcd	NOUN
bioscience-119	102	10	rule	rule	NOUN
bioscience-119	102	11	[	[	X
bioscience-119	102	12	39	39	NUM
bioscience-119	102	13	]	]	PUNCT
bioscience-119	102	14	,	,	PUNCT
bioscience-119	102	15	commonly	commonly	ADV
bioscience-119	102	16	used	use	VERB
bioscience-119	102	17	to	to	PART
bioscience-119	102	18	diagnose	diagnose	VERB
bioscience-119	102	19	melanoma	melanoma	NOUN
bioscience-119	102	20	from	from	ADP
bioscience-119	102	21	images	image	NOUN
bioscience-119	102	22	.	.	PUNCT
bioscience-119	103	1	the	the	DET
bioscience-119	103	2	extracted	extract	VERB
bioscience-119	103	3	properties	property	NOUN
bioscience-119	103	4	are	be	AUX
bioscience-119	103	5	fed	feed	VERB
bioscience-119	103	6	to	to	ADP
bioscience-119	103	7	the	the	DET
bioscience-119	103	8	first	first	ADJ
bioscience-119	103	9	layer	layer	NOUN
bioscience-119	103	10	of	of	ADP
bioscience-119	103	11	the	the	DET
bioscience-119	103	12	nn	nn	PROPN
bioscience-119	103	13	.	.	PROPN
bioscience-119	103	14	properties	property	NOUN
bioscience-119	103	15	used	use	VERB
bioscience-119	103	16	to	to	PART
bioscience-119	103	17	characterize	characterize	VERB
bioscience-119	103	18	the	the	DET
bioscience-119	103	19	asymmetry	asymmetry	NOUN
bioscience-119	103	20	of	of	ADP
bioscience-119	103	21	the	the	DET
bioscience-119	103	22	lesion	lesion	NOUN
bioscience-119	103	23	the	the	DET
bioscience-119	103	24	asymmetric	asymmetric	ADJ
bioscience-119	103	25	feature	feature	NOUN
bioscience-119	103	26	of	of	ADP
bioscience-119	103	27	the	the	DET
bioscience-119	103	28	lesion	lesion	NOUN
bioscience-119	103	29	is	be	AUX
bioscience-119	103	30	one	one	NUM
bioscience-119	103	31	of	of	ADP
bioscience-119	103	32	the	the	DET
bioscience-119	103	33	important	important	ADJ
bioscience-119	103	34	features	feature	NOUN
bioscience-119	103	35	in	in	ADP
bioscience-119	103	36	diagnosis	diagnosis	NOUN
bioscience-119	103	37	.	.	PUNCT
bioscience-119	104	1	natural	natural	ADJ
bioscience-119	104	2	moles	mole	NOUN
bioscience-119	104	3	are	be	AUX
bioscience-119	104	4	usually	usually	ADV
bioscience-119	104	5	symmetrical	symmetrical	ADJ
bioscience-119	104	6	.	.	PUNCT
bioscience-119	105	1	asymmetry	asymmetry	NOUN
bioscience-119	105	2	is	be	AUX
bioscience-119	105	3	usually	usually	ADV
bioscience-119	105	4	calculated	calculate	VERB
bioscience-119	105	5	in	in	ADP
bioscience-119	105	6	two	two	NUM
bioscience-119	105	7	ways	way	NOUN
bioscience-119	105	8	:	:	PUNCT
bioscience-119	105	9	entropy	entropy	NOUN
bioscience-119	105	10	and	and	CCONJ
bioscience-119	105	11	bifold	bifold	ADJ
bioscience-119	105	12	.	.	PUNCT
bioscience-119	106	1	to	to	PART
bioscience-119	106	2	calculate	calculate	VERB
bioscience-119	106	3	the	the	DET
bioscience-119	106	4	asymmetry	asymmetry	NOUN
bioscience-119	106	5	score	score	NOUN
bioscience-119	106	6	,	,	PUNCT
bioscience-119	106	7	each	each	DET
bioscience-119	106	8	lesion	lesion	NOUN
bioscience-119	106	9	is	be	AUX
bioscience-119	106	10	examined	examine	VERB
bioscience-119	106	11	by	by	ADP
bioscience-119	106	12	two	two	NUM
bioscience-119	106	13	90	90	NUM
bioscience-119	106	14	-	-	PUNCT
bioscience-119	106	15	degree	degree	NOUN
bioscience-119	106	16	axes	axis	NOUN
bioscience-119	106	17	,	,	PUNCT
bioscience-119	106	18	and	and	CCONJ
bioscience-119	106	19	the	the	DET
bioscience-119	106	20	ann	ann	PROPN
bioscience-119	106	21	determines	determine	VERB
bioscience-119	106	22	its	its	PRON
bioscience-119	106	23	score	score	NOUN
bioscience-119	106	24	.	.	PUNCT
bioscience-119	107	1	if	if	SCONJ
bioscience-119	107	2	the	the	DET
bioscience-119	107	3	lesion	lesion	NOUN
bioscience-119	107	4	is	be	AUX
bioscience-119	107	5	properly	properly	ADV
bioscience-119	107	6	symmetrical	symmetrical	ADJ
bioscience-119	107	7	on	on	ADP
bioscience-119	107	8	both	both	DET
bioscience-119	107	9	axes	axis	NOUN
bioscience-119	107	10	,	,	PUNCT
bioscience-119	107	11	this	this	DET
bioscience-119	107	12	score	score	NOUN
bioscience-119	107	13	is	be	AUX
bioscience-119	107	14	0	0	NUM
bioscience-119	107	15	,	,	PUNCT
bioscience-119	107	16	and	and	CCONJ
bioscience-119	107	17	if	if	SCONJ
bioscience-119	107	18	it	it	PRON
bioscience-119	107	19	is	be	AUX
bioscience-119	107	20	only	only	ADV
bioscience-119	107	21	on	on	ADP
bioscience-119	107	22	one	one	NUM
bioscience-119	107	23	axis	axis	NOUN
bioscience-119	107	24	,	,	PUNCT
bioscience-119	107	25	it	it	PRON
bioscience-119	107	26	will	will	AUX
bioscience-119	107	27	be	be	AUX
bioscience-119	107	28	2.5	2.5	NUM
bioscience-119	107	29	.	.	PUNCT
bioscience-119	108	1	in	in	ADP
bioscience-119	108	2	case	case	NOUN
bioscience-119	108	3	of	of	ADP
bioscience-119	108	4	asymmetry	asymmetry	NOUN
bioscience-119	108	5	in	in	ADP
bioscience-119	108	6	both	both	DET
bioscience-119	108	7	axes	axis	NOUN
bioscience-119	108	8	,	,	PUNCT
bioscience-119	108	9	the	the	DET
bioscience-119	108	10	score	score	NOUN
bioscience-119	108	11	is	be	AUX
bioscience-119	108	12	5	5	NUM
bioscience-119	108	13	.	.	PUNCT
bioscience-119	109	1	finally	finally	ADV
bioscience-119	109	2	,	,	PUNCT
bioscience-119	109	3	the	the	DET
bioscience-119	109	4	asymmetry	asymmetry	NOUN
bioscience-119	109	5	score	score	NOUN
bioscience-119	109	6	must	must	AUX
bioscience-119	109	7	be	be	AUX
bioscience-119	109	8	multiplied	multiply	VERB
bioscience-119	109	9	by	by	ADP
bioscience-119	109	10	1.3	1.3	NUM
bioscience-119	109	11	as	as	ADP
bioscience-119	109	12	the	the	DET
bioscience-119	109	13	weight	weight	NOUN
bioscience-119	109	14	factor	factor	NOUN
bioscience-119	109	15	.	.	PUNCT
bioscience-119	110	1	features	feature	NOUN
bioscience-119	110	2	used	use	VERB
bioscience-119	110	3	for	for	ADP
bioscience-119	110	4	irregular	irregular	ADJ
bioscience-119	110	5	characterization	characterization	NOUN
bioscience-119	110	6	at	at	ADP
bioscience-119	110	7	the	the	DET
bioscience-119	110	8	lesion	lesion	NOUN
bioscience-119	110	9	border	border	NOUN
bioscience-119	110	10	uneven	uneven	ADJ
bioscience-119	110	11	or	or	CCONJ
bioscience-119	110	12	irregularly	irregularly	ADV
bioscience-119	110	13	shaped	shape	VERB
bioscience-119	110	14	margins	margin	NOUN
bioscience-119	110	15	increase	increase	VERB
bioscience-119	110	16	the	the	DET
bioscience-119	110	17	likelihood	likelihood	NOUN
bioscience-119	110	18	of	of	ADP
bioscience-119	110	19	some	some	DET
bioscience-119	110	20	kind	kind	NOUN
bioscience-119	110	21	of	of	ADP
bioscience-119	110	22	skin	skin	NOUN
bioscience-119	110	23	lesion	lesion	NOUN
bioscience-119	110	24	.	.	PUNCT
bioscience-119	111	1	to	to	PART
bioscience-119	111	2	calculate	calculate	VERB
bioscience-119	111	3	boundary	boundary	ADJ
bioscience-119	111	4	irregularities	irregularity	NOUN
bioscience-119	111	5	,	,	PUNCT
bioscience-119	111	6	the	the	DET
bioscience-119	111	7	lesion	lesion	NOUN
bioscience-119	111	8	is	be	AUX
bioscience-119	111	9	divided	divide	VERB
bioscience-119	111	10	into	into	ADP
bioscience-119	111	11	eight	eight	NUM
bioscience-119	111	12	sections	section	NOUN
bioscience-119	111	13	.	.	PUNCT
bioscience-119	112	1	if	if	SCONJ
bioscience-119	112	2	the	the	DET
bioscience-119	112	3	entire	entire	ADJ
bioscience-119	112	4	border	border	NOUN
bioscience-119	112	5	of	of	ADP
bioscience-119	112	6	the	the	DET
bioscience-119	112	7	lesion	lesion	NOUN
bioscience-119	112	8	has	have	VERB
bioscience-119	112	9	a	a	DET
bioscience-119	112	10	severe	severe	ADJ
bioscience-119	112	11	incision	incision	NOUN
bioscience-119	112	12	,	,	PUNCT
bioscience-119	112	13	it	it	PRON
bioscience-119	112	14	is	be	AUX
bioscience-119	112	15	given	give	VERB
bioscience-119	112	16	a	a	DET
bioscience-119	112	17	maximum	maximum	ADJ
bioscience-119	112	18	score	score	NOUN
bioscience-119	112	19	.	.	PUNCT
bioscience-119	113	1	otherwise	otherwise	ADV
bioscience-119	113	2	the	the	DET
bioscience-119	113	3	minimum	minimum	ADJ
bioscience-119	113	4	score	score	NOUN
bioscience-119	113	5	of	of	ADP
bioscience-119	113	6	0	0	NUM
bioscience-119	113	7	is	be	AUX
bioscience-119	113	8	given	give	VERB
bioscience-119	113	9	.	.	PUNCT
bioscience-119	114	1	the	the	DET
bioscience-119	114	2	minimum	minimum	ADJ
bioscience-119	114	3	and	and	CCONJ
bioscience-119	114	4	maximum	maximum	ADJ
bioscience-119	114	5	score	score	NOUN
bioscience-119	114	6	of	of	ADP
bioscience-119	114	7	b	b	NOUN
bioscience-119	114	8	are	be	AUX
bioscience-119	114	9	defined	define	VERB
bioscience-119	114	10	0	0	NUM
bioscience-119	114	11	and	and	CCONJ
bioscience-119	114	12	8	8	NUM
bioscience-119	114	13	,	,	PUNCT
bioscience-119	114	14	respectively	respectively	ADV
bioscience-119	114	15	with	with	ADP
bioscience-119	114	16	the	the	DET
bioscience-119	114	17	0.5	0.5	NUM
bioscience-119	114	18	weight	weight	NOUN
bioscience-119	114	19	factor	factor	NOUN
bioscience-119	114	20	.	.	PUNCT
bioscience-119	115	1	features	feature	NOUN
bioscience-119	115	2	used	use	VERB
bioscience-119	115	3	to	to	PART
bioscience-119	115	4	characterize	characterize	VERB
bioscience-119	115	5	lesion	lesion	NOUN
bioscience-119	115	6	color	color	NOUN
bioscience-119	115	7	variation	variation	NOUN
bioscience-119	115	8	color	color	NOUN
bioscience-119	115	9	properties	property	NOUN
bioscience-119	115	10	are	be	AUX
bioscience-119	115	11	calculated	calculate	VERB
bioscience-119	115	12	between	between	ADP
bioscience-119	115	13	six	six	NUM
bioscience-119	115	14	colors	color	NOUN
bioscience-119	115	15	,	,	PUNCT
bioscience-119	115	16	and	and	CCONJ
bioscience-119	115	17	each	each	DET
bioscience-119	115	18	color	color	NOUN
bioscience-119	115	19	represents	represent	VERB
bioscience-119	115	20	1	1	NUM
bioscience-119	115	21	point	point	NOUN
bioscience-119	115	22	.	.	PUNCT
bioscience-119	116	1	properties	property	NOUN
bioscience-119	116	2	used	use	VERB
bioscience-119	116	3	for	for	ADP
bioscience-119	116	4	diameter	diameter	NOUN
bioscience-119	116	5	according	accord	VERB
bioscience-119	116	6	to	to	ADP
bioscience-119	116	7	our	our	PRON
bioscience-119	116	8	information	information	NOUN
bioscience-119	116	9	,	,	PUNCT
bioscience-119	116	10	if	if	SCONJ
bioscience-119	116	11	the	the	DET
bioscience-119	116	12	lesion	lesion	NOUN
bioscience-119	116	13	diameter	diameter	NOUN
bioscience-119	116	14	is	be	AUX
bioscience-119	116	15	larger	large	ADJ
bioscience-119	116	16	than	than	ADP
bioscience-119	116	17	0.6	0.6	NUM
bioscience-119	116	18	mm	mm	NOUN
bioscience-119	116	19	,	,	PUNCT
bioscience-119	116	20	the	the	DET
bioscience-119	116	21	risk	risk	NOUN
bioscience-119	116	22	of	of	ADP
bioscience-119	116	23	cancer	cancer	NOUN
bioscience-119	116	24	is	be	AUX
bioscience-119	116	25	higher	high	ADJ
bioscience-119	116	26	.	.	PUNCT
bioscience-119	117	1	diameter	diameter	NOUN
bioscience-119	117	2	with	with	ADP
bioscience-119	117	3	a	a	DET
bioscience-119	117	4	weight	weight	NOUN
bioscience-119	117	5	coefficient	coefficient	NOUN
bioscience-119	117	6	of	of	ADP
bioscience-119	117	7	0.1	0.1	NUM
bioscience-119	117	8	is	be	AUX
bioscience-119	117	9	measured	measure	VERB
bioscience-119	117	10	by	by	ADP
bioscience-119	117	11	converting	convert	VERB
bioscience-119	117	12	the	the	DET
bioscience-119	117	13	total	total	ADJ
bioscience-119	117	14	number	number	NOUN
bioscience-119	117	15	of	of	ADP
bioscience-119	117	16	pixels	pixel	NOUN
bioscience-119	117	17	in	in	ADP
bioscience-119	117	18	the	the	DET
bioscience-119	117	19	largest	large	ADJ
bioscience-119	117	20	diameter	diameter	NOUN
bioscience-119	117	21	to	to	ADP
bioscience-119	117	22	millimeters	millimeters	PROPN
bioscience-119	117	23	(	(	PUNCT
bioscience-119	117	24	mm	mm	PROPN
bioscience-119	117	25	)	)	PUNCT
bioscience-119	117	26	.	.	PUNCT
bioscience-119	118	1	characteristics	characteristic	NOUN
bioscience-119	118	2	used	use	VERB
bioscience-119	118	3	to	to	PART
bioscience-119	118	4	characterize	characterize	VERB
bioscience-119	118	5	the	the	DET
bioscience-119	118	6	textural	textural	ADJ
bioscience-119	118	7	variation	variation	NOUN
bioscience-119	118	8	of	of	ADP
bioscience-119	118	9	the	the	DET
bioscience-119	118	10	lesion	lesion	NOUN
bioscience-119	118	11	since	since	SCONJ
bioscience-119	118	12	healthy	healthy	ADJ
bioscience-119	118	13	skin	skin	NOUN
bioscience-119	118	14	is	be	AUX
bioscience-119	118	15	reddish	reddish	ADJ
bioscience-119	118	16	,	,	PUNCT
bioscience-119	118	17	and	and	CCONJ
bioscience-119	118	18	skin	skin	NOUN
bioscience-119	118	19	lesions	lesion	NOUN
bioscience-119	118	20	have	have	VERB
bioscience-119	118	21	more	more	ADJ
bioscience-119	118	22	textural	textural	ADJ
bioscience-119	118	23	variation	variation	NOUN
bioscience-119	118	24	and	and	CCONJ
bioscience-119	118	25	lower	low	ADJ
bioscience-119	118	26	pixel	pixel	NOUN
bioscience-119	118	27	intensity	intensity	NOUN
bioscience-119	118	28	than	than	ADP
bioscience-119	118	29	healthy	healthy	ADJ
bioscience-119	118	30	areas	area	NOUN
bioscience-119	118	31	of	of	ADP
bioscience-119	118	32	the	the	DET
bioscience-119	118	33	skin	skin	NOUN
bioscience-119	118	34	.	.	PUNCT
bioscience-119	119	1	for	for	ADP
bioscience-119	119	2	this	this	DET
bioscience-119	119	3	purpose	purpose	NOUN
bioscience-119	119	4	,	,	PUNCT
bioscience-119	119	5	first	first	ADV
bioscience-119	119	6	,	,	PUNCT
bioscience-119	119	7	a	a	DET
bioscience-119	119	8	low	low	ADJ
bioscience-119	119	9	pass	pass	NOUN
bioscience-119	119	10	filter	filter	NOUN
bioscience-119	119	11	was	be	AUX
bioscience-119	119	12	used	use	VERB
bioscience-119	119	13	to	to	PART
bioscience-119	119	14	normalize	normalize	VERB
bioscience-119	119	15	the	the	DET
bioscience-119	119	16	color	color	NOUN
bioscience-119	119	17	and	and	CCONJ
bioscience-119	119	18	then	then	ADV
bioscience-119	119	19	extracted	extract	VERB
bioscience-119	119	20	the	the	DET
bioscience-119	119	21	correct	correct	ADJ
bioscience-119	119	22	features	feature	NOUN
bioscience-119	119	23	[	[	X
bioscience-119	119	24	40	40	NUM
bioscience-119	119	25	]	]	PUNCT
bioscience-119	119	26	.	.	PUNCT
bioscience-119	120	1	the	the	DET
bioscience-119	120	2	textural	textural	ADJ
bioscience-119	120	3	variation	variation	NOUN
bioscience-119	120	4	values	value	NOUN
bioscience-119	120	5	are	be	AUX
bioscience-119	120	6	considered	consider	VERB
bioscience-119	120	7	from	from	ADP
bioscience-119	120	8	1	1	NUM
bioscience-119	120	9	to	to	PART
bioscience-119	120	10	10	10	NUM
bioscience-119	120	11	with	with	ADP
bioscience-119	120	12	a	a	DET
bioscience-119	120	13	weight	weight	NOUN
bioscience-119	120	14	factor	factor	NOUN
bioscience-119	120	15	of	of	ADP
bioscience-119	120	16	0.9	0.9	NUM
bioscience-119	120	17	.	.	PUNCT
bioscience-119	121	1	classification	classification	NOUN
bioscience-119	121	2	the	the	DET
bioscience-119	121	3	different	different	ADJ
bioscience-119	121	4	features	feature	NOUN
bioscience-119	121	5	extracted	extract	VERB
bioscience-119	121	6	from	from	ADP
bioscience-119	121	7	the	the	DET
bioscience-119	121	8	lesion	lesion	NOUN
bioscience-119	121	9	surface	surface	NOUN
bioscience-119	121	10	have	have	VERB
bioscience-119	121	11	different	different	ADJ
bioscience-119	121	12	weights	weight	NOUN
bioscience-119	121	13	.	.	PUNCT
bioscience-119	122	1	the	the	DET
bioscience-119	122	2	weight	weight	NOUN
bioscience-119	122	3	of	of	ADP
bioscience-119	122	4	each	each	DET
bioscience-119	122	5	group	group	NOUN
bioscience-119	122	6	was	be	AUX
bioscience-119	122	7	drawn	draw	VERB
bioscience-119	122	8	based	base	VERB
bioscience-119	122	9	on	on	ADP
bioscience-119	122	10	the	the	DET
bioscience-119	122	11	experience	experience	NOUN
bioscience-119	122	12	of	of	ADP
bioscience-119	122	13	dermatologists	dermatologist	NOUN
bioscience-119	122	14	.	.	PUNCT
bioscience-119	123	1	table	table	NOUN
bioscience-119	123	2	1	1	NUM
bioscience-119	123	3	shows	show	VERB
bioscience-119	123	4	the	the	DET
bioscience-119	123	5	importance	importance	NOUN
bioscience-119	123	6	of	of	ADP
bioscience-119	123	7	each	each	DET
bioscience-119	123	8	group	group	NOUN
bioscience-119	123	9	.	.	PUNCT
bioscience-119	124	1	the	the	DET
bioscience-119	124	2	total	total	ADJ
bioscience-119	124	3	dermoscopy	dermoscopy	NOUN
bioscience-119	124	4	score	score	NOUN
bioscience-119	124	5	(	(	PUNCT
bioscience-119	124	6	tds	tds	ADV
bioscience-119	124	7	)	)	PUNCT
bioscience-119	124	8	can	can	AUX
bioscience-119	124	9	be	be	AUX
bioscience-119	124	10	calculated	calculate	VERB
bioscience-119	124	11	using	use	VERB
bioscience-119	124	12	eq	eq	ADP
bioscience-119	124	13	.	.	PUNCT
bioscience-119	125	1	(	(	PUNCT
bioscience-119	125	2	1	1	NUM
bioscience-119	125	3	)	)	PUNCT
bioscience-119	125	4	.	.	PUNCT
bioscience-119	126	1	t	t	NOUN
bioscience-119	126	2	ds	ds	NOUN
bioscience-119	126	3	=	=	PUNCT
bioscience-119	126	4	1.3	1.3	NUM
bioscience-119	126	5	×	×	NOUN
bioscience-119	126	6	a	a	DET
bioscience-119	126	7	+	+	NUM
bioscience-119	126	8	0.5	0.5	NUM
bioscience-119	126	9	×	×	NOUN
bioscience-119	126	10	b	b	NOUN
bioscience-119	126	11	+	+	CCONJ
bioscience-119	126	12	1	1	NUM
bioscience-119	126	13	×c	×c	X
bioscience-119	126	14	+	+	CCONJ
bioscience-119	126	15	0.1	0.1	NUM
bioscience-119	126	16	×	×	NOUN
bioscience-119	126	17	d	d	NOUN
bioscience-119	126	18	+	+	NOUN
bioscience-119	126	19	0.9	0.9	NUM
bioscience-119	126	20	×	×	NOUN
bioscience-119	126	21	t	t	PROPN
bioscience-119	126	22	(	(	PUNCT
bioscience-119	126	23	1	1	NUM
bioscience-119	126	24	)	)	PUNCT
bioscience-119	126	25	where	where	SCONJ
bioscience-119	126	26	:	:	PUNCT
bioscience-119	126	27	a	a	DET
bioscience-119	126	28	,	,	PUNCT
bioscience-119	126	29	b	b	NOUN
bioscience-119	126	30	,	,	PUNCT
bioscience-119	126	31	c	c	NOUN
bioscience-119	126	32	,	,	PUNCT
bioscience-119	126	33	d	d	NOUN
bioscience-119	126	34	,	,	PUNCT
bioscience-119	126	35	and	and	CCONJ
bioscience-119	126	36	t	t	PROPN
bioscience-119	126	37	scores	score	NOUN
bioscience-119	126	38	are	be	AUX
bioscience-119	126	39	for	for	ADP
bioscience-119	126	40	the	the	DET
bioscience-119	126	41	asymmetry	asymmetry	NOUN
bioscience-119	126	42	feature	feature	NOUN
bioscience-119	126	43	,	,	PUNCT
bioscience-119	126	44	the	the	DET
bioscience-119	126	45	border	border	NOUN
bioscience-119	126	46	irregularity	irregularity	NOUN
bioscience-119	126	47	,	,	PUNCT
bioscience-119	126	48	the	the	DET
bioscience-119	126	49	color	color	NOUN
bioscience-119	126	50	feature	feature	NOUN
bioscience-119	126	51	,	,	PUNCT
bioscience-119	126	52	the	the	DET
bioscience-119	126	53	diameter	diameter	NOUN
bioscience-119	126	54	size	size	NOUN
bioscience-119	126	55	feature	feature	NOUN
bioscience-119	126	56	,	,	PUNCT
bioscience-119	126	57	and	and	CCONJ
bioscience-119	126	58	the	the	DET
bioscience-119	126	59	textural	textural	ADJ
bioscience-119	126	60	variation	variation	NOUN
bioscience-119	126	61	,	,	PUNCT
bioscience-119	126	62	respectively	respectively	ADV
bioscience-119	126	63	.	.	PUNCT
bioscience-119	127	1	highlights	highlight	NOUN
bioscience-119	127	2	in	in	ADP
bioscience-119	127	3	bioscience	bioscience	NOUN
bioscience-119	127	4	page	page	NOUN
bioscience-119	127	5	3	3	NUM
bioscience-119	127	6	of	of	ADP
bioscience-119	127	7	7	7	NUM
bioscience-119	127	8	august	august	PROPN
bioscience-119	127	9	2021|volume	2021|volume	NUM
bioscience-119	127	10	4	4	NUM
bioscience-119	127	11	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	127	12	khezri	khezri	PROPN
bioscience-119	127	13	et	et	PROPN
bioscience-119	127	14	al	al	PROPN
bioscience-119	127	15	.	.	PROPN
bioscience-119	127	16	,	,	PUNCT
bioscience-119	127	17	2021	2021	NUM
bioscience-119	127	18	ann	ann	NOUN
bioscience-119	127	19	-	-	PUNCT
bioscience-119	127	20	based	base	VERB
bioscience-119	127	21	diagnosis	diagnosis	NOUN
bioscience-119	127	22	method	method	NOUN
bioscience-119	127	23	for	for	ADP
bioscience-119	127	24	skin	skin	NOUN
bioscience-119	127	25	cancers	cancer	NOUN
bioscience-119	127	26	using	use	VERB
bioscience-119	127	27	dermoscopic	dermoscopic	ADJ
bioscience-119	127	28	images	image	NOUN
bioscience-119	127	29	figure	figure	VERB
bioscience-119	127	30	3	3	NUM
bioscience-119	127	31	.	.	PUNCT
bioscience-119	128	1	a	a	DET
bioscience-119	128	2	flowchart	flowchart	NOUN
bioscience-119	128	3	illustrating	illustrate	VERB
bioscience-119	128	4	the	the	DET
bioscience-119	128	5	proposed	propose	VERB
bioscience-119	128	6	machine	machine	NOUN
bioscience-119	128	7	learning	learn	VERB
bioscience-119	128	8	system	system	NOUN
bioscience-119	128	9	for	for	ADP
bioscience-119	128	10	detecting	detect	VERB
bioscience-119	128	11	skin	skin	NOUN
bioscience-119	128	12	cancers	cancer	NOUN
bioscience-119	128	13	using	use	VERB
bioscience-119	128	14	dermoscopic	dermoscopic	ADJ
bioscience-119	128	15	images	image	NOUN
bioscience-119	128	16	.	.	PUNCT
bioscience-119	129	1	figure	figure	NOUN
bioscience-119	129	2	4	4	NUM
bioscience-119	129	3	.	.	PUNCT
bioscience-119	129	4	clark	clark	NOUN
bioscience-119	129	5	nevus	nevus	PROPN
bioscience-119	129	6	.	.	PUNCT
bioscience-119	130	1	diagnosis	diagnosis	NOUN
bioscience-119	130	2	if	if	SCONJ
bioscience-119	130	3	individual	individual	ADJ
bioscience-119	130	4	scores	score	NOUN
bioscience-119	130	5	of	of	ADP
bioscience-119	130	6	asymmetry	asymmetry	NOUN
bioscience-119	130	7	,	,	PUNCT
bioscience-119	130	8	boundary	boundary	NOUN
bioscience-119	130	9	,	,	PUNCT
bioscience-119	130	10	color	color	NOUN
bioscience-119	130	11	,	,	PUNCT
bioscience-119	130	12	diameter	diameter	NOUN
bioscience-119	130	13	,	,	PUNCT
bioscience-119	130	14	and	and	CCONJ
bioscience-119	130	15	textural	textural	ADJ
bioscience-119	130	16	variation	variation	NOUN
bioscience-119	130	17	are	be	AUX
bioscience-119	130	18	multiplied	multiply	VERB
bioscience-119	130	19	by	by	ADP
bioscience-119	130	20	weightfactor	weightfactor	NOUN
bioscience-119	130	21	of	of	ADP
bioscience-119	130	22	1.3	1.3	NUM
bioscience-119	130	23	,	,	PUNCT
bioscience-119	130	24	0.5	0.5	NUM
bioscience-119	130	25	,	,	PUNCT
bioscience-119	130	26	1	1	NUM
bioscience-119	130	27	,	,	PUNCT
bioscience-119	130	28	0.1	0.1	NUM
bioscience-119	130	29	,	,	PUNCT
bioscience-119	130	30	and	and	CCONJ
bioscience-119	130	31	0.9	0.9	NUM
bioscience-119	130	32	,	,	PUNCT
bioscience-119	130	33	respectively	respectively	ADV
bioscience-119	130	34	,	,	PUNCT
bioscience-119	130	35	a	a	DET
bioscience-119	130	36	precise	precise	ADJ
bioscience-119	130	37	distinction	distinction	NOUN
bioscience-119	130	38	can	can	AUX
bioscience-119	130	39	be	be	AUX
bioscience-119	130	40	made	make	VERB
bioscience-119	130	41	between	between	ADP
bioscience-119	130	42	benign	benign	ADJ
bioscience-119	130	43	and	and	CCONJ
bioscience-119	130	44	malignant	malignant	ADJ
bioscience-119	130	45	melanocytic	melanocytic	ADJ
bioscience-119	130	46	lesions	lesion	NOUN
bioscience-119	130	47	.	.	PUNCT
bioscience-119	131	1	the	the	DET
bioscience-119	131	2	tds	tds	ADV
bioscience-119	131	3	greater	great	ADJ
bioscience-119	131	4	than	than	ADP
bioscience-119	131	5	5.40	5.40	NUM
bioscience-119	131	6	means	mean	VERB
bioscience-119	131	7	a	a	DET
bioscience-119	131	8	cancerous	cancerous	ADJ
bioscience-119	131	9	lesion	lesion	NOUN
bioscience-119	131	10	,	,	PUNCT
bioscience-119	131	11	otherwise	otherwise	ADV
bioscience-119	131	12	,	,	PUNCT
bioscience-119	131	13	it	it	PRON
bioscience-119	131	14	is	be	AUX
bioscience-119	131	15	benign	benign	ADJ
bioscience-119	131	16	.	.	PUNCT
bioscience-119	132	1	results	result	NOUN
bioscience-119	132	2	and	and	CCONJ
bioscience-119	132	3	discussion	discussion	NOUN
bioscience-119	132	4	all	all	PRON
bioscience-119	132	5	of	of	ADP
bioscience-119	132	6	these	these	DET
bioscience-119	132	7	steps	step	NOUN
bioscience-119	132	8	and	and	CCONJ
bioscience-119	132	9	the	the	DET
bioscience-119	132	10	final	final	ADJ
bioscience-119	132	11	decision	decision	NOUN
bioscience-119	132	12	(	(	PUNCT
bioscience-119	132	13	benign	benign	ADJ
bioscience-119	132	14	or	or	CCONJ
bioscience-119	132	15	malignant	malignant	ADJ
bioscience-119	132	16	)	)	PUNCT
bioscience-119	132	17	are	be	AUX
bioscience-119	132	18	performed	perform	VERB
bioscience-119	132	19	by	by	ADP
bioscience-119	132	20	a	a	DET
bioscience-119	132	21	trained	train	VERB
bioscience-119	132	22	neural	neural	ADJ
bioscience-119	132	23	network	network	NOUN
bioscience-119	132	24	.	.	PUNCT
bioscience-119	133	1	various	various	ADJ
bioscience-119	133	2	classifications	classification	NOUN
bioscience-119	133	3	have	have	AUX
bioscience-119	133	4	been	be	AUX
bioscience-119	133	5	performed	perform	VERB
bioscience-119	133	6	by	by	ADP
bioscience-119	133	7	researchers	researcher	NOUN
bioscience-119	133	8	for	for	ADP
bioscience-119	133	9	the	the	DET
bioscience-119	133	10	anns	anns	NOUN
bioscience-119	133	11	[	[	X
bioscience-119	133	12	43	43	NUM
bioscience-119	133	13	-	-	SYM
bioscience-119	133	14	46	46	NUM
bioscience-119	133	15	]	]	PUNCT
bioscience-119	133	16	.	.	PUNCT
bioscience-119	134	1	in	in	ADP
bioscience-119	134	2	this	this	DET
bioscience-119	134	3	work	work	NOUN
bioscience-119	134	4	,	,	PUNCT
bioscience-119	134	5	the	the	DET
bioscience-119	134	6	ann	ann	PROPN
bioscience-119	134	7	with	with	ADP
bioscience-119	134	8	a	a	DET
bioscience-119	134	9	multi	multi	ADJ
bioscience-119	134	10	-	-	ADJ
bioscience-119	134	11	layer	layer	ADJ
bioscience-119	134	12	perceptron	perceptron	NOUN
bioscience-119	134	13	(	(	PUNCT
bioscience-119	134	14	mlp	mlp	NOUN
bioscience-119	134	15	)	)	PUNCT
bioscience-119	134	16	utilizes	utilize	VERB
bioscience-119	134	17	a	a	DET
bioscience-119	134	18	supervised	supervised	ADJ
bioscience-119	134	19	learning	learning	NOUN
bioscience-119	134	20	technique	technique	NOUN
bioscience-119	134	21	and	and	CCONJ
bioscience-119	134	22	includes	include	VERB
bioscience-119	134	23	features	feature	NOUN
bioscience-119	134	24	extracted	extract	VERB
bioscience-119	134	25	as	as	ADP
bioscience-119	134	26	inputs	input	NOUN
bioscience-119	134	27	to	to	ADP
bioscience-119	134	28	the	the	DET
bioscience-119	134	29	input	input	NOUN
bioscience-119	134	30	layer	layer	NOUN
bioscience-119	134	31	with	with	ADP
bioscience-119	134	32	two	two	NUM
bioscience-119	134	33	hidden	hidden	ADJ
bioscience-119	134	34	layers	layer	NOUN
bioscience-119	134	35	containing	contain	VERB
bioscience-119	134	36	10	10	NUM
bioscience-119	134	37	and	and	CCONJ
bioscience-119	134	38	7	7	NUM
bioscience-119	134	39	neurons	neuron	NOUN
bioscience-119	134	40	for	for	ADP
bioscience-119	134	41	each	each	DET
bioscience-119	134	42	layer	layer	NOUN
bioscience-119	134	43	(	(	PUNCT
bioscience-119	134	44	figure	figure	NOUN
bioscience-119	134	45	5	5	NUM
bioscience-119	134	46	)	)	PUNCT
bioscience-119	134	47	.	.	PUNCT
bioscience-119	135	1	the	the	DET
bioscience-119	135	2	mlp	mlp	PROPN
bioscience-119	135	3	uses	use	VERB
bioscience-119	135	4	a	a	DET
bioscience-119	135	5	region	region	NOUN
bioscience-119	135	6	-	-	PUNCT
bioscience-119	135	7	oriented	orient	VERB
bioscience-119	135	8	hybrid	hybrid	ADJ
bioscience-119	135	9	algorithm	algorithm	NOUN
bioscience-119	135	10	,	,	PUNCT
bioscience-119	135	11	a	a	DET
bioscience-119	135	12	method	method	NOUN
bioscience-119	135	13	called	call	VERB
bioscience-119	135	14	elliptical	elliptical	ADJ
bioscience-119	135	15	symmetry	symmetry	NOUN
bioscience-119	135	16	to	to	PART
bioscience-119	135	17	determine	determine	VERB
bioscience-119	135	18	asymmetry	asymmetry	NOUN
bioscience-119	135	19	,	,	PUNCT
bioscience-119	135	20	a	a	DET
bioscience-119	135	21	gaussian	gaussian	NOUN
bioscience-119	135	22	smoothing	smoothing	NOUN
bioscience-119	135	23	to	to	PART
bioscience-119	135	24	measure	measure	VERB
bioscience-119	135	25	boundary	boundary	ADJ
bioscience-119	135	26	irregularities	irregularity	NOUN
bioscience-119	135	27	,	,	PUNCT
bioscience-119	135	28	and	and	CCONJ
bioscience-119	135	29	a	a	DET
bioscience-119	135	30	threshold	threshold	NOUN
bioscience-119	135	31	method	method	NOUN
bioscience-119	135	32	for	for	ADP
bioscience-119	135	33	the	the	DET
bioscience-119	135	34	lesion	lesion	NOUN
bioscience-119	135	35	segment	segment	NOUN
bioscience-119	135	36	.	.	PUNCT
bioscience-119	136	1	therefore	therefore	ADV
bioscience-119	136	2	,	,	PUNCT
bioscience-119	136	3	the	the	DET
bioscience-119	136	4	system	system	NOUN
bioscience-119	136	5	designed	design	VERB
bioscience-119	136	6	to	to	PART
bioscience-119	136	7	diagnose	diagnose	VERB
bioscience-119	136	8	melanoma	melanoma	NOUN
bioscience-119	136	9	uses	use	VERB
bioscience-119	136	10	five	five	NUM
bioscience-119	136	11	features	feature	NOUN
bioscience-119	136	12	of	of	ADP
bioscience-119	136	13	the	the	DET
bioscience-119	136	14	lesion	lesion	NOUN
bioscience-119	136	15	.	.	PUNCT
bioscience-119	137	1	the	the	DET
bioscience-119	137	2	images	image	NOUN
bioscience-119	137	3	used	use	VERB
bioscience-119	137	4	in	in	ADP
bioscience-119	137	5	this	this	DET
bioscience-119	137	6	work	work	NOUN
bioscience-119	137	7	were	be	AUX
bioscience-119	137	8	taken	take	VERB
bioscience-119	137	9	from	from	ADP
bioscience-119	137	10	the	the	DET
bioscience-119	137	11	international	international	ADJ
bioscience-119	137	12	skin	skin	NOUN
bioscience-119	137	13	imaging	imaging	NOUN
bioscience-119	137	14	collaboration	collaboration	NOUN
bioscience-119	137	15	(	(	PUNCT
bioscience-119	137	16	isic	isic	NOUN
bioscience-119	137	17	)	)	PUNCT
bioscience-119	138	1	[	[	X
bioscience-119	138	2	41	41	NUM
bioscience-119	138	3	]	]	PUNCT
bioscience-119	138	4	.	.	PUNCT
bioscience-119	139	1	out	out	ADP
bioscience-119	139	2	of	of	ADP
bioscience-119	139	3	this	this	DET
bioscience-119	139	4	dataset	dataset	NOUN
bioscience-119	139	5	,	,	PUNCT
bioscience-119	139	6	180	180	NUM
bioscience-119	139	7	dermoscopic	dermoscopic	ADJ
bioscience-119	139	8	lesion	lesion	NOUN
bioscience-119	139	9	images	image	NOUN
bioscience-119	139	10	including	include	VERB
bioscience-119	139	11	80	80	NUM
bioscience-119	139	12	malignant	malignant	ADJ
bioscience-119	139	13	melanomas	melanoma	NOUN
bioscience-119	139	14	,	,	PUNCT
bioscience-119	139	15	20	20	NUM
bioscience-119	139	16	benign	benign	ADJ
bioscience-119	139	17	melanomas	melanomas	NOUN
bioscience-119	139	18	and	and	CCONJ
bioscience-119	139	19	80	80	NUM
bioscience-119	139	20	nevus	nevus	ADJ
bioscience-119	139	21	lesions	lesion	NOUN
bioscience-119	139	22	were	be	AUX
bioscience-119	139	23	extracted	extract	VERB
bioscience-119	139	24	and	and	CCONJ
bioscience-119	139	25	preprocessed	preprocesse	VERB
bioscience-119	139	26	for	for	ADP
bioscience-119	139	27	this	this	DET
bioscience-119	139	28	research	research	NOUN
bioscience-119	139	29	.	.	PUNCT
bioscience-119	140	1	in	in	ADP
bioscience-119	140	2	several	several	ADJ
bioscience-119	140	3	studies	study	NOUN
bioscience-119	140	4	[	[	X
bioscience-119	140	5	42	42	NUM
bioscience-119	140	6	-	-	SYM
bioscience-119	140	7	44	44	NUM
bioscience-119	140	8	]	]	PUNCT
bioscience-119	140	9	they	they	PRON
bioscience-119	140	10	used	use	VERB
bioscience-119	140	11	abcd	abcd	PROPN
bioscience-119	140	12	rule	rule	NOUN
bioscience-119	140	13	to	to	PART
bioscience-119	140	14	detect	detect	VERB
bioscience-119	140	15	and	and	CCONJ
bioscience-119	140	16	analyze	analyze	VERB
bioscience-119	140	17	pictures	picture	NOUN
bioscience-119	140	18	,	,	PUNCT
bioscience-119	140	19	whereas	whereas	SCONJ
bioscience-119	140	20	in	in	ADP
bioscience-119	140	21	our	our	PRON
bioscience-119	140	22	study	study	NOUN
bioscience-119	140	23	we	we	PRON
bioscience-119	140	24	added	add	VERB
bioscience-119	140	25	one	one	NUM
bioscience-119	140	26	more	more	ADJ
bioscience-119	140	27	factor	factor	NOUN
bioscience-119	140	28	(	(	PUNCT
bioscience-119	140	29	abcdt	abcdt	ADJ
bioscience-119	140	30	)	)	PUNCT
bioscience-119	140	31	to	to	PART
bioscience-119	140	32	increase	increase	VERB
bioscience-119	140	33	the	the	DET
bioscience-119	140	34	efficiency	efficiency	NOUN
bioscience-119	140	35	and	and	CCONJ
bioscience-119	140	36	get	get	VERB
bioscience-119	140	37	the	the	DET
bioscience-119	140	38	better	well	ADJ
bioscience-119	140	39	result	result	NOUN
bioscience-119	140	40	.	.	PUNCT
bioscience-119	141	1	we	we	PRON
bioscience-119	141	2	found	find	VERB
bioscience-119	141	3	out	out	ADP
bioscience-119	141	4	the	the	DET
bioscience-119	141	5	t	t	NOUN
bioscience-119	141	6	factor	factor	NOUN
bioscience-119	141	7	has	have	VERB
bioscience-119	141	8	a	a	DET
bioscience-119	141	9	huge	huge	ADJ
bioscience-119	141	10	impact	impact	NOUN
bioscience-119	141	11	on	on	ADP
bioscience-119	141	12	increasing	increase	VERB
bioscience-119	141	13	accuracy	accuracy	NOUN
bioscience-119	141	14	.	.	PUNCT
bioscience-119	142	1	highlights	highlight	NOUN
bioscience-119	142	2	in	in	ADP
bioscience-119	142	3	bioscience	bioscience	NOUN
bioscience-119	142	4	page	page	NOUN
bioscience-119	142	5	4	4	NUM
bioscience-119	142	6	of	of	ADP
bioscience-119	142	7	7	7	NUM
bioscience-119	142	8	august	august	PROPN
bioscience-119	142	9	2021|volume	2021|volume	NUM
bioscience-119	142	10	4	4	NUM
bioscience-119	142	11	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	142	12	khezri	khezri	PROPN
bioscience-119	142	13	et	et	PROPN
bioscience-119	142	14	al	al	PROPN
bioscience-119	142	15	.	.	PROPN
bioscience-119	142	16	,	,	PUNCT
bioscience-119	142	17	2021	2021	NUM
bioscience-119	142	18	ann	ann	NOUN
bioscience-119	142	19	-	-	PUNCT
bioscience-119	142	20	based	base	VERB
bioscience-119	142	21	diagnosis	diagnosis	NOUN
bioscience-119	142	22	method	method	NOUN
bioscience-119	142	23	for	for	ADP
bioscience-119	142	24	skin	skin	NOUN
bioscience-119	142	25	cancers	cancer	NOUN
bioscience-119	142	26	using	use	VERB
bioscience-119	142	27	dermoscopic	dermoscopic	ADJ
bioscience-119	142	28	images	image	NOUN
bioscience-119	142	29	figure	figure	NOUN
bioscience-119	142	30	5	5	NUM
bioscience-119	142	31	.	.	PUNCT
bioscience-119	143	1	the	the	DET
bioscience-119	143	2	neural	neural	ADJ
bioscience-119	143	3	network	network	NOUN
bioscience-119	143	4	diagram	diagram	NOUN
bioscience-119	143	5	of	of	ADP
bioscience-119	143	6	the	the	DET
bioscience-119	143	7	proposed	propose	VERB
bioscience-119	143	8	mlp	mlp	NOUN
bioscience-119	143	9	model	model	NOUN
bioscience-119	143	10	.	.	PUNCT
bioscience-119	144	1	given	give	VERB
bioscience-119	144	2	the	the	DET
bioscience-119	144	3	weight	weight	NOUN
bioscience-119	144	4	factor	factor	NOUN
bioscience-119	144	5	(	(	PUNCT
bioscience-119	144	6	0.9	0.9	NUM
bioscience-119	144	7	)	)	PUNCT
bioscience-119	144	8	and	and	CCONJ
bioscience-119	144	9	values	value	NOUN
bioscience-119	144	10	of	of	ADP
bioscience-119	144	11	the	the	DET
bioscience-119	144	12	(	(	PUNCT
bioscience-119	144	13	0	0	NUM
bioscience-119	144	14	-	-	SYM
bioscience-119	144	15	10	10	NUM
bioscience-119	144	16	)	)	PUNCT
bioscience-119	144	17	change	change	NOUN
bioscience-119	144	18	intended	intend	VERB
bioscience-119	144	19	for	for	ADP
bioscience-119	144	20	t	t	PROPN
bioscience-119	144	21	,	,	PUNCT
bioscience-119	144	22	the	the	DET
bioscience-119	144	23	number	number	NOUN
bioscience-119	144	24	obtained	obtain	VERB
bioscience-119	144	25	from	from	ADP
bioscience-119	144	26	t	t	PROPN
bioscience-119	144	27	has	have	VERB
bioscience-119	144	28	a	a	DET
bioscience-119	144	29	great	great	ADJ
bioscience-119	144	30	effect	effect	NOUN
bioscience-119	144	31	on	on	ADP
bioscience-119	144	32	the	the	DET
bioscience-119	144	33	result	result	NOUN
bioscience-119	144	34	,	,	PUNCT
bioscience-119	144	35	and	and	CCONJ
bioscience-119	144	36	this	this	PRON
bioscience-119	144	37	is	be	AUX
bioscience-119	144	38	the	the	DET
bioscience-119	144	39	most	most	ADV
bioscience-119	144	40	important	important	ADJ
bioscience-119	144	41	difference	difference	NOUN
bioscience-119	144	42	between	between	ADP
bioscience-119	144	43	this	this	DET
bioscience-119	144	44	work	work	NOUN
bioscience-119	144	45	and	and	CCONJ
bioscience-119	144	46	other	other	ADJ
bioscience-119	144	47	similar	similar	ADJ
bioscience-119	144	48	tasks	task	NOUN
bioscience-119	144	49	.	.	PUNCT
bioscience-119	145	1	according	accord	VERB
bioscience-119	145	2	to	to	ADP
bioscience-119	145	3	the	the	DET
bioscience-119	145	4	accuracy	accuracy	NOUN
bioscience-119	145	5	(	(	PUNCT
bioscience-119	145	6	acc	acc	PROPN
bioscience-119	145	7	)	)	PUNCT
bioscience-119	145	8	and	and	CCONJ
bioscience-119	145	9	specificity	specificity	NOUN
bioscience-119	145	10	(	(	PUNCT
bioscience-119	145	11	spec	spec	PROPN
bioscience-119	145	12	)	)	PUNCT
bioscience-119	145	13	obtained	obtain	VERB
bioscience-119	145	14	and	and	CCONJ
bioscience-119	145	15	compared	compare	VERB
bioscience-119	145	16	with	with	ADP
bioscience-119	145	17	pennisi	pennisi	PROPN
bioscience-119	145	18	et	et	PROPN
bioscience-119	145	19	al	al	PROPN
bioscience-119	145	20	.	.	PUNCT
bioscience-119	146	1	[	[	X
bioscience-119	146	2	47	47	NUM
bioscience-119	146	3	]	]	PUNCT
bioscience-119	146	4	,	,	PUNCT
bioscience-119	146	5	fan	fan	PROPN
bioscience-119	146	6	et	et	PROPN
bioscience-119	146	7	al	al	PROPN
bioscience-119	146	8	.	.	PUNCT
bioscience-119	147	1	[	[	X
bioscience-119	147	2	48	48	NUM
bioscience-119	147	3	]	]	PUNCT
bioscience-119	147	4	,	,	PUNCT
bioscience-119	147	5	jahanifar	jahanifar	ADV
bioscience-119	147	6	et	et	PROPN
bioscience-119	147	7	al	al	PROPN
bioscience-119	147	8	.	.	PUNCT
bioscience-119	148	1	[	[	X
bioscience-119	148	2	49	49	NUM
bioscience-119	148	3	]	]	PUNCT
bioscience-119	148	4	and	and	CCONJ
bioscience-119	148	5	sreelatha	sreelatha	INTJ
bioscience-119	148	6	et	et	PROPN
bioscience-119	148	7	al	al	PROPN
bioscience-119	148	8	.	.	PUNCT
bioscience-119	149	1	[	[	X
bioscience-119	149	2	50	50	NUM
bioscience-119	149	3	]	]	PUNCT
bioscience-119	149	4	can	can	AUX
bioscience-119	149	5	be	be	AUX
bioscience-119	149	6	claimed	claim	VERB
bioscience-119	149	7	that	that	SCONJ
bioscience-119	149	8	the	the	DET
bioscience-119	149	9	average	average	ADJ
bioscience-119	149	10	performance	performance	NOUN
bioscience-119	149	11	of	of	ADP
bioscience-119	149	12	the	the	DET
bioscience-119	149	13	technique	technique	NOUN
bioscience-119	149	14	used	use	VERB
bioscience-119	149	15	in	in	ADP
bioscience-119	149	16	this	this	DET
bioscience-119	149	17	study	study	NOUN
bioscience-119	149	18	is	be	AUX
bioscience-119	149	19	better	well	ADJ
bioscience-119	149	20	than	than	ADP
bioscience-119	149	21	previous	previous	ADJ
bioscience-119	149	22	techniques	technique	NOUN
bioscience-119	149	23	(	(	PUNCT
bioscience-119	149	24	table	table	NOUN
bioscience-119	149	25	2	2	NUM
bioscience-119	149	26	)	)	PUNCT
bioscience-119	149	27	.	.	PUNCT
bioscience-119	150	1	table	table	NOUN
bioscience-119	150	2	2	2	NUM
bioscience-119	150	3	.	.	PUNCT
bioscience-119	151	1	the	the	DET
bioscience-119	151	2	average	average	ADJ
bioscience-119	151	3	performance	performance	NOUN
bioscience-119	151	4	evaluation	evaluation	NOUN
bioscience-119	151	5	metrics	metric	NOUN
bioscience-119	151	6	(	(	PUNCT
bioscience-119	151	7	%	%	INTJ
bioscience-119	151	8	)	)	PUNCT
bioscience-119	151	9	.	.	PUNCT
bioscience-119	152	1	algorithm	algorithm	PROPN
bioscience-119	152	2	acc	acc	PROPN
bioscience-119	152	3	spec	spec	PROPN
bioscience-119	152	4	pennisi	pennisi	VERB
bioscience-119	153	1	[	[	X
bioscience-119	153	2	47	47	NUM
bioscience-119	153	3	]	]	PUNCT
bioscience-119	153	4	89.40	89.40	NUM
bioscience-119	153	5	97.10	97.10	NUM
bioscience-119	153	6	fan	fan	NOUN
bioscience-119	154	1	[	[	X
bioscience-119	154	2	48	48	NUM
bioscience-119	154	3	]	]	PUNCT
bioscience-119	154	4	93.60	93.60	NUM
bioscience-119	154	5	jahanifar	jahanifar	ADV
bioscience-119	155	1	[	[	X
bioscience-119	155	2	49	49	NUM
bioscience-119	155	3	]	]	PUNCT
bioscience-119	155	4	97.90	97.90	NUM
bioscience-119	155	5	98.20	98.20	NUM
bioscience-119	155	6	sreelatha	sreelatha	NOUN
bioscience-119	155	7	[	[	X
bioscience-119	155	8	50	50	NUM
bioscience-119	155	9	]	]	PUNCT
bioscience-119	155	10	98.64	98.64	NUM
bioscience-119	155	11	99.22	99.22	NUM
bioscience-119	155	12	proposed	propose	VERB
bioscience-119	155	13	mlp	mlp	NOUN
bioscience-119	155	14	98.88	98.88	NUM
bioscience-119	155	15	99.00	99.00	NUM
bioscience-119	155	16	the	the	DET
bioscience-119	155	17	proposed	propose	VERB
bioscience-119	155	18	method	method	NOUN
bioscience-119	155	19	for	for	ADP
bioscience-119	155	20	the	the	DET
bioscience-119	155	21	diagnosis	diagnosis	NOUN
bioscience-119	155	22	of	of	ADP
bioscience-119	155	23	melanoma	melanoma	NOUN
bioscience-119	155	24	skin	skin	NOUN
bioscience-119	155	25	cancer	cancer	NOUN
bioscience-119	155	26	by	by	ADP
bioscience-119	155	27	abcdt	abcdt	ADJ
bioscience-119	155	28	method	method	NOUN
bioscience-119	155	29	revealed	reveal	VERB
bioscience-119	155	30	98.88	98.88	NUM
bioscience-119	155	31	%	%	NOUN
bioscience-119	155	32	accuracy	accuracy	NOUN
bioscience-119	155	33	and	and	CCONJ
bioscience-119	155	34	specificity	specificity	NOUN
bioscience-119	155	35	99	99	NUM
bioscience-119	155	36	%	%	NOUN
bioscience-119	155	37	.	.	PUNCT
bioscience-119	156	1	this	this	DET
bioscience-119	156	2	approach	approach	NOUN
bioscience-119	156	3	is	be	AUX
bioscience-119	156	4	safe	safe	ADJ
bioscience-119	156	5	,	,	PUNCT
bioscience-119	156	6	accessible	accessible	ADJ
bioscience-119	156	7	,	,	PUNCT
bioscience-119	156	8	effective	effective	ADJ
bioscience-119	156	9	,	,	PUNCT
bioscience-119	156	10	noninvasive	noninvasive	ADJ
bioscience-119	156	11	and	and	CCONJ
bioscience-119	156	12	based	base	VERB
bioscience-119	156	13	on	on	ADP
bioscience-119	156	14	the	the	DET
bioscience-119	156	15	principles	principle	NOUN
bioscience-119	156	16	of	of	ADP
bioscience-119	156	17	telemedicine	telemedicine	NOUN
bioscience-119	156	18	with	with	ADP
bioscience-119	156	19	high	high	ADJ
bioscience-119	156	20	accuracy	accuracy	NOUN
bioscience-119	156	21	and	and	CCONJ
bioscience-119	156	22	reasonable	reasonable	ADJ
bioscience-119	156	23	price	price	NOUN
bioscience-119	156	24	.	.	PUNCT
bioscience-119	157	1	with	with	ADP
bioscience-119	157	2	this	this	DET
bioscience-119	157	3	software	software	NOUN
bioscience-119	157	4	system	system	NOUN
bioscience-119	157	5	,	,	PUNCT
bioscience-119	157	6	people	people	NOUN
bioscience-119	157	7	can	can	AUX
bioscience-119	157	8	make	make	VERB
bioscience-119	157	9	an	an	DET
bioscience-119	157	10	early	early	ADJ
bioscience-119	157	11	diagnosis	diagnosis	NOUN
bioscience-119	157	12	of	of	ADP
bioscience-119	157	13	their	their	PRON
bioscience-119	157	14	skin	skin	NOUN
bioscience-119	157	15	lesions	lesion	NOUN
bioscience-119	157	16	without	without	ADP
bioscience-119	157	17	referring	refer	VERB
bioscience-119	157	18	to	to	ADP
bioscience-119	157	19	a	a	DET
bioscience-119	157	20	physician	physician	NOUN
bioscience-119	157	21	and	and	CCONJ
bioscience-119	157	22	specialists	specialist	NOUN
bioscience-119	157	23	can	can	AUX
bioscience-119	157	24	use	use	VERB
bioscience-119	157	25	it	it	PRON
bioscience-119	157	26	as	as	ADP
bioscience-119	157	27	an	an	DET
bioscience-119	157	28	intelligent	intelligent	ADJ
bioscience-119	157	29	,	,	PUNCT
bioscience-119	157	30	fast	fast	ADJ
bioscience-119	157	31	and	and	CCONJ
bioscience-119	157	32	accurate	accurate	ADJ
bioscience-119	157	33	assistant	assistant	NOUN
bioscience-119	157	34	.	.	PUNCT
bioscience-119	158	1	in	in	ADP
bioscience-119	158	2	summary	summary	NOUN
bioscience-119	158	3	,	,	PUNCT
bioscience-119	158	4	the	the	DET
bioscience-119	158	5	abcdt	abcdt	ADJ
bioscience-119	158	6	rule	rule	NOUN
bioscience-119	158	7	,	,	PUNCT
bioscience-119	158	8	bayes	bayes	PROPN
bioscience-119	158	9	learning	learn	VERB
bioscience-119	158	10	algorithm	algorithm	NOUN
bioscience-119	158	11	,	,	PUNCT
bioscience-119	158	12	and	and	CCONJ
bioscience-119	158	13	neural	neural	ADJ
bioscience-119	158	14	network	network	NOUN
bioscience-119	158	15	method	method	NOUN
bioscience-119	158	16	were	be	AUX
bioscience-119	158	17	used	use	VERB
bioscience-119	158	18	to	to	PART
bioscience-119	158	19	detect	detect	VERB
bioscience-119	158	20	the	the	DET
bioscience-119	158	21	type	type	NOUN
bioscience-119	158	22	of	of	ADP
bioscience-119	158	23	carcinogenic	carcinogenic	ADJ
bioscience-119	158	24	or	or	CCONJ
bioscience-119	158	25	non	non	ADJ
bioscience-119	158	26	-	-	ADJ
bioscience-119	158	27	cancerous	cancerous	ADJ
bioscience-119	158	28	lesions	lesion	NOUN
bioscience-119	158	29	.	.	PUNCT
bioscience-119	159	1	according	accord	VERB
bioscience-119	159	2	to	to	ADP
bioscience-119	159	3	tds	tds	PROPN
bioscience-119	159	4	,	,	PUNCT
bioscience-119	159	5	it	it	PRON
bioscience-119	159	6	is	be	AUX
bioscience-119	159	7	a	a	DET
bioscience-119	159	8	clear	clear	ADJ
bioscience-119	159	9	fact	fact	NOUN
bioscience-119	159	10	that	that	SCONJ
bioscience-119	159	11	the	the	DET
bioscience-119	159	12	three	three	NUM
bioscience-119	159	13	features	feature	NOUN
bioscience-119	159	14	of	of	ADP
bioscience-119	159	15	asymmetry	asymmetry	NOUN
bioscience-119	159	16	,	,	PUNCT
bioscience-119	159	17	color	color	NOUN
bioscience-119	159	18	,	,	PUNCT
bioscience-119	159	19	and	and	CCONJ
bioscience-119	159	20	textural	textural	ADJ
bioscience-119	159	21	variation	variation	NOUN
bioscience-119	159	22	of	of	ADP
bioscience-119	159	23	the	the	DET
bioscience-119	159	24	lesion	lesion	NOUN
bioscience-119	159	25	are	be	AUX
bioscience-119	159	26	crucial	crucial	ADJ
bioscience-119	159	27	in	in	ADP
bioscience-119	159	28	the	the	DET
bioscience-119	159	29	diagnosis	diagnosis	NOUN
bioscience-119	159	30	of	of	ADP
bioscience-119	159	31	melanoma	melanoma	NOUN
bioscience-119	159	32	from	from	ADP
bioscience-119	159	33	benign	benign	ADJ
bioscience-119	159	34	lesions	lesion	NOUN
bioscience-119	159	35	.	.	PUNCT
bioscience-119	160	1	a	a	DET
bioscience-119	160	2	tds	tds	ADJ
bioscience-119	160	3	value	value	NOUN
bioscience-119	160	4	above	above	ADP
bioscience-119	160	5	5.40	5.40	NUM
bioscience-119	160	6	indicates	indicate	VERB
bioscience-119	160	7	melanoma	melanoma	NOUN
bioscience-119	160	8	.	.	PUNCT
bioscience-119	161	1	in	in	ADP
bioscience-119	161	2	abcdt	abcdt	ADJ
bioscience-119	161	3	method	method	NOUN
bioscience-119	161	4	,	,	PUNCT
bioscience-119	161	5	all	all	DET
bioscience-119	161	6	steps	step	NOUN
bioscience-119	161	7	perform	perform	VERB
bioscience-119	161	8	by	by	ADP
bioscience-119	161	9	a	a	DET
bioscience-119	161	10	fully	fully	ADV
bioscience-119	161	11	automated	automate	VERB
bioscience-119	161	12	neural	neural	ADJ
bioscience-119	161	13	network	network	NOUN
bioscience-119	161	14	.	.	PUNCT
bioscience-119	162	1	references	reference	NOUN
bioscience-119	162	2	1	1	NUM
bioscience-119	162	3	.	.	X
bioscience-119	162	4	tolleson	tolleson	PROPN
bioscience-119	162	5	wh	wh	PROPN
bioscience-119	162	6	.	.	PUNCT
bioscience-119	162	7	human	human	PROPN
bioscience-119	162	8	melanocyte	melanocyte	PROPN
bioscience-119	162	9	biology	biology	NOUN
bioscience-119	162	10	,	,	PUNCT
bioscience-119	162	11	toxicology	toxicology	NOUN
bioscience-119	162	12	,	,	PUNCT
bioscience-119	162	13	and	and	CCONJ
bioscience-119	162	14	pathology	pathology	PROPN
bioscience-119	162	15	.	.	PUNCT
bioscience-119	163	1	journal	journal	PROPN
bioscience-119	163	2	of	of	ADP
bioscience-119	163	3	environmental	environmental	ADJ
bioscience-119	163	4	science	science	NOUN
bioscience-119	163	5	and	and	CCONJ
bioscience-119	163	6	health	health	NOUN
bioscience-119	163	7	part	part	NOUN
bioscience-119	163	8	c.	c.	PROPN
bioscience-119	163	9	2005	2005	NUM
bioscience-119	163	10	jul	jul	PROPN
bioscience-119	163	11	1;23(2):105	1;23(2):105	NUM
bioscience-119	163	12	-	-	SYM
bioscience-119	163	13	61	61	NUM
bioscience-119	163	14	.	.	PUNCT
bioscience-119	163	15	2	2	X
bioscience-119	163	16	.	.	X
bioscience-119	163	17	ferlay	ferlay	PROPN
bioscience-119	163	18	j	j	PROPN
bioscience-119	163	19	,	,	PUNCT
bioscience-119	163	20	soerjomataram	soerjomataram	PROPN
bioscience-119	163	21	i	i	PROPN
bioscience-119	163	22	,	,	PUNCT
bioscience-119	163	23	dikshit	dikshit	PROPN
bioscience-119	163	24	r	r	PROPN
bioscience-119	163	25	,	,	PUNCT
bioscience-119	163	26	eser	eser	NOUN
bioscience-119	163	27	s	s	PROPN
bioscience-119	163	28	,	,	PUNCT
bioscience-119	163	29	mathers	mathers	PROPN
bioscience-119	163	30	c	c	PROPN
bioscience-119	163	31	,	,	PUNCT
bioscience-119	163	32	rebelo	rebelo	NOUN
bioscience-119	163	33	m	m	PRON
bioscience-119	163	34	,	,	PUNCT
bioscience-119	163	35	parkin	parkin	ADJ
bioscience-119	163	36	dm	dm	PROPN
bioscience-119	163	37	,	,	PUNCT
bioscience-119	163	38	forman	forman	NOUN
bioscience-119	163	39	d	d	PROPN
bioscience-119	163	40	,	,	PUNCT
bioscience-119	163	41	bray	bray	PROPN
bioscience-119	163	42	f.	f.	PROPN
bioscience-119	163	43	cancer	cancer	PROPN
bioscience-119	163	44	incidence	incidence	NOUN
bioscience-119	163	45	and	and	CCONJ
bioscience-119	163	46	mortality	mortality	NOUN
bioscience-119	163	47	worldwide	worldwide	ADV
bioscience-119	163	48	:	:	PUNCT
bioscience-119	163	49	sources	source	NOUN
bioscience-119	163	50	,	,	PUNCT
bioscience-119	163	51	methods	method	NOUN
bioscience-119	163	52	and	and	CCONJ
bioscience-119	163	53	major	major	ADJ
bioscience-119	163	54	patterns	pattern	NOUN
bioscience-119	163	55	in	in	ADP
bioscience-119	163	56	globocan	globocan	PROPN
bioscience-119	163	57	2012	2012	NUM
bioscience-119	163	58	.	.	PUNCT
bioscience-119	164	1	international	international	ADJ
bioscience-119	164	2	journal	journal	NOUN
bioscience-119	164	3	of	of	ADP
bioscience-119	164	4	cancer	cancer	NOUN
bioscience-119	164	5	.	.	PUNCT
bioscience-119	165	1	2015	2015	NUM
bioscience-119	165	2	mar	mar	PROPN
bioscience-119	165	3	1;136(5):e359	1;136(5):e359	NUM
bioscience-119	165	4	-	-	SYM
bioscience-119	165	5	86	86	NUM
bioscience-119	165	6	.	.	PUNCT
bioscience-119	166	1	3	3	X
bioscience-119	166	2	.	.	X
bioscience-119	166	3	bombelli	bombelli	PROPN
bioscience-119	166	4	fb	fb	PROPN
bioscience-119	166	5	,	,	PUNCT
bioscience-119	166	6	webster	webster	PROPN
bioscience-119	166	7	ca	ca	PROPN
bioscience-119	166	8	,	,	PUNCT
bioscience-119	166	9	moncrieffm	moncrieffm	ADJ
bioscience-119	166	10	,	,	PUNCT
bioscience-119	166	11	sherwood	sherwood	PROPN
bioscience-119	166	12	v.	v.	ADP
bioscience-119	166	13	the	the	DET
bioscience-119	166	14	scope	scope	NOUN
bioscience-119	166	15	of	of	ADP
bioscience-119	166	16	nanoparticle	nanoparticle	NOUN
bioscience-119	166	17	therapies	therapy	NOUN
bioscience-119	166	18	for	for	ADP
bioscience-119	166	19	future	future	ADJ
bioscience-119	166	20	metastatic	metastatic	ADJ
bioscience-119	166	21	melanoma	melanoma	NOUN
bioscience-119	166	22	treatment	treatment	NOUN
bioscience-119	166	23	.	.	PUNCT
bioscience-119	167	1	the	the	DET
bioscience-119	167	2	lancet	lancet	PROPN
bioscience-119	167	3	oncology	oncology	NOUN
bioscience-119	167	4	.	.	PUNCT
bioscience-119	168	1	2014	2014	NUM
bioscience-119	168	2	jan	jan	PROPN
bioscience-119	168	3	1	1	NUM
bioscience-119	168	4	;	;	PUNCT
bioscience-119	168	5	15(1):e22	15(1):e22	NUM
bioscience-119	168	6	-	-	SYM
bioscience-119	168	7	32	32	NUM
bioscience-119	168	8	.	.	PUNCT
bioscience-119	169	1	highlights	highlight	NOUN
bioscience-119	169	2	in	in	ADP
bioscience-119	169	3	bioscience	bioscience	NOUN
bioscience-119	169	4	page	page	NOUN
bioscience-119	169	5	5	5	NUM
bioscience-119	169	6	of	of	ADP
bioscience-119	169	7	7	7	NUM
bioscience-119	169	8	august	august	PROPN
bioscience-119	169	9	2021|volume	2021|volume	NUM
bioscience-119	169	10	4	4	NUM
bioscience-119	169	11	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	169	12	khezri	khezri	PROPN
bioscience-119	169	13	et	et	PROPN
bioscience-119	169	14	al	al	PROPN
bioscience-119	169	15	.	.	PROPN
bioscience-119	169	16	,	,	PUNCT
bioscience-119	169	17	2021	2021	NUM
bioscience-119	169	18	ann	ann	NOUN
bioscience-119	169	19	-	-	PUNCT
bioscience-119	169	20	based	base	VERB
bioscience-119	169	21	diagnosis	diagnosis	NOUN
bioscience-119	169	22	method	method	NOUN
bioscience-119	169	23	for	for	ADP
bioscience-119	169	24	skin	skin	NOUN
bioscience-119	169	25	cancers	cancer	NOUN
bioscience-119	169	26	using	use	VERB
bioscience-119	169	27	dermoscopic	dermoscopic	ADJ
bioscience-119	169	28	images	image	NOUN
bioscience-119	169	29	4	4	NUM
bioscience-119	169	30	.	.	PUNCT
bioscience-119	169	31	batus	batus	PROPN
bioscience-119	169	32	m	m	PROPN
bioscience-119	169	33	,	,	PUNCT
bioscience-119	169	34	waheed	waheed	PROPN
bioscience-119	169	35	s	s	PROPN
bioscience-119	169	36	,	,	PUNCT
bioscience-119	169	37	ruby	ruby	PROPN
bioscience-119	169	38	c	c	PROPN
bioscience-119	169	39	,	,	PUNCT
bioscience-119	169	40	petersen	petersen	PROPN
bioscience-119	169	41	l	l	PROPN
bioscience-119	169	42	,	,	PUNCT
bioscience-119	169	43	bines	bines	PROPN
bioscience-119	169	44	sd	sd	PROPN
bioscience-119	169	45	,	,	PUNCT
bioscience-119	170	1	kaufman	kaufman	PROPN
bioscience-119	170	2	hl	hl	PROPN
bioscience-119	170	3	.	.	PUNCT
bioscience-119	171	1	optimal	optimal	ADJ
bioscience-119	171	2	management	management	NOUN
bioscience-119	171	3	of	of	ADP
bioscience-119	171	4	metastatic	metastatic	ADJ
bioscience-119	171	5	melanoma	melanoma	NOUN
bioscience-119	171	6	:	:	PUNCT
bioscience-119	171	7	current	current	ADJ
bioscience-119	171	8	strategies	strategy	NOUN
bioscience-119	171	9	and	and	CCONJ
bioscience-119	171	10	future	future	ADJ
bioscience-119	171	11	directions	direction	NOUN
bioscience-119	171	12	.	.	PUNCT
bioscience-119	172	1	american	american	ADJ
bioscience-119	172	2	journal	journal	PROPN
bioscience-119	172	3	of	of	ADP
bioscience-119	172	4	clinical	clinical	ADJ
bioscience-119	172	5	dermatology	dermatology	NOUN
bioscience-119	172	6	.	.	PUNCT
bioscience-119	173	1	2013	2013	NUM
bioscience-119	173	2	jun	jun	PROPN
bioscience-119	173	3	;	;	PUNCT
bioscience-119	173	4	14(3):179	14(3):179	PROPN
bioscience-119	173	5	-	-	SYM
bioscience-119	173	6	94	94	NUM
bioscience-119	173	7	.	.	PUNCT
bioscience-119	174	1	5	5	X
bioscience-119	174	2	.	.	X
bioscience-119	174	3	kaufman	kaufman	PROPN
bioscience-119	174	4	hl	hl	PROPN
bioscience-119	174	5	,	,	PUNCT
bioscience-119	174	6	margolin	margolin	PROPN
bioscience-119	174	7	k	k	PROPN
bioscience-119	174	8	,	,	PUNCT
bioscience-119	174	9	sullivan	sullivan	PROPN
bioscience-119	174	10	r.	r.	PROPN
bioscience-119	174	11	management	management	PROPN
bioscience-119	174	12	of	of	ADP
bioscience-119	174	13	metastatic	metastatic	ADJ
bioscience-119	174	14	melanoma	melanoma	NOUN
bioscience-119	174	15	in	in	ADP
bioscience-119	174	16	2018	2018	NUM
bioscience-119	174	17	.	.	PUNCT
bioscience-119	175	1	jama	jama	PROPN
bioscience-119	175	2	oncology	oncology	PROPN
bioscience-119	175	3	.	.	PUNCT
bioscience-119	176	1	2018	2018	NUM
bioscience-119	176	2	jun	jun	PROPN
bioscience-119	176	3	1	1	NUM
bioscience-119	176	4	;	;	PUNCT
bioscience-119	176	5	4(6):857	4(6):857	NUM
bioscience-119	176	6	-	-	SYM
bioscience-119	176	7	8	8	NUM
bioscience-119	176	8	.	.	NOUN
bioscience-119	176	9	6	6	NUM
bioscience-119	176	10	.	.	PUNCT
bioscience-119	177	1	balch	balch	PROPN
bioscience-119	177	2	cm	cm	PROPN
bioscience-119	177	3	,	,	PUNCT
bioscience-119	177	4	gershenwald	gershenwald	PROPN
bioscience-119	177	5	je	je	PROPN
bioscience-119	177	6	,	,	PUNCT
bioscience-119	177	7	soong	soong	PROPN
bioscience-119	177	8	sj	sj	PROPN
bioscience-119	177	9	,	,	PUNCT
bioscience-119	177	10	thompson	thompson	PROPN
bioscience-119	177	11	jf	jf	PROPN
bioscience-119	177	12	,	,	PUNCT
bioscience-119	177	13	atkins	atkins	PROPN
bioscience-119	177	14	mb	mb	PROPN
bioscience-119	177	15	,	,	PUNCT
bioscience-119	177	16	byrd	byrd	PROPN
bioscience-119	177	17	dr	dr	PROPN
bioscience-119	177	18	,	,	PUNCT
bioscience-119	177	19	buzaid	buzaid	VERB
bioscience-119	177	20	ac	ac	PROPN
bioscience-119	177	21	,	,	PUNCT
bioscience-119	177	22	cochran	cochran	PROPN
bioscience-119	177	23	aj	aj	PROPN
bioscience-119	177	24	,	,	PUNCT
bioscience-119	177	25	coit	coit	PROPN
bioscience-119	177	26	dg	dg	PROPN
bioscience-119	177	27	,	,	PUNCT
bioscience-119	177	28	ding	ding	NOUN
bioscience-119	177	29	s	s	SYM
bioscience-119	177	30	,	,	PUNCT
bioscience-119	177	31	eggermont	eggermont	PROPN
bioscience-119	177	32	am	be	AUX
bioscience-119	177	33	.	.	PUNCT
bioscience-119	178	1	final	final	ADJ
bioscience-119	178	2	version	version	NOUN
bioscience-119	178	3	of	of	ADP
bioscience-119	178	4	2009	2009	NUM
bioscience-119	178	5	ajcc	ajcc	PROPN
bioscience-119	178	6	melanoma	melanoma	NOUN
bioscience-119	178	7	staging	staging	NOUN
bioscience-119	178	8	and	and	CCONJ
bioscience-119	178	9	classification	classification	NOUN
bioscience-119	178	10	.	.	PUNCT
bioscience-119	179	1	journal	journal	NOUN
bioscience-119	179	2	of	of	ADP
bioscience-119	179	3	clinical	clinical	ADJ
bioscience-119	179	4	oncology	oncology	NOUN
bioscience-119	179	5	.	.	PUNCT
bioscience-119	180	1	2009	2009	NUM
bioscience-119	180	2	dec	dec	PROPN
bioscience-119	180	3	20;27	20;27	NUM
bioscience-119	180	4	(	(	PUNCT
bioscience-119	180	5	36):6199	36):6199	NUM
bioscience-119	180	6	.	.	NOUN
bioscience-119	180	7	7	7	NUM
bioscience-119	180	8	.	.	X
bioscience-119	180	9	celebi	celebi	VERB
bioscience-119	180	10	me	i	PRON
bioscience-119	180	11	,	,	PUNCT
bioscience-119	180	12	kingravi	kingravi	VERB
bioscience-119	180	13	ha	ha	INTJ
bioscience-119	180	14	,	,	PUNCT
bioscience-119	180	15	uddin	uddin	PROPN
bioscience-119	180	16	b	b	NOUN
bioscience-119	180	17	,	,	PUNCT
bioscience-119	180	18	iyatomi	iyatomi	NOUN
bioscience-119	180	19	h	h	NOUN
bioscience-119	180	20	,	,	PUNCT
bioscience-119	180	21	aslandogan	aslandogan	VERB
bioscience-119	180	22	ya	ya	PROPN
bioscience-119	180	23	,	,	PUNCT
bioscience-119	180	24	stoecker	stoecker	PROPN
bioscience-119	180	25	wv	wv	PROPN
bioscience-119	180	26	,	,	PUNCT
bioscience-119	180	27	moss	moss	PROPN
bioscience-119	180	28	rh	rh	PROPN
bioscience-119	180	29	.	.	PUNCT
bioscience-119	181	1	a	a	DET
bioscience-119	181	2	methodological	methodological	ADJ
bioscience-119	181	3	approach	approach	NOUN
bioscience-119	181	4	to	to	ADP
bioscience-119	181	5	the	the	DET
bioscience-119	181	6	classification	classification	NOUN
bioscience-119	181	7	of	of	ADP
bioscience-119	181	8	dermoscopy	dermoscopy	NOUN
bioscience-119	181	9	images	image	NOUN
bioscience-119	181	10	.	.	PUNCT
bioscience-119	182	1	computerized	computerized	ADJ
bioscience-119	182	2	medical	medical	ADJ
bioscience-119	182	3	imaging	imaging	NOUN
bioscience-119	182	4	and	and	CCONJ
bioscience-119	182	5	graphics	graphic	NOUN
bioscience-119	182	6	.	.	PUNCT
bioscience-119	183	1	2007	2007	NUM
bioscience-119	183	2	sep	sep	NOUN
bioscience-119	183	3	1;31(6):362	1;31(6):362	NUM
bioscience-119	183	4	-	-	SYM
bioscience-119	183	5	73	73	NUM
bioscience-119	183	6	.	.	PUNCT
bioscience-119	183	7	8	8	X
bioscience-119	183	8	.	.	PUNCT
bioscience-119	184	1	lau	lau	PROPN
bioscience-119	184	2	ht	ht	PROPN
bioscience-119	184	3	,	,	PUNCT
bioscience-119	184	4	al	al	PROPN
bioscience-119	184	5	-	-	PUNCT
bioscience-119	184	6	jumaily	jumaily	ADV
bioscience-119	184	7	a.	a.	NOUN
bioscience-119	184	8	automatically	automatically	ADV
bioscience-119	184	9	early	early	ADJ
bioscience-119	184	10	detection	detection	NOUN
bioscience-119	184	11	of	of	ADP
bioscience-119	184	12	skin	skin	NOUN
bioscience-119	184	13	cancer	cancer	NOUN
bioscience-119	184	14	:	:	PUNCT
bioscience-119	184	15	study	study	NOUN
bioscience-119	184	16	based	base	VERB
bioscience-119	184	17	on	on	ADP
bioscience-119	184	18	nueral	nueral	ADJ
bioscience-119	184	19	netwok	netwok	ADJ
bioscience-119	184	20	classification	classification	NOUN
bioscience-119	184	21	.	.	PUNCT
bioscience-119	185	1	in2009	in2009	PROPN
bioscience-119	185	2	international	international	PROPN
bioscience-119	185	3	conference	conference	NOUN
bioscience-119	185	4	of	of	ADP
bioscience-119	185	5	soft	soft	ADJ
bioscience-119	185	6	computing	computing	NOUN
bioscience-119	185	7	and	and	CCONJ
bioscience-119	185	8	pattern	pattern	NOUN
bioscience-119	185	9	recognition	recognition	NOUN
bioscience-119	185	10	2009	2009	NUM
bioscience-119	185	11	dec	dec	PROPN
bioscience-119	185	12	4	4	NUM
bioscience-119	185	13	(	(	PUNCT
bioscience-119	185	14	pp	pp	ADJ
bioscience-119	185	15	.	.	PUNCT
bioscience-119	186	1	375	375	NUM
bioscience-119	186	2	-	-	SYM
bioscience-119	186	3	380	380	NUM
bioscience-119	186	4	)	)	PUNCT
bioscience-119	186	5	.	.	PUNCT
bioscience-119	187	1	ieee	ieee	PROPN
bioscience-119	187	2	.	.	PUNCT
bioscience-119	188	1	9	9	NUM
bioscience-119	188	2	.	.	X
bioscience-119	188	3	yuan	yuan	NOUN
bioscience-119	188	4	x	x	SYM
bioscience-119	188	5	,	,	PUNCT
bioscience-119	188	6	yang	yang	PROPN
bioscience-119	188	7	z	z	PROPN
bioscience-119	188	8	,	,	PUNCT
bioscience-119	188	9	zouridakis	zouridakis	PROPN
bioscience-119	188	10	g	g	PROPN
bioscience-119	188	11	,	,	PUNCT
bioscience-119	188	12	mullani	mullani	PROPN
bioscience-119	188	13	n.	n.	PROPN
bioscience-119	188	14	svm	svm	PROPN
bioscience-119	188	15	-	-	PUNCT
bioscience-119	188	16	based	base	VERB
bioscience-119	188	17	texture	texture	ADJ
bioscience-119	188	18	classification	classification	NOUN
bioscience-119	188	19	and	and	CCONJ
bioscience-119	188	20	application	application	NOUN
bioscience-119	188	21	to	to	ADP
bioscience-119	188	22	early	early	ADJ
bioscience-119	188	23	melanoma	melanoma	NOUN
bioscience-119	188	24	detection	detection	NOUN
bioscience-119	188	25	.	.	PUNCT
bioscience-119	189	1	in2006	in2006	PROPN
bioscience-119	189	2	international	international	PROPN
bioscience-119	189	3	conference	conference	NOUN
bioscience-119	189	4	of	of	ADP
bioscience-119	189	5	the	the	DET
bioscience-119	189	6	ieee	ieee	NOUN
bioscience-119	189	7	engineering	engineering	NOUN
bioscience-119	189	8	in	in	ADP
bioscience-119	189	9	medicine	medicine	NOUN
bioscience-119	189	10	and	and	CCONJ
bioscience-119	189	11	biology	biology	NOUN
bioscience-119	189	12	society	society	NOUN
bioscience-119	189	13	2006	2006	NUM
bioscience-119	189	14	aug	aug	PROPN
bioscience-119	189	15	30	30	NUM
bioscience-119	189	16	(	(	PUNCT
bioscience-119	189	17	pp	pp	ADJ
bioscience-119	189	18	.	.	PUNCT
bioscience-119	189	19	47754778	47754778	NUM
bioscience-119	189	20	)	)	PUNCT
bioscience-119	189	21	.	.	PUNCT
bioscience-119	190	1	ieee	ieee	PROPN
bioscience-119	190	2	.	.	PUNCT
bioscience-119	191	1	10	10	NUM
bioscience-119	191	2	.	.	NUM
bioscience-119	192	1	whited	white	VERB
bioscience-119	192	2	jd	jd	PROPN
bioscience-119	192	3	.	.	PROPN
bioscience-119	192	4	teledermatology	teledermatology	PROPN
bioscience-119	192	5	research	research	PROPN
bioscience-119	192	6	review	review	PROPN
bioscience-119	192	7	.	.	PUNCT
bioscience-119	193	1	international	international	ADJ
bioscience-119	193	2	journal	journal	PROPN
bioscience-119	193	3	of	of	ADP
bioscience-119	193	4	dermatology	dermatology	NOUN
bioscience-119	193	5	.	.	PUNCT
bioscience-119	194	1	2006	2006	NUM
bioscience-119	194	2	mar;45(3):220	mar;45(3):220	NOUN
bioscience-119	194	3	-	-	SYM
bioscience-119	194	4	9	9	NUM
bioscience-119	194	5	.	.	NOUN
bioscience-119	194	6	11	11	NUM
bioscience-119	194	7	.	.	PUNCT
bioscience-119	195	1	ganster	ganster	NOUN
bioscience-119	195	2	h	h	PROPN
bioscience-119	195	3	,	,	PUNCT
bioscience-119	195	4	pinz	pinz	PROPN
bioscience-119	195	5	p	p	NOUN
bioscience-119	195	6	,	,	PUNCT
bioscience-119	195	7	rohrer	rohrer	NOUN
bioscience-119	195	8	r	r	NOUN
bioscience-119	195	9	,	,	PUNCT
bioscience-119	195	10	wildling	wildle	VERB
bioscience-119	195	11	e	e	NOUN
bioscience-119	195	12	,	,	PUNCT
bioscience-119	195	13	binder	binder	NOUN
bioscience-119	195	14	m	m	PROPN
bioscience-119	195	15	,	,	PUNCT
bioscience-119	195	16	kittler	kittler	PROPN
bioscience-119	195	17	h.	h.	PROPN
bioscience-119	195	18	automated	automate	VERB
bioscience-119	195	19	melanoma	melanoma	PROPN
bioscience-119	195	20	recognition	recognition	NOUN
bioscience-119	195	21	.	.	PUNCT
bioscience-119	196	1	ieee	ieee	NOUN
bioscience-119	196	2	transactions	transaction	NOUN
bioscience-119	196	3	on	on	ADP
bioscience-119	196	4	medical	medical	ADJ
bioscience-119	196	5	imaging	imaging	NOUN
bioscience-119	196	6	.	.	PUNCT
bioscience-119	197	1	2001	2001	NUM
bioscience-119	197	2	mar;20(3):233	mar;20(3):233	NOUN
bioscience-119	197	3	-	-	SYM
bioscience-119	197	4	9	9	NUM
bioscience-119	197	5	.	.	NOUN
bioscience-119	197	6	12	12	NUM
bioscience-119	197	7	.	.	PUNCT
bioscience-119	197	8	rose	rise	VERB
bioscience-119	197	9	vl	vl	PROPN
bioscience-119	197	10	.	.	PUNCT
bioscience-119	198	1	cancer	cancer	NOUN
bioscience-119	198	2	facts	fact	NOUN
bioscience-119	198	3	and	and	CCONJ
bioscience-119	198	4	figures	figure	NOUN
bioscience-119	198	5	.	.	PUNCT
bioscience-119	199	1	american	american	ADJ
bioscience-119	199	2	family	family	PROPN
bioscience-119	199	3	physician	physician	NOUN
bioscience-119	199	4	.	.	PUNCT
bioscience-119	200	1	1999	1999	NUM
bioscience-119	200	2	mar	mar	PROPN
bioscience-119	200	3	15;59(6):1697	15;59(6):1697	NUM
bioscience-119	200	4	.	.	PROPN
bioscience-119	200	5	13	13	NUM
bioscience-119	200	6	.	.	PUNCT
bioscience-119	201	1	shrestha	shrestha	PROPN
bioscience-119	201	2	b	b	PROPN
bioscience-119	201	3	,	,	PUNCT
bioscience-119	201	4	bishop	bishop	PROPN
bioscience-119	201	5	j	j	PROPN
bioscience-119	201	6	,	,	PUNCT
bioscience-119	201	7	kam	kam	PROPN
bioscience-119	201	8	k	k	PROPN
bioscience-119	201	9	,	,	PUNCT
bioscience-119	201	10	chen	chen	PROPN
bioscience-119	201	11	x	x	PROPN
bioscience-119	201	12	,	,	PUNCT
bioscience-119	201	13	moss	moss	PROPN
bioscience-119	201	14	rh	rh	PROPN
bioscience-119	201	15	,	,	PUNCT
bioscience-119	201	16	stoecker	stoecker	PROPN
bioscience-119	201	17	wv	wv	PROPN
bioscience-119	201	18	,	,	PUNCT
bioscience-119	201	19	umbaugh	umbaugh	PROPN
bioscience-119	201	20	s	s	PROPN
bioscience-119	201	21	,	,	PUNCT
bioscience-119	201	22	stanley	stanley	PROPN
bioscience-119	201	23	rj	rj	PROPN
bioscience-119	201	24	,	,	PUNCT
bioscience-119	201	25	celebi	celebi	VERB
bioscience-119	201	26	me	i	PRON
bioscience-119	201	27	,	,	PUNCT
bioscience-119	201	28	marghoob	marghoob	VERB
bioscience-119	201	29	aa	aa	NOUN
bioscience-119	201	30	,	,	PUNCT
bioscience-119	202	1	argenziano	argenziano	ADJ
bioscience-119	202	2	g.	g.	NOUN
bioscience-119	202	3	detection	detection	NOUN
bioscience-119	202	4	of	of	ADP
bioscience-119	202	5	atypical	atypical	ADJ
bioscience-119	202	6	texture	texture	NOUN
bioscience-119	202	7	features	feature	NOUN
bioscience-119	202	8	in	in	ADP
bioscience-119	202	9	early	early	ADJ
bioscience-119	202	10	malignant	malignant	ADJ
bioscience-119	202	11	melanoma	melanoma	NOUN
bioscience-119	202	12	.	.	PUNCT
bioscience-119	203	1	skin	skin	NOUN
bioscience-119	203	2	research	research	NOUN
bioscience-119	203	3	and	and	CCONJ
bioscience-119	203	4	technology	technology	NOUN
bioscience-119	203	5	.	.	PUNCT
bioscience-119	204	1	2010	2010	NUM
bioscience-119	204	2	feb	feb	NOUN
bioscience-119	204	3	;	;	PUNCT
bioscience-119	204	4	16(1):60	16(1):60	NUM
bioscience-119	204	5	-	-	SYM
bioscience-119	204	6	5	5	NUM
bioscience-119	204	7	.	.	NOUN
bioscience-119	204	8	14	14	NUM
bioscience-119	204	9	.	.	PUNCT
bioscience-119	205	1	sadeghi	sadeghi	PROPN
bioscience-119	205	2	m	m	PROPN
bioscience-119	205	3	,	,	PUNCT
bioscience-119	205	4	razmara	razmara	PROPN
bioscience-119	205	5	m	m	PROPN
bioscience-119	205	6	,	,	PUNCT
bioscience-119	205	7	lee	lee	PROPN
bioscience-119	205	8	tk	tk	PROPN
bioscience-119	205	9	,	,	PUNCT
bioscience-119	205	10	atkins	atkins	PROPN
bioscience-119	205	11	ms	ms	PROPN
bioscience-119	205	12	.	.	PROPN
bioscience-119	205	13	a	a	DET
bioscience-119	205	14	novel	novel	ADJ
bioscience-119	205	15	method	method	NOUN
bioscience-119	205	16	for	for	ADP
bioscience-119	205	17	detection	detection	NOUN
bioscience-119	205	18	of	of	ADP
bioscience-119	205	19	pigment	pigment	ADJ
bioscience-119	205	20	network	network	NOUN
bioscience-119	205	21	in	in	ADP
bioscience-119	205	22	dermoscopic	dermoscopic	ADJ
bioscience-119	205	23	images	image	NOUN
bioscience-119	205	24	using	use	VERB
bioscience-119	205	25	graphs	graph	NOUN
bioscience-119	205	26	.	.	PUNCT
bioscience-119	206	1	computerized	computerized	ADJ
bioscience-119	206	2	medical	medical	ADJ
bioscience-119	206	3	imaging	imaging	NOUN
bioscience-119	206	4	and	and	CCONJ
bioscience-119	206	5	graphics	graphic	NOUN
bioscience-119	206	6	.	.	PUNCT
bioscience-119	207	1	2011	2011	NUM
bioscience-119	207	2	mar	mar	PROPN
bioscience-119	207	3	1;35(2):137	1;35(2):137	NUM
bioscience-119	207	4	-	-	SYM
bioscience-119	207	5	43	43	NUM
bioscience-119	207	6	.	.	PUNCT
bioscience-119	207	7	15	15	NUM
bioscience-119	207	8	.	.	PUNCT
bioscience-119	208	1	sadeghi	sadeghi	PROPN
bioscience-119	208	2	m	m	PROPN
bioscience-119	208	3	,	,	PUNCT
bioscience-119	208	4	razmara	razmara	PROPN
bioscience-119	208	5	m	m	PROPN
bioscience-119	208	6	,	,	PUNCT
bioscience-119	208	7	wighton	wighton	PROPN
bioscience-119	208	8	p	p	PROPN
bioscience-119	208	9	,	,	PUNCT
bioscience-119	208	10	lee	lee	PROPN
bioscience-119	208	11	tk	tk	PROPN
bioscience-119	208	12	,	,	PUNCT
bioscience-119	208	13	atkins	atkins	PROPN
bioscience-119	208	14	ms	ms	PROPN
bioscience-119	209	1	.	.	PROPN
bioscience-119	209	2	modeling	model	VERB
bioscience-119	209	3	the	the	DET
bioscience-119	209	4	dermoscopic	dermoscopic	ADJ
bioscience-119	209	5	structure	structure	NOUN
bioscience-119	209	6	pigment	pigment	NOUN
bioscience-119	209	7	network	network	NOUN
bioscience-119	209	8	using	use	VERB
bioscience-119	209	9	a	a	DET
bioscience-119	209	10	clinically	clinically	ADV
bioscience-119	209	11	inspired	inspire	VERB
bioscience-119	209	12	feature	feature	NOUN
bioscience-119	209	13	set	set	VERB
bioscience-119	209	14	.	.	PUNCT
bioscience-119	210	1	ininternational	ininternational	ADJ
bioscience-119	210	2	workshop	workshop	NOUN
bioscience-119	210	3	on	on	ADP
bioscience-119	210	4	medical	medical	ADJ
bioscience-119	210	5	imaging	imaging	NOUN
bioscience-119	210	6	and	and	CCONJ
bioscience-119	210	7	virtual	virtual	ADJ
bioscience-119	210	8	reality	reality	NOUN
bioscience-119	210	9	2010	2010	NUM
bioscience-119	210	10	sep	sep	NOUN
bioscience-119	210	11	19	19	NUM
bioscience-119	210	12	(	(	PUNCT
bioscience-119	210	13	pp	pp	PROPN
bioscience-119	210	14	.	.	PUNCT
bioscience-119	211	1	467	467	NUM
bioscience-119	211	2	-	-	SYM
bioscience-119	211	3	474	474	NUM
bioscience-119	211	4	)	)	PUNCT
bioscience-119	211	5	.	.	PUNCT
bioscience-119	212	1	springer	springer	NOUN
bioscience-119	212	2	,	,	PUNCT
bioscience-119	212	3	berlin	berlin	PROPN
bioscience-119	212	4	,	,	PUNCT
bioscience-119	212	5	heidelberg	heidelberg	PROPN
bioscience-119	212	6	.	.	PUNCT
bioscience-119	213	1	16	16	NUM
bioscience-119	213	2	.	.	PUNCT
bioscience-119	214	1	anantha	anantha	PROPN
bioscience-119	214	2	m	m	PROPN
bioscience-119	214	3	,	,	PUNCT
bioscience-119	214	4	moss	moss	PROPN
bioscience-119	214	5	rh	rh	PROPN
bioscience-119	214	6	,	,	PUNCT
bioscience-119	214	7	stoecker	stoecker	PROPN
bioscience-119	214	8	wv	wv	PROPN
bioscience-119	214	9	.	.	PUNCT
bioscience-119	214	10	detection	detection	NOUN
bioscience-119	214	11	of	of	ADP
bioscience-119	214	12	pigment	pigment	NOUN
bioscience-119	214	13	network	network	NOUN
bioscience-119	214	14	in	in	ADP
bioscience-119	214	15	dermatoscopy	dermatoscopy	NOUN
bioscience-119	214	16	images	image	NOUN
bioscience-119	214	17	using	use	VERB
bioscience-119	214	18	texture	texture	ADJ
bioscience-119	214	19	analysis	analysis	NOUN
bioscience-119	214	20	.	.	PUNCT
bioscience-119	215	1	computerized	computerized	ADJ
bioscience-119	215	2	medical	medical	ADJ
bioscience-119	215	3	imaging	imaging	NOUN
bioscience-119	215	4	and	and	CCONJ
bioscience-119	215	5	graphics	graphic	NOUN
bioscience-119	215	6	.	.	PUNCT
bioscience-119	216	1	2004	2004	NUM
bioscience-119	216	2	jul	jul	PROPN
bioscience-119	216	3	1;28(5):225	1;28(5):225	NUM
bioscience-119	216	4	-	-	SYM
bioscience-119	216	5	34	34	NUM
bioscience-119	216	6	.	.	PUNCT
bioscience-119	216	7	17	17	NUM
bioscience-119	216	8	.	.	PUNCT
bioscience-119	217	1	betta	betta	NOUN
bioscience-119	217	2	g	g	PROPN
bioscience-119	217	3	,	,	PUNCT
bioscience-119	217	4	di	di	X
bioscience-119	217	5	leo	leo	PROPN
bioscience-119	217	6	g	g	PROPN
bioscience-119	217	7	,	,	PUNCT
bioscience-119	217	8	fabbrocini	fabbrocini	NOUN
bioscience-119	217	9	g	g	NOUN
bioscience-119	217	10	,	,	PUNCT
bioscience-119	217	11	paolillo	paolillo	PROPN
bioscience-119	217	12	a	a	NOUN
bioscience-119	217	13	,	,	PUNCT
bioscience-119	217	14	sommella	sommella	NOUN
bioscience-119	217	15	p.	p.	PROPN
bioscience-119	217	16	dermoscopic	dermoscopic	NOUN
bioscience-119	217	17	image	image	NOUN
bioscience-119	217	18	-	-	PUNCT
bioscience-119	217	19	analysis	analysis	NOUN
bioscience-119	217	20	system	system	NOUN
bioscience-119	217	21	:	:	PUNCT
bioscience-119	217	22	estimation	estimation	NOUN
bioscience-119	217	23	of	of	ADP
bioscience-119	217	24	atypical	atypical	ADJ
bioscience-119	217	25	pigment	pigment	NOUN
bioscience-119	217	26	network	network	NOUN
bioscience-119	217	27	and	and	CCONJ
bioscience-119	217	28	atypical	atypical	ADJ
bioscience-119	217	29	vascular	vascular	ADJ
bioscience-119	217	30	pattern	pattern	NOUN
bioscience-119	217	31	.	.	PUNCT
bioscience-119	218	1	inieee	inieee	NOUN
bioscience-119	218	2	international	international	ADJ
bioscience-119	218	3	workshop	workshop	NOUN
bioscience-119	218	4	on	on	ADP
bioscience-119	218	5	medical	medical	ADJ
bioscience-119	218	6	measurement	measurement	NOUN
bioscience-119	218	7	and	and	CCONJ
bioscience-119	218	8	applications	application	NOUN
bioscience-119	218	9	,	,	PUNCT
bioscience-119	218	10	2006	2006	NUM
bioscience-119	218	11	.	.	PUNCT
bioscience-119	219	1	memea	memea	PROPN
bioscience-119	219	2	2006	2006	NUM
bioscience-119	219	3	.	.	PUNCT
bioscience-119	220	1	2006	2006	NUM
bioscience-119	220	2	apr	apr	NOUN
bioscience-119	220	3	20	20	NUM
bioscience-119	220	4	(	(	PUNCT
bioscience-119	220	5	pp	pp	ADJ
bioscience-119	220	6	.	.	PUNCT
bioscience-119	221	1	63	63	NUM
bioscience-119	221	2	-	-	SYM
bioscience-119	221	3	67	67	NUM
bioscience-119	221	4	)	)	PUNCT
bioscience-119	221	5	.	.	PUNCT
bioscience-119	222	1	ieee	ieee	PROPN
bioscience-119	222	2	.	.	PUNCT
bioscience-119	223	1	18	18	NUM
bioscience-119	223	2	.	.	X
bioscience-119	223	3	celebi	celebi	VERB
bioscience-119	223	4	me	i	PRON
bioscience-119	223	5	,	,	PUNCT
bioscience-119	223	6	iyatomi	iyatomi	NOUN
bioscience-119	223	7	h	h	NOUN
bioscience-119	223	8	,	,	PUNCT
bioscience-119	223	9	stoecker	stoecker	PROPN
bioscience-119	223	10	wv	wv	PROPN
bioscience-119	223	11	,	,	PUNCT
bioscience-119	223	12	moss	moss	PROPN
bioscience-119	223	13	rh	rh	PROPN
bioscience-119	223	14	,	,	PUNCT
bioscience-119	223	15	rabinovitz	rabinovitz	VERB
bioscience-119	223	16	hs	hs	PROPN
bioscience-119	223	17	,	,	PUNCT
bioscience-119	223	18	argenziano	argenziano	ADJ
bioscience-119	223	19	g	g	PROPN
bioscience-119	223	20	,	,	PUNCT
bioscience-119	223	21	soyer	soyer	PROPN
bioscience-119	223	22	hp	hp	PROPN
bioscience-119	223	23	.	.	PROPN
bioscience-119	224	1	automatic	automatic	ADJ
bioscience-119	224	2	detection	detection	NOUN
bioscience-119	224	3	of	of	ADP
bioscience-119	224	4	blue	blue	ADJ
bioscience-119	224	5	-	-	PUNCT
bioscience-119	224	6	white	white	ADJ
bioscience-119	224	7	veil	veil	NOUN
bioscience-119	224	8	and	and	CCONJ
bioscience-119	224	9	related	related	ADJ
bioscience-119	224	10	structures	structure	NOUN
bioscience-119	224	11	in	in	ADP
bioscience-119	224	12	dermoscopy	dermoscopy	NOUN
bioscience-119	224	13	images	image	NOUN
bioscience-119	224	14	.	.	PUNCT
bioscience-119	225	1	computerized	computerized	ADJ
bioscience-119	225	2	medical	medical	ADJ
bioscience-119	225	3	imaging	imaging	NOUN
bioscience-119	225	4	and	and	CCONJ
bioscience-119	225	5	graphics	graphic	NOUN
bioscience-119	225	6	.	.	PUNCT
bioscience-119	226	1	2008	2008	NUM
bioscience-119	226	2	dec	dec	PROPN
bioscience-119	226	3	1;32(8):670	1;32(8):670	NUM
bioscience-119	226	4	-	-	SYM
bioscience-119	226	5	7	7	NUM
bioscience-119	226	6	.	.	NOUN
bioscience-119	226	7	19	19	NUM
bioscience-119	226	8	.	.	PUNCT
bioscience-119	227	1	shitara	shitara	PROPN
bioscience-119	227	2	d	d	PROPN
bioscience-119	227	3	,	,	PUNCT
bioscience-119	227	4	nascimento	nascimento	PROPN
bioscience-119	227	5	m	m	PROPN
bioscience-119	227	6	,	,	PUNCT
bioscience-119	227	7	ishioka	ishioka	NOUN
bioscience-119	227	8	p	p	NOUN
bioscience-119	227	9	,	,	PUNCT
bioscience-119	227	10	carrera	carrera	PROPN
bioscience-119	227	11	c	c	PROPN
bioscience-119	227	12	,	,	PUNCT
bioscience-119	227	13	alos	alos	PROPN
bioscience-119	227	14	l	l	PROPN
bioscience-119	227	15	,	,	PUNCT
bioscience-119	227	16	malvehy	malvehy	PROPN
bioscience-119	227	17	j	j	PROPN
bioscience-119	227	18	,	,	PUNCT
bioscience-119	227	19	puig	puig	PROPN
bioscience-119	227	20	s.	s.	PROPN
bioscience-119	227	21	dermoscopy	dermoscopy	NOUN
bioscience-119	227	22	of	of	ADP
bioscience-119	227	23	naevus	naevus	NOUN
bioscience-119	227	24	-	-	PUNCT
bioscience-119	227	25	associated	associate	VERB
bioscience-119	227	26	melanomas	melanomas	NOUN
bioscience-119	227	27	.	.	PUNCT
bioscience-119	228	1	acta	acta	PROPN
bioscience-119	228	2	dermato	dermato	PROPN
bioscience-119	228	3	-	-	PUNCT
bioscience-119	228	4	venereologica	venereologica	NOUN
bioscience-119	228	5	.	.	PUNCT
bioscience-119	229	1	2015	2015	NUM
bioscience-119	229	2	jun	jun	PROPN
bioscience-119	229	3	1;95(6):671	1;95(6):671	NUM
bioscience-119	229	4	-	-	PUNCT
bioscience-119	229	5	5	5	NUM
bioscience-119	229	6	.	.	NOUN
bioscience-119	229	7	20	20	NUM
bioscience-119	229	8	.	.	PUNCT
bioscience-119	230	1	barata	barata	PROPN
bioscience-119	230	2	c	c	PROPN
bioscience-119	230	3	,	,	PUNCT
bioscience-119	230	4	marques	marques	PROPN
bioscience-119	230	5	js	js	PROPN
bioscience-119	230	6	,	,	PUNCT
bioscience-119	230	7	rozeira	rozeira	NOUN
bioscience-119	230	8	j.	j.	PROPN
bioscience-119	230	9	detecting	detect	VERB
bioscience-119	230	10	the	the	DET
bioscience-119	230	11	pigment	pigment	NOUN
bioscience-119	230	12	network	network	NOUN
bioscience-119	230	13	in	in	ADP
bioscience-119	230	14	dermoscopy	dermoscopy	NOUN
bioscience-119	230	15	images	image	NOUN
bioscience-119	230	16	:	:	PUNCT
bioscience-119	230	17	a	a	DET
bioscience-119	230	18	directional	directional	ADJ
bioscience-119	230	19	approach	approach	NOUN
bioscience-119	230	20	.	.	PUNCT
bioscience-119	231	1	in2011	in2011	PROPN
bioscience-119	231	2	annual	annual	ADJ
bioscience-119	231	3	international	international	ADJ
bioscience-119	231	4	conference	conference	NOUN
bioscience-119	231	5	of	of	ADP
bioscience-119	231	6	the	the	DET
bioscience-119	231	7	ieee	ieee	NOUN
bioscience-119	231	8	engineering	engineering	NOUN
bioscience-119	231	9	in	in	ADP
bioscience-119	231	10	medicine	medicine	NOUN
bioscience-119	231	11	and	and	CCONJ
bioscience-119	231	12	biology	biology	NOUN
bioscience-119	231	13	society	society	NOUN
bioscience-119	231	14	2011	2011	NUM
bioscience-119	231	15	sep	sep	NOUN
bioscience-119	231	16	(	(	PUNCT
bioscience-119	231	17	pp	pp	ADJ
bioscience-119	231	18	.	.	PUNCT
bioscience-119	232	1	5120	5120	NUM
bioscience-119	232	2	-	-	SYM
bioscience-119	232	3	5123	5123	NUM
bioscience-119	232	4	)	)	PUNCT
bioscience-119	232	5	.	.	PUNCT
bioscience-119	233	1	ieee	ieee	PROPN
bioscience-119	233	2	.	.	PUNCT
bioscience-119	234	1	21	21	NUM
bioscience-119	234	2	.	.	PUNCT
bioscience-119	235	1	korotkov	korotkov	PROPN
bioscience-119	235	2	k	k	PROPN
bioscience-119	235	3	,	,	PUNCT
bioscience-119	235	4	garcia	garcia	PROPN
bioscience-119	235	5	r.	r.	PROPN
bioscience-119	235	6	computerized	computerize	VERB
bioscience-119	235	7	analysis	analysis	NOUN
bioscience-119	235	8	of	of	ADP
bioscience-119	235	9	pigmented	pigmented	ADJ
bioscience-119	235	10	skin	skin	NOUN
bioscience-119	235	11	lesions	lesion	NOUN
bioscience-119	235	12	:	:	PUNCT
bioscience-119	235	13	a	a	DET
bioscience-119	235	14	review	review	NOUN
bioscience-119	235	15	.	.	PUNCT
bioscience-119	236	1	artificial	artificial	ADJ
bioscience-119	236	2	intelligence	intelligence	NOUN
bioscience-119	236	3	in	in	ADP
bioscience-119	236	4	medicine	medicine	NOUN
bioscience-119	236	5	.	.	PUNCT
bioscience-119	237	1	2012	2012	NUM
bioscience-119	237	2	oct	oct	NOUN
bioscience-119	237	3	1;56(2):69	1;56(2):69	PROPN
bioscience-119	237	4	-	-	SYM
bioscience-119	237	5	90	90	NUM
bioscience-119	237	6	.	.	PUNCT
bioscience-119	237	7	22	22	NUM
bioscience-119	237	8	.	.	PUNCT
bioscience-119	238	1	balch	balch	PROPN
bioscience-119	238	2	cm	cm	PROPN
bioscience-119	238	3	,	,	PUNCT
bioscience-119	238	4	buzaid	buzaid	VERB
bioscience-119	238	5	ac	ac	PROPN
bioscience-119	238	6	,	,	PUNCT
bioscience-119	238	7	soong	soong	PROPN
bioscience-119	238	8	sj	sj	PROPN
bioscience-119	238	9	,	,	PUNCT
bioscience-119	238	10	atkins	atkins	PROPN
bioscience-119	238	11	mb	mb	PROPN
bioscience-119	238	12	,	,	PUNCT
bioscience-119	238	13	cascinelli	cascinelli	NOUN
bioscience-119	238	14	n	n	CCONJ
bioscience-119	238	15	,	,	PUNCT
bioscience-119	238	16	coit	coit	PROPN
bioscience-119	238	17	dg	dg	PROPN
bioscience-119	238	18	,	,	PUNCT
bioscience-119	238	19	fleming	fleme	VERB
bioscience-119	238	20	i	i	PROPN
bioscience-119	238	21	d	d	PROPN
bioscience-119	238	22	,	,	PUNCT
bioscience-119	238	23	gershenwald	gershenwald	PROPN
bioscience-119	238	24	je	je	PROPN
bioscience-119	238	25	,	,	PUNCT
bioscience-119	238	26	houghton	houghton	PROPN
bioscience-119	238	27	jr	jr	PROPN
bioscience-119	238	28	a	a	PROPN
bioscience-119	238	29	,	,	PUNCT
bioscience-119	238	30	kirkwood	kirkwood	PROPN
bioscience-119	238	31	jm	jm	PROPN
bioscience-119	238	32	,	,	PUNCT
bioscience-119	238	33	mcmasters	mcmaster	NOUN
bioscience-119	238	34	km	km	PROPN
bioscience-119	238	35	.	.	PUNCT
bioscience-119	239	1	final	final	ADJ
bioscience-119	239	2	version	version	NOUN
bioscience-119	239	3	of	of	ADP
bioscience-119	239	4	the	the	DET
bioscience-119	239	5	american	american	PROPN
bioscience-119	239	6	joint	joint	PROPN
bioscience-119	239	7	committee	committee	PROPN
bioscience-119	239	8	on	on	ADP
bioscience-119	239	9	cancer	cancer	NOUN
bioscience-119	239	10	staging	staging	NOUN
bioscience-119	239	11	system	system	NOUN
bioscience-119	239	12	for	for	ADP
bioscience-119	239	13	cutaneous	cutaneous	ADJ
bioscience-119	239	14	melanoma	melanoma	NOUN
bioscience-119	239	15	.	.	PUNCT
bioscience-119	240	1	journal	journal	NOUN
bioscience-119	240	2	of	of	ADP
bioscience-119	240	3	clinical	clinical	ADJ
bioscience-119	240	4	oncology	oncology	NOUN
bioscience-119	240	5	.	.	PUNCT
bioscience-119	241	1	2001	2001	NUM
bioscience-119	241	2	aug	aug	PROPN
bioscience-119	241	3	15;19(16):3635	15;19(16):3635	NUM
bioscience-119	241	4	-	-	SYM
bioscience-119	241	5	48	48	NUM
bioscience-119	241	6	.	.	PUNCT
bioscience-119	241	7	23	23	NUM
bioscience-119	241	8	.	.	PUNCT
bioscience-119	242	1	freedberg	freedberg	PROPN
bioscience-119	242	2	ka	ka	PROPN
bioscience-119	242	3	,	,	PUNCT
bioscience-119	242	4	geller	geller	PROPN
bioscience-119	242	5	ac	ac	PROPN
bioscience-119	242	6	,	,	PUNCT
bioscience-119	242	7	miller	miller	PROPN
bioscience-119	242	8	dr	dr	PROPN
bioscience-119	242	9	,	,	PUNCT
bioscience-119	242	10	lew	lew	PROPN
bioscience-119	242	11	ra	ra	PROPN
bioscience-119	242	12	,	,	PUNCT
bioscience-119	242	13	koh	koh	PROPN
bioscience-119	242	14	hk	hk	PROPN
bioscience-119	242	15	.	.	PUNCT
bioscience-119	243	1	screening	screen	VERB
bioscience-119	243	2	for	for	ADP
bioscience-119	243	3	malignant	malignant	ADJ
bioscience-119	243	4	melanoma	melanoma	NOUN
bioscience-119	243	5	:	:	PUNCT
bioscience-119	243	6	a	a	DET
bioscience-119	243	7	cost	cost	NOUN
bioscience-119	243	8	-	-	PUNCT
bioscience-119	243	9	effectiveness	effectiveness	NOUN
bioscience-119	243	10	analysis	analysis	NOUN
bioscience-119	243	11	.	.	PUNCT
bioscience-119	244	1	journal	journal	NOUN
bioscience-119	244	2	of	of	ADP
bioscience-119	244	3	the	the	DET
bioscience-119	244	4	american	american	PROPN
bioscience-119	244	5	academy	academy	PROPN
bioscience-119	244	6	of	of	ADP
bioscience-119	244	7	dermatology	dermatology	NOUN
bioscience-119	244	8	.	.	PUNCT
bioscience-119	245	1	1999	1999	NUM
bioscience-119	245	2	nov	nov	NOUN
bioscience-119	245	3	1;41(5	1;41(5	NUM
bioscience-119	245	4	)	)	PUNCT
bioscience-119	245	5	:	:	PUNCT
bioscience-119	246	1	738	738	NUM
bioscience-119	246	2	-	-	SYM
bioscience-119	246	3	45	45	NUM
bioscience-119	246	4	.	.	NOUN
bioscience-119	247	1	24	24	NUM
bioscience-119	247	2	.	.	PUNCT
bioscience-119	248	1	rigel	rigel	PROPN
bioscience-119	248	2	ds	ds	PROPN
bioscience-119	248	3	,	,	PUNCT
bioscience-119	248	4	friedman	friedman	PROPN
bioscience-119	248	5	rj	rj	PROPN
bioscience-119	248	6	,	,	PUNCT
bioscience-119	248	7	kopf	kopf	PROPN
bioscience-119	248	8	aw	aw	INTJ
bioscience-119	248	9	.	.	PUNCT
bioscience-119	249	1	the	the	DET
bioscience-119	249	2	incidence	incidence	NOUN
bioscience-119	249	3	of	of	ADP
bioscience-119	249	4	malignant	malignant	ADJ
bioscience-119	249	5	melanoma	melanoma	NOUN
bioscience-119	249	6	in	in	ADP
bioscience-119	249	7	the	the	DET
bioscience-119	249	8	united	united	PROPN
bioscience-119	249	9	states	states	PROPN
bioscience-119	249	10	:	:	PUNCT
bioscience-119	249	11	issues	issue	NOUN
bioscience-119	249	12	as	as	SCONJ
bioscience-119	249	13	we	we	PRON
bioscience-119	249	14	approach	approach	VERB
bioscience-119	249	15	the	the	DET
bioscience-119	249	16	21st	21st	ADJ
bioscience-119	249	17	century	century	NOUN
bioscience-119	249	18	.	.	PUNCT
bioscience-119	250	1	journal	journal	NOUN
bioscience-119	250	2	of	of	ADP
bioscience-119	250	3	the	the	DET
bioscience-119	250	4	american	american	PROPN
bioscience-119	250	5	academy	academy	PROPN
bioscience-119	250	6	of	of	ADP
bioscience-119	250	7	dermatology	dermatology	NOUN
bioscience-119	250	8	.	.	PUNCT
bioscience-119	251	1	1996	1996	NUM
bioscience-119	251	2	may	may	AUX
bioscience-119	251	3	1;34(5):839	1;34(5):839	NUM
bioscience-119	251	4	-	-	SYM
bioscience-119	251	5	47	47	NUM
bioscience-119	251	6	.	.	PUNCT
bioscience-119	252	1	25	25	NUM
bioscience-119	252	2	.	.	X
bioscience-119	253	1	intraocular	intraocular	PROPN
bioscience-119	253	2	b.	b.	PROPN
bioscience-119	253	3	melanoma	melanoma	PROPN
bioscience-119	253	4	treatment	treatment	NOUN
bioscience-119	253	5	(	(	PUNCT
bioscience-119	253	6	pdq	pdq	PROPN
bioscience-119	253	7	):	):	PUNCT
bioscience-119	253	8	health	health	NOUN
bioscience-119	253	9	professional	professional	ADJ
bioscience-119	253	10	version	version	NOUN
bioscience-119	253	11	.	.	PUNCT
bioscience-119	254	1	pdq	pdq	PROPN
bioscience-119	254	2	cancer	cancer	NOUN
bioscience-119	254	3	information	information	NOUN
bioscience-119	254	4	summaries	summary	NOUN
bioscience-119	254	5	.	.	PUNCT
bioscience-119	255	1	2015	2015	NUM
bioscience-119	255	2	.	.	PUNCT
bioscience-119	256	1	26	26	NUM
bioscience-119	256	2	.	.	PUNCT
bioscience-119	257	1	wild	wild	PROPN
bioscience-119	257	2	c	c	PROPN
bioscience-119	257	3	,	,	PUNCT
bioscience-119	257	4	stewart	stewart	PROPN
bioscience-119	257	5	bw	bw	PROPN
bioscience-119	257	6	.	.	PROPN
bioscience-119	257	7	world	world	PROPN
bioscience-119	257	8	cancer	cancer	NOUN
bioscience-119	257	9	report	report	NOUN
bioscience-119	257	10	2014	2014	NUM
bioscience-119	257	11	.	.	PUNCT
bioscience-119	258	1	wild	wild	PROPN
bioscience-119	258	2	cp	cp	PROPN
bioscience-119	258	3	,	,	PUNCT
bioscience-119	258	4	stewart	stewart	PROPN
bioscience-119	258	5	bw	bw	PROPN
bioscience-119	258	6	,	,	PUNCT
bioscience-119	258	7	editors	editor	NOUN
bioscience-119	258	8	.	.	PUNCT
bioscience-119	259	1	geneva	geneva	PROPN
bioscience-119	259	2	,	,	PUNCT
bioscience-119	259	3	switzerland	switzerland	PROPN
bioscience-119	259	4	:	:	PUNCT
bioscience-119	259	5	world	world	PROPN
bioscience-119	259	6	health	health	PROPN
bioscience-119	259	7	organization	organization	NOUN
bioscience-119	259	8	;	;	PUNCT
bioscience-119	259	9	2014	2014	NUM
bioscience-119	259	10	.	.	PUNCT
bioscience-119	260	1	27	27	NUM
bioscience-119	260	2	.	.	PUNCT
bioscience-119	261	1	cudek	cudek	PROPN
bioscience-119	261	2	p	p	NOUN
bioscience-119	261	3	,	,	PUNCT
bioscience-119	261	4	grzymaa	grzymaa	NOUN
bioscience-119	261	5	-	-	PUNCT
bioscience-119	261	6	busse	busse	PROPN
bioscience-119	261	7	jw	jw	PROPN
bioscience-119	261	8	,	,	PUNCT
bioscience-119	261	9	hippe	hippe	PROPN
bioscience-119	261	10	zs	zs	PROPN
bioscience-119	261	11	.	.	PUNCT
bioscience-119	261	12	further	further	ADJ
bioscience-119	261	13	research	research	NOUN
bioscience-119	261	14	on	on	ADP
bioscience-119	261	15	automatic	automatic	ADJ
bioscience-119	261	16	estimation	estimation	NOUN
bioscience-119	261	17	of	of	ADP
bioscience-119	261	18	asymmetry	asymmetry	NOUN
bioscience-119	261	19	of	of	ADP
bioscience-119	261	20	melanocytic	melanocytic	ADJ
bioscience-119	261	21	skin	skin	NOUN
bioscience-119	261	22	lesions	lesion	NOUN
bioscience-119	261	23	.	.	PUNCT
bioscience-119	262	1	inhumancomputer	inhumancomputer	ADJ
bioscience-119	262	2	systems	system	NOUN
bioscience-119	262	3	interaction	interaction	NOUN
bioscience-119	262	4	:	:	PUNCT
bioscience-119	262	5	backgrounds	background	NOUN
bioscience-119	262	6	and	and	CCONJ
bioscience-119	262	7	applications	application	NOUN
bioscience-119	262	8	2	2	NUM
bioscience-119	262	9	2012	2012	NUM
bioscience-119	262	10	(	(	PUNCT
bioscience-119	262	11	pp	pp	ADJ
bioscience-119	262	12	.	.	PUNCT
bioscience-119	263	1	125	125	NUM
bioscience-119	263	2	-	-	SYM
bioscience-119	263	3	129	129	NUM
bioscience-119	263	4	)	)	PUNCT
bioscience-119	263	5	.	.	PUNCT
bioscience-119	264	1	springer	springer	NOUN
bioscience-119	264	2	,	,	PUNCT
bioscience-119	264	3	berlin	berlin	PROPN
bioscience-119	264	4	,	,	PUNCT
bioscience-119	264	5	heidelberg	heidelberg	PROPN
bioscience-119	264	6	.	.	PUNCT
bioscience-119	265	1	28	28	NUM
bioscience-119	265	2	.	.	PUNCT
bioscience-119	266	1	premaladha	premaladha	PROPN
bioscience-119	266	2	j	j	PROPN
bioscience-119	266	3	,	,	PUNCT
bioscience-119	266	4	ravichandran	ravichandran	ADJ
bioscience-119	266	5	ks	ks	PROPN
bioscience-119	266	6	.	.	PROPN
bioscience-119	266	7	asymmetry	asymmetry	NOUN
bioscience-119	266	8	analysis	analysis	NOUN
bioscience-119	266	9	of	of	ADP
bioscience-119	266	10	malignant	malignant	ADJ
bioscience-119	266	11	melanoma	melanoma	NOUN
bioscience-119	266	12	using	use	VERB
bioscience-119	266	13	image	image	NOUN
bioscience-119	266	14	processing	processing	NOUN
bioscience-119	266	15	:	:	PUNCT
bioscience-119	266	16	a	a	DET
bioscience-119	266	17	survey	survey	NOUN
bioscience-119	266	18	.	.	PUNCT
bioscience-119	267	1	journal	journal	NOUN
bioscience-119	267	2	of	of	ADP
bioscience-119	267	3	artificial	artificial	ADJ
bioscience-119	267	4	intelligence	intelligence	NOUN
bioscience-119	267	5	.	.	PUNCT
bioscience-119	268	1	2014	2014	NUM
bioscience-119	268	2	apr	apr	PROPN
bioscience-119	268	3	1;7(2):45	1;7(2):45	NUM
bioscience-119	268	4	.	.	PROPN
bioscience-119	268	5	29	29	NUM
bioscience-119	268	6	.	.	PUNCT
bioscience-119	269	1	jain	jain	PROPN
bioscience-119	269	2	s	s	PART
bioscience-119	269	3	,	,	PUNCT
bioscience-119	269	4	pise	pise	PROPN
bioscience-119	269	5	n.	n.	PROPN
bioscience-119	269	6	computer	computer	NOUN
bioscience-119	269	7	aided	aid	VERB
bioscience-119	269	8	melanoma	melanoma	NOUN
bioscience-119	269	9	skin	skin	NOUN
bioscience-119	269	10	cancer	cancer	NOUN
bioscience-119	269	11	detection	detection	NOUN
bioscience-119	269	12	using	use	VERB
bioscience-119	269	13	image	image	NOUN
bioscience-119	269	14	processing	processing	NOUN
bioscience-119	269	15	.	.	PUNCT
bioscience-119	270	1	procedia	procedia	PROPN
bioscience-119	270	2	computer	computer	NOUN
bioscience-119	270	3	science	science	NOUN
bioscience-119	270	4	.	.	PUNCT
bioscience-119	271	1	2015	2015	NUM
bioscience-119	271	2	jan	jan	NOUN
bioscience-119	271	3	1;48:735	1;48:735	NUM
bioscience-119	271	4	-	-	SYM
bioscience-119	271	5	40	40	NUM
bioscience-119	271	6	.	.	PUNCT
bioscience-119	272	1	30	30	NUM
bioscience-119	272	2	.	.	PUNCT
bioscience-119	273	1	ananthi	ananthi	PROPN
bioscience-119	273	2	b	b	PROPN
bioscience-119	273	3	,	,	PUNCT
bioscience-119	273	4	balamohan	balamohan	PROPN
bioscience-119	273	5	s	s	PROPN
bioscience-119	273	6	,	,	PUNCT
bioscience-119	273	7	hemalatha	hemalatha	NOUN
bioscience-119	273	8	m.	m.	NOUN
bioscience-119	273	9	melanoma	melanoma	PROPN
bioscience-119	273	10	detection	detection	NOUN
bioscience-119	273	11	using	use	VERB
bioscience-119	273	12	rgb	rgb	PROPN
bioscience-119	273	13	color	color	NOUN
bioscience-119	273	14	model	model	NOUN
bioscience-119	273	15	in	in	ADP
bioscience-119	273	16	medical	medical	ADJ
bioscience-119	273	17	imaging	imaging	NOUN
bioscience-119	273	18	.	.	PUNCT
bioscience-119	274	1	middle	middle	ADJ
bioscience-119	274	2	-	-	PUNCT
bioscience-119	274	3	east	east	NOUN
bioscience-119	274	4	journal	journal	NOUN
bioscience-119	274	5	of	of	ADP
bioscience-119	274	6	scientific	scientific	ADJ
bioscience-119	274	7	research	research	NOUN
bioscience-119	274	8	.	.	PUNCT
bioscience-119	275	1	2014;21(11):1982	2014;21(11):1982	X
bioscience-119	275	2	-	-	SYM
bioscience-119	275	3	7	7	NUM
bioscience-119	275	4	.	.	NOUN
bioscience-119	275	5	31	31	NUM
bioscience-119	275	6	.	.	PUNCT
bioscience-119	276	1	iqbal	iqbal	PROPN
bioscience-119	276	2	s	s	PROPN
bioscience-119	276	3	,	,	PUNCT
bioscience-119	276	4	sophia	sophia	PROPN
bioscience-119	276	5	m	m	PROPN
bioscience-119	276	6	,	,	PUNCT
bioscience-119	276	7	divyashree	divyashree	PROPN
bioscience-119	276	8	j	j	PROPN
bioscience-119	276	9	,	,	PUNCT
bioscience-119	276	10	mundas	mundas	PROPN
bioscience-119	276	11	m	m	PROPN
bioscience-119	276	12	,	,	PUNCT
bioscience-119	276	13	vidya	vidya	PROPN
bioscience-119	276	14	r.	r.	PROPN
bioscience-119	276	15	implementation	implementation	NOUN
bioscience-119	276	16	of	of	ADP
bioscience-119	276	17	supervised	supervised	ADJ
bioscience-119	276	18	learning	learning	NOUN
bioscience-119	276	19	for	for	ADP
bioscience-119	276	20	melanoma	melanoma	NOUN
bioscience-119	276	21	detection	detection	NOUN
bioscience-119	276	22	using	use	VERB
bioscience-119	276	23	image	image	NOUN
bioscience-119	276	24	processing	processing	NOUN
bioscience-119	276	25	.	.	PUNCT
bioscience-119	277	1	international	international	ADJ
bioscience-119	277	2	journal	journal	PROPN
bioscience-119	277	3	of	of	ADP
bioscience-119	277	4	research	research	NOUN
bioscience-119	277	5	in	in	ADP
bioscience-119	277	6	engineering	engineering	NOUN
bioscience-119	277	7	and	and	CCONJ
bioscience-119	277	8	technology	technology	NOUN
bioscience-119	277	9	.	.	PUNCT
bioscience-119	278	1	2015;4(6):325	2015;4(6):325	NUM
bioscience-119	278	2	-	-	SYM
bioscience-119	278	3	9	9	NUM
bioscience-119	278	4	.	.	NOUN
bioscience-119	278	5	32	32	NUM
bioscience-119	278	6	.	.	PUNCT
bioscience-119	279	1	grammatikopoulos	grammatikopoulo	VERB
bioscience-119	279	2	g	g	PROPN
bioscience-119	279	3	,	,	PUNCT
bioscience-119	279	4	hatzigaidas	hatzigaida	VERB
bioscience-119	279	5	a	a	PRON
bioscience-119	279	6	,	,	PUNCT
bioscience-119	279	7	papastergiou	papastergiou	NOUN
bioscience-119	279	8	a	a	NOUN
bioscience-119	279	9	,	,	PUNCT
bioscience-119	279	10	lazaridis	lazaridis	NOUN
bioscience-119	279	11	p	p	NOUN
bioscience-119	279	12	,	,	PUNCT
bioscience-119	279	13	zaharis	zaharis	PROPN
bioscience-119	279	14	z	z	PROPN
bioscience-119	279	15	,	,	PUNCT
bioscience-119	279	16	kampitaki	kampitaki	PROPN
bioscience-119	279	17	d	d	PROPN
bioscience-119	279	18	,	,	PUNCT
bioscience-119	279	19	tryfon	tryfon	PROPN
bioscience-119	279	20	g.	g.	PROPN
bioscience-119	279	21	automated	automate	VERB
bioscience-119	279	22	malignant	malignant	ADJ
bioscience-119	279	23	melanoma	melanoma	NOUN
bioscience-119	279	24	detection	detection	NOUN
bioscience-119	279	25	using	use	VERB
bioscience-119	279	26	matlab	matlab	PROPN
bioscience-119	279	27	.	.	PUNCT
bioscience-119	279	28	inproc	inproc	PROPN
bioscience-119	279	29	.	.	PUNCT
bioscience-119	280	1	fifth	fifth	ADJ
bioscience-119	280	2	int	int	NOUN
bioscience-119	280	3	.	.	PUNCT
bioscience-119	280	4	conf	conf	NOUN
bioscience-119	280	5	.	.	PUNCT
bioscience-119	281	1	on	on	ADP
bioscience-119	281	2	data	data	NOUN
bioscience-119	281	3	networks	network	NOUN
bioscience-119	281	4	,	,	PUNCT
bioscience-119	281	5	communications	communication	NOUN
bioscience-119	281	6	and	and	CCONJ
bioscience-119	281	7	computers	computer	NOUN
bioscience-119	281	8	,	,	PUNCT
bioscience-119	281	9	bucharest	buchar	ADJ
bioscience-119	281	10	,	,	PUNCT
bioscience-119	281	11	romania	romania	PROPN
bioscience-119	281	12	2006	2006	NUM
bioscience-119	281	13	oct	oct	NOUN
bioscience-119	281	14	16	16	NUM
bioscience-119	281	15	.	.	PUNCT
bioscience-119	282	1	33	33	NUM
bioscience-119	282	2	.	.	PUNCT
bioscience-119	283	1	iqbal	iqbal	PROPN
bioscience-119	283	2	s	s	PROPN
bioscience-119	283	3	,	,	PUNCT
bioscience-119	283	4	sophia	sophia	PROPN
bioscience-119	283	5	m	m	PROPN
bioscience-119	283	6	,	,	PUNCT
bioscience-119	283	7	divyashree	divyashree	PROPN
bioscience-119	283	8	ja	ja	PROPN
bioscience-119	283	9	,	,	PUNCT
bioscience-119	283	10	mundas	mundas	PROPN
bioscience-119	283	11	m	m	PROPN
bioscience-119	283	12	,	,	PUNCT
bioscience-119	283	13	vidya	vidya	PROPN
bioscience-119	283	14	r.	r.	PROPN
bioscience-119	283	15	implementation	implementation	NOUN
bioscience-119	283	16	of	of	ADP
bioscience-119	283	17	stolzs	stolzs	PROPN
bioscience-119	283	18	algorithm	algorithm	NOUN
bioscience-119	283	19	for	for	ADP
bioscience-119	283	20	melanoma	melanoma	NOUN
bioscience-119	283	21	detection	detection	NOUN
bioscience-119	283	22	.	.	PUNCT
bioscience-119	284	1	international	international	ADJ
bioscience-119	284	2	advanced	advanced	ADJ
bioscience-119	284	3	research	research	NOUN
bioscience-119	284	4	journal	journal	NOUN
bioscience-119	284	5	in	in	ADP
bioscience-119	284	6	science	science	NOUN
bioscience-119	284	7	,	,	PUNCT
bioscience-119	284	8	engineering	engineering	NOUN
bioscience-119	284	9	and	and	CCONJ
bioscience-119	284	10	technology	technology	NOUN
bioscience-119	284	11	.	.	PUNCT
bioscience-119	285	1	2015;2(6):9	2015;2(6):9	PROPN
bioscience-119	285	2	-	-	PUNCT
bioscience-119	285	3	12	12	NUM
bioscience-119	285	4	.	.	PUNCT
bioscience-119	286	1	highlights	highlight	NOUN
bioscience-119	286	2	in	in	ADP
bioscience-119	286	3	bioscience	bioscience	NOUN
bioscience-119	286	4	page	page	NOUN
bioscience-119	286	5	6	6	NUM
bioscience-119	286	6	of	of	ADP
bioscience-119	286	7	7	7	NUM
bioscience-119	286	8	august	august	PROPN
bioscience-119	286	9	2021|volume	2021|volume	NUM
bioscience-119	286	10	4	4	NUM
bioscience-119	286	11	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	286	12	khezri	khezri	PROPN
bioscience-119	286	13	et	et	PROPN
bioscience-119	286	14	al	al	PROPN
bioscience-119	286	15	.	.	PROPN
bioscience-119	286	16	,	,	PUNCT
bioscience-119	286	17	2021	2021	NUM
bioscience-119	286	18	ann	ann	NOUN
bioscience-119	286	19	-	-	PUNCT
bioscience-119	286	20	based	base	VERB
bioscience-119	286	21	diagnosis	diagnosis	NOUN
bioscience-119	286	22	method	method	NOUN
bioscience-119	286	23	for	for	ADP
bioscience-119	286	24	skin	skin	NOUN
bioscience-119	286	25	cancers	cancer	NOUN
bioscience-119	286	26	using	use	VERB
bioscience-119	286	27	dermoscopic	dermoscopic	ADJ
bioscience-119	286	28	images	image	NOUN
bioscience-119	286	29	34	34	NUM
bioscience-119	286	30	.	.	PUNCT
bioscience-119	287	1	stolz	stolz	PROPN
bioscience-119	287	2	w.	w.	PROPN
bioscience-119	287	3	abcd	abcd	PROPN
bioscience-119	287	4	rule	rule	NOUN
bioscience-119	287	5	of	of	ADP
bioscience-119	287	6	dermatoscopy	dermatoscopy	NOUN
bioscience-119	287	7	:	:	PUNCT
bioscience-119	287	8	a	a	DET
bioscience-119	287	9	new	new	ADJ
bioscience-119	287	10	practical	practical	ADJ
bioscience-119	287	11	method	method	NOUN
bioscience-119	287	12	for	for	ADP
bioscience-119	287	13	early	early	ADJ
bioscience-119	287	14	recognition	recognition	NOUN
bioscience-119	287	15	of	of	ADP
bioscience-119	287	16	malignant	malignant	ADJ
bioscience-119	287	17	melanoma	melanoma	NOUN
bioscience-119	287	18	.	.	PUNCT
bioscience-119	288	1	eur	eur	PROPN
bioscience-119	288	2	.	.	PUNCT
bioscience-119	289	1	j.	j.	PROPN
bioscience-119	289	2	dermatol	dermatol	PROPN
bioscience-119	289	3	..	..	PUNCT
bioscience-119	289	4	1994;4:521	1994;4:521	NUM
bioscience-119	289	5	-	-	SYM
bioscience-119	289	6	7	7	NUM
bioscience-119	289	7	.	.	NOUN
bioscience-119	289	8	35	35	NUM
bioscience-119	289	9	.	.	PUNCT
bioscience-119	290	1	ahnlide	ahnlide	PROPN
bioscience-119	290	2	i	i	PRON
bioscience-119	290	3	,	,	PUNCT
bioscience-119	290	4	bjellerup	bjellerup	PROPN
bioscience-119	290	5	m	m	PROPN
bioscience-119	290	6	,	,	PUNCT
bioscience-119	290	7	nilsson	nilsson	PROPN
bioscience-119	290	8	f	f	PROPN
bioscience-119	290	9	,	,	PUNCT
bioscience-119	290	10	nielsen	nielsen	PROPN
bioscience-119	290	11	k.	k.	PROPN
bioscience-119	290	12	validity	validity	PROPN
bioscience-119	290	13	of	of	ADP
bioscience-119	290	14	abcd	abcd	PROPN
bioscience-119	290	15	rule	rule	NOUN
bioscience-119	290	16	of	of	ADP
bioscience-119	290	17	dermoscopy	dermoscopy	NOUN
bioscience-119	290	18	in	in	ADP
bioscience-119	290	19	clinical	clinical	ADJ
bioscience-119	290	20	practice	practice	NOUN
bioscience-119	290	21	.	.	PUNCT
bioscience-119	291	1	acta	acta	PROPN
bioscience-119	291	2	dermato	dermato	PROPN
bioscience-119	291	3	-	-	PUNCT
bioscience-119	291	4	venereologica	venereologica	NOUN
bioscience-119	291	5	.	.	PUNCT
bioscience-119	292	1	2016	2016	NUM
bioscience-119	292	2	mar	mar	PROPN
bioscience-119	292	3	1;96(3):367	1;96(3):367	PROPN
bioscience-119	292	4	-	-	SYM
bioscience-119	292	5	72	72	NUM
bioscience-119	292	6	.	.	PUNCT
bioscience-119	292	7	36	36	NUM
bioscience-119	292	8	.	.	PUNCT
bioscience-119	293	1	bareiro	bareiro	PROPN
bioscience-119	293	2	paniagua	paniagua	INTJ
bioscience-119	293	3	lr	lr	INTJ
bioscience-119	293	4	,	,	PUNCT
bioscience-119	293	5	leguizamón	leguizamón	PROPN
bioscience-119	293	6	correa	correa	PROPN
bioscience-119	293	7	dn	dn	PROPN
bioscience-119	293	8	,	,	PUNCT
bioscience-119	293	9	pinto	pinto	NOUN
bioscience-119	293	10	-	-	PUNCT
bioscience-119	293	11	roa	roa	NOUN
bioscience-119	293	12	dp	dp	NOUN
bioscience-119	293	13	,	,	PUNCT
bioscience-119	293	14	vázquez	vázquez	ADJ
bioscience-119	293	15	noguera	noguera	NOUN
bioscience-119	293	16	jl	jl	PROPN
bioscience-119	293	17	,	,	PUNCT
bioscience-119	293	18	salgueiro	salgueiro	PROPN
bioscience-119	293	19	toledo	toledo	PROPN
bioscience-119	293	20	la	la	PROPN
bioscience-119	293	21	.	.	PUNCT
bioscience-119	294	1	computerized	computerized	ADJ
bioscience-119	294	2	medical	medical	ADJ
bioscience-119	294	3	diagnosis	diagnosis	NOUN
bioscience-119	294	4	of	of	ADP
bioscience-119	294	5	melanocytic	melanocytic	ADJ
bioscience-119	294	6	lesions	lesion	NOUN
bioscience-119	294	7	based	base	VERB
bioscience-119	294	8	on	on	ADP
bioscience-119	294	9	the	the	DET
bioscience-119	294	10	abcd	abcd	PROPN
bioscience-119	294	11	approach	approach	NOUN
bioscience-119	294	12	.	.	PUNCT
bioscience-119	295	1	clei	clei	PROPN
bioscience-119	295	2	electronic	electronic	ADJ
bioscience-119	295	3	journal	journal	NOUN
bioscience-119	295	4	.	.	PUNCT
bioscience-119	296	1	2016	2016	NUM
bioscience-119	296	2	aug;19(2):6-	aug;19(2):6-	PROPN
bioscience-119	296	3	.	.	PUNCT
bioscience-119	297	1	37	37	NUM
bioscience-119	297	2	.	.	PUNCT
bioscience-119	298	1	shih	shih	PROPN
bioscience-119	298	2	ty	ty	PROPN
bioscience-119	298	3	.	.	PUNCT
bioscience-119	299	1	the	the	DET
bioscience-119	299	2	reversibility	reversibility	NOUN
bioscience-119	299	3	of	of	ADP
bioscience-119	299	4	six	six	NUM
bioscience-119	299	5	geometric	geometric	ADJ
bioscience-119	299	6	color	color	NOUN
bioscience-119	299	7	spaces	space	NOUN
bioscience-119	299	8	.	.	PUNCT
bioscience-119	300	1	photogrammetric	photogrammetric	ADJ
bioscience-119	300	2	engineering	engineering	NOUN
bioscience-119	300	3	and	and	CCONJ
bioscience-119	300	4	remote	remote	ADJ
bioscience-119	300	5	sensing	sensing	NOUN
bioscience-119	300	6	.	.	PUNCT
bioscience-119	301	1	1995	1995	NUM
bioscience-119	301	2	oct;61(10	oct;61(10	NOUN
bioscience-119	301	3	)	)	PUNCT
bioscience-119	301	4	:	:	PUNCT
bioscience-119	301	5	1223	1223	NUM
bioscience-119	301	6	-	-	SYM
bioscience-119	301	7	32	32	NUM
bioscience-119	301	8	.	.	PUNCT
bioscience-119	302	1	38	38	NUM
bioscience-119	302	2	.	.	PUNCT
bioscience-119	303	1	mirzaalian	mirzaalian	PROPN
bioscience-119	303	2	h	h	PROPN
bioscience-119	303	3	,	,	PUNCT
bioscience-119	303	4	lee	lee	PROPN
bioscience-119	303	5	tk	tk	PROPN
bioscience-119	303	6	,	,	PUNCT
bioscience-119	303	7	hamarneh	hamarneh	PROPN
bioscience-119	303	8	g.	g.	PROPN
bioscience-119	303	9	learning	learning	PROPN
bioscience-119	303	10	features	feature	VERB
bioscience-119	303	11	for	for	ADP
bioscience-119	303	12	streak	streak	ADJ
bioscience-119	303	13	detection	detection	NOUN
bioscience-119	303	14	in	in	ADP
bioscience-119	303	15	dermoscopic	dermoscopic	ADJ
bioscience-119	303	16	color	color	NOUN
bioscience-119	303	17	images	image	NOUN
bioscience-119	303	18	using	use	VERB
bioscience-119	303	19	localized	localize	VERB
bioscience-119	303	20	radial	radial	ADJ
bioscience-119	303	21	flux	flux	NOUN
bioscience-119	303	22	of	of	ADP
bioscience-119	303	23	principal	principal	ADJ
bioscience-119	303	24	intensity	intensity	NOUN
bioscience-119	303	25	curvature	curvature	NOUN
bioscience-119	303	26	.	.	PUNCT
bioscience-119	304	1	proc	proc	NOUN
bioscience-119	304	2	.	.	PUNCT
bioscience-119	305	1	ieee	ieee	NOUN
bioscience-119	305	2	workshop	workshop	NOUN
bioscience-119	305	3	math	math	NOUN
bioscience-119	305	4	.	.	PUNCT
bioscience-119	306	1	methods	method	NOUN
bioscience-119	306	2	biomed	biome	VERB
bioscience-119	306	3	.	.	PUNCT
bioscience-119	307	1	image	image	NOUN
bioscience-119	307	2	anal	anal	NOUN
bioscience-119	307	3	,	,	PUNCT
bioscience-119	307	4	2012	2012	NUM
bioscience-119	307	5	.	.	PUNCT
bioscience-119	308	1	39	39	NUM
bioscience-119	308	2	.	.	PUNCT
bioscience-119	309	1	aswin	aswin	PROPN
bioscience-119	309	2	rb	rb	PROPN
bioscience-119	309	3	,	,	PUNCT
bioscience-119	309	4	jaleel	jaleel	PROPN
bioscience-119	309	5	ja	ja	PROPN
bioscience-119	309	6	,	,	PUNCT
bioscience-119	309	7	salim	salim	PROPN
bioscience-119	309	8	s.	s.	PROPN
bioscience-119	309	9	implementation	implementation	PROPN
bioscience-119	309	10	of	of	ADP
bioscience-119	309	11	ann	ann	PROPN
bioscience-119	309	12	classifier	classifier	NOUN
bioscience-119	309	13	using	use	VERB
bioscience-119	309	14	matlab	matlab	PROPN
bioscience-119	309	15	for	for	ADP
bioscience-119	309	16	skin	skin	NOUN
bioscience-119	309	17	cancer	cancer	NOUN
bioscience-119	309	18	detection	detection	NOUN
bioscience-119	309	19	.	.	PUNCT
bioscience-119	310	1	international	international	ADJ
bioscience-119	310	2	journal	journal	NOUN
bioscience-119	310	3	of	of	ADP
bioscience-119	310	4	computer	computer	NOUN
bioscience-119	310	5	science	science	NOUN
bioscience-119	310	6	and	and	CCONJ
bioscience-119	310	7	mobile	mobile	NOUN
bioscience-119	310	8	computing	computing	NOUN
bioscience-119	310	9	.	.	PUNCT
bioscience-119	311	1	2013	2013	NUM
bioscience-119	311	2	dec;1002:8794	dec;1002:8794	NOUN
bioscience-119	311	3	.	.	PUNCT
bioscience-119	312	1	40	40	NUM
bioscience-119	312	2	.	.	PUNCT
bioscience-119	313	1	messadi	messadi	PROPN
bioscience-119	313	2	m	m	PROPN
bioscience-119	313	3	,	,	PUNCT
bioscience-119	313	4	cherifi	cherifi	PROPN
bioscience-119	313	5	h	h	NOUN
bioscience-119	313	6	,	,	PUNCT
bioscience-119	313	7	bessaid	bessaid	VERB
bioscience-119	313	8	a.	a.	NOUN
bioscience-119	313	9	segmentation	segmentation	NOUN
bioscience-119	313	10	and	and	CCONJ
bioscience-119	313	11	abcd	abcd	PROPN
bioscience-119	313	12	rule	rule	NOUN
bioscience-119	313	13	extraction	extraction	NOUN
bioscience-119	313	14	for	for	ADP
bioscience-119	313	15	skin	skin	NOUN
bioscience-119	313	16	tumors	tumor	NOUN
bioscience-119	313	17	classification	classification	NOUN
bioscience-119	313	18	.	.	PUNCT
bioscience-119	314	1	arxiv	arxiv	PROPN
bioscience-119	314	2	preprint	preprint	NOUN
bioscience-119	314	3	arxiv	arxiv	PROPN
bioscience-119	314	4	:	:	PUNCT
bioscience-119	314	5	2106.04372	2106.04372	NUM
bioscience-119	314	6	.	.	PROPN
bioscience-119	314	7	2021	2021	NUM
bioscience-119	314	8	jun	jun	PROPN
bioscience-119	314	9	8	8	NUM
bioscience-119	314	10	.	.	X
bioscience-119	314	11	41	41	NUM
bioscience-119	314	12	.	.	PUNCT
bioscience-119	315	1	santiago	santiago	PROPN
bioscience-119	315	2	-	-	PUNCT
bioscience-119	315	3	montero	montero	PROPN
bioscience-119	315	4	r	r	PROPN
bioscience-119	315	5	,	,	PUNCT
bioscience-119	315	6	asael	asael	PROPN
bioscience-119	315	7	d	d	PROPN
bioscience-119	315	8	,	,	PUNCT
bioscience-119	315	9	hernandez	hernandez	PROPN
bioscience-119	315	10	g.	g.	PROPN
bioscience-119	315	11	border	border	PROPN
bioscience-119	315	12	and	and	CCONJ
bioscience-119	315	13	asymmetry	asymmetry	NOUN
bioscience-119	315	14	measuring	measuring	NOUN
bioscience-119	315	15	of	of	ADP
bioscience-119	315	16	skin	skin	NOUN
bioscience-119	315	17	lesion	lesion	NOUN
bioscience-119	315	18	for	for	ADP
bioscience-119	315	19	diagnostic	diagnostic	NOUN
bioscience-119	315	20	of	of	ADP
bioscience-119	315	21	melanoma	melanoma	NOUN
bioscience-119	315	22	using	use	VERB
bioscience-119	315	23	a	a	DET
bioscience-119	315	24	perimeter	perimeter	NOUN
bioscience-119	315	25	ratio	ratio	NOUN
bioscience-119	315	26	.	.	PUNCT
bioscience-119	316	1	asian	asian	PROPN
bioscience-119	316	2	j	j	PROPN
bioscience-119	316	3	comput	comput	PROPN
bioscience-119	316	4	sci	sci	PROPN
bioscience-119	316	5	and	and	CCONJ
bioscience-119	316	6	inf	inf	PROPN
bioscience-119	316	7	technol	technol	NOUN
bioscience-119	316	8	.	.	PUNCT
bioscience-119	316	9	2016;6(2	2016;6(2	NUM
bioscience-119	316	10	)	)	PUNCT
bioscience-119	316	11	.	.	PUNCT
bioscience-119	317	1	42	42	NUM
bioscience-119	317	2	.	.	PUNCT
bioscience-119	318	1	jaleel	jaleel	PROPN
bioscience-119	318	2	ja	ja	PROPN
bioscience-119	318	3	,	,	PUNCT
bioscience-119	318	4	salim	salim	PROPN
bioscience-119	318	5	s	s	PROPN
bioscience-119	318	6	,	,	PUNCT
bioscience-119	318	7	aswin	aswin	ADJ
bioscience-119	318	8	rb	rb	NOUN
bioscience-119	318	9	.	.	PUNCT
bioscience-119	318	10	artificial	artificial	ADJ
bioscience-119	318	11	neural	neural	ADJ
bioscience-119	318	12	network	network	NOUN
bioscience-119	318	13	based	base	VERB
bioscience-119	318	14	detection	detection	NOUN
bioscience-119	318	15	of	of	ADP
bioscience-119	318	16	skin	skin	NOUN
bioscience-119	318	17	cancer	cancer	NOUN
bioscience-119	318	18	.	.	PUNCT
bioscience-119	319	1	international	international	ADJ
bioscience-119	319	2	journal	journal	PROPN
bioscience-119	319	3	of	of	ADP
bioscience-119	319	4	advanced	advanced	ADJ
bioscience-119	319	5	research	research	NOUN
bioscience-119	319	6	in	in	ADP
bioscience-119	319	7	electrical	electrical	ADJ
bioscience-119	319	8	,	,	PUNCT
bioscience-119	319	9	electronics	electronic	NOUN
bioscience-119	319	10	and	and	CCONJ
bioscience-119	319	11	instrumentation	instrumentation	NOUN
bioscience-119	319	12	engineering	engineering	NOUN
bioscience-119	319	13	.	.	PUNCT
bioscience-119	320	1	2012	2012	NUM
bioscience-119	320	2	sep;1(3	sep;1(3	NOUN
bioscience-119	320	3	)	)	PUNCT
bioscience-119	320	4	.	.	PUNCT
bioscience-119	321	1	43	43	NUM
bioscience-119	321	2	.	.	PUNCT
bioscience-119	322	1	ahmed	ahmed	PROPN
bioscience-119	322	2	k	k	PROPN
bioscience-119	322	3	,	,	PUNCT
bioscience-119	322	4	jesmin	jesmin	PROPN
bioscience-119	322	5	t	t	PROPN
bioscience-119	322	6	,	,	PUNCT
bioscience-119	322	7	rahman	rahman	PROPN
bioscience-119	322	8	mz	mz	PROPN
bioscience-119	322	9	.	.	PROPN
bioscience-119	323	1	early	early	ADJ
bioscience-119	323	2	prevention	prevention	NOUN
bioscience-119	323	3	and	and	CCONJ
bioscience-119	323	4	detection	detection	NOUN
bioscience-119	323	5	of	of	ADP
bioscience-119	323	6	skin	skin	NOUN
bioscience-119	323	7	cancer	cancer	NOUN
bioscience-119	323	8	risk	risk	NOUN
bioscience-119	323	9	using	use	VERB
bioscience-119	323	10	data	datum	NOUN
bioscience-119	323	11	mining	mining	NOUN
bioscience-119	323	12	.	.	PUNCT
bioscience-119	324	1	international	international	ADJ
bioscience-119	324	2	journal	journal	PROPN
bioscience-119	324	3	of	of	ADP
bioscience-119	324	4	computer	computer	NOUN
bioscience-119	324	5	applications	application	NOUN
bioscience-119	324	6	.	.	PUNCT
bioscience-119	325	1	2013	2013	NUM
bioscience-119	325	2	jan	jan	NOUN
bioscience-119	325	3	1;62(4	1;62(4	NUM
bioscience-119	325	4	)	)	PUNCT
bioscience-119	325	5	.	.	PUNCT
bioscience-119	326	1	44	44	NUM
bioscience-119	326	2	.	.	PUNCT
bioscience-119	327	1	thirumavalavann	thirumavalavann	PROPN
bioscience-119	327	2	s	s	PROPN
bioscience-119	327	3	,	,	PUNCT
bioscience-119	327	4	jayaraman	jayaraman	PROPN
bioscience-119	327	5	s.	s.	PROPN
bioscience-119	327	6	ann	ann	PROPN
bioscience-119	327	7	based	base	VERB
bioscience-119	327	8	computer	computer	NOUN
bioscience-119	327	9	aided	aid	VERB
bioscience-119	327	10	diagnosis	diagnosis	NOUN
bioscience-119	327	11	and	and	CCONJ
bioscience-119	327	12	classification	classification	NOUN
bioscience-119	327	13	of	of	ADP
bioscience-119	327	14	skin	skin	NOUN
bioscience-119	327	15	cancers	cancer	NOUN
bioscience-119	327	16	.	.	PUNCT
bioscience-119	328	1	power	power	NOUN
bioscience-119	328	2	and	and	CCONJ
bioscience-119	328	3	computing	computing	NOUN
bioscience-119	328	4	technologies	technology	NOUN
bioscience-119	328	5	.	.	PUNCT
bioscience-119	329	1	2017;12(4).pp1137	2017;12(4).pp1137	NUM
bioscience-119	329	2	-	-	NOUN
bioscience-119	329	3	1142	1142	NUM
bioscience-119	329	4	.	.	PUNCT
bioscience-119	330	1	45	45	NUM
bioscience-119	330	2	.	.	PUNCT
bioscience-119	331	1	alam	alam	PROPN
bioscience-119	331	2	fi	fi	PROPN
bioscience-119	331	3	,	,	PUNCT
bioscience-119	331	4	faruqui	faruqui	PROPN
bioscience-119	331	5	ru	ru	PROPN
bioscience-119	331	6	.	.	PROPN
bioscience-119	331	7	optimized	optimize	VERB
bioscience-119	331	8	calculations	calculation	NOUN
bioscience-119	331	9	of	of	ADP
bioscience-119	331	10	haralick	haralick	NOUN
bioscience-119	331	11	texture	texture	NOUN
bioscience-119	331	12	features	feature	NOUN
bioscience-119	331	13	.	.	PUNCT
bioscience-119	332	1	european	european	ADJ
bioscience-119	332	2	journal	journal	PROPN
bioscience-119	332	3	of	of	ADP
bioscience-119	332	4	scientific	scientific	ADJ
bioscience-119	332	5	research	research	NOUN
bioscience-119	332	6	.	.	PUNCT
bioscience-119	333	1	2011	2011	NUM
bioscience-119	333	2	mar	mar	PROPN
bioscience-119	333	3	1;50(4):543	1;50(4):543	NUM
bioscience-119	333	4	-	-	SYM
bioscience-119	333	5	53	53	NUM
bioscience-119	333	6	.	.	PUNCT
bioscience-119	333	7	46	46	NUM
bioscience-119	333	8	.	.	PUNCT
bioscience-119	334	1	codella	codella	PROPN
bioscience-119	334	2	nc	nc	PROPN
bioscience-119	334	3	,	,	PUNCT
bioscience-119	334	4	gutman	gutman	PROPN
bioscience-119	334	5	d	d	PROPN
bioscience-119	334	6	,	,	PUNCT
bioscience-119	334	7	celebi	celebi	VERB
bioscience-119	334	8	me	i	PRON
bioscience-119	334	9	,	,	PUNCT
bioscience-119	334	10	helba	helba	PROPN
bioscience-119	334	11	b	b	PROPN
bioscience-119	334	12	,	,	PUNCT
bioscience-119	334	13	marchetti	marchetti	PROPN
bioscience-119	334	14	ma	ma	PROPN
bioscience-119	334	15	,	,	PUNCT
bioscience-119	334	16	dusza	dusza	PROPN
bioscience-119	334	17	sw	sw	PROPN
bioscience-119	334	18	,	,	PUNCT
bioscience-119	334	19	kalloo	kalloo	VERB
bioscience-119	334	20	a	a	DET
bioscience-119	334	21	,	,	PUNCT
bioscience-119	334	22	liopyris	liopyris	PROPN
bioscience-119	334	23	k	k	PROPN
bioscience-119	334	24	,	,	PUNCT
bioscience-119	334	25	mishra	mishra	PROPN
bioscience-119	334	26	n	n	CCONJ
bioscience-119	334	27	,	,	PUNCT
bioscience-119	334	28	kittler	kittler	NOUN
bioscience-119	334	29	h	h	NOUN
bioscience-119	334	30	,	,	PUNCT
bioscience-119	334	31	halpern	halpern	PROPN
bioscience-119	334	32	a.	a.	NOUN
bioscience-119	334	33	skin	skin	NOUN
bioscience-119	334	34	lesion	lesion	NOUN
bioscience-119	334	35	analysis	analysis	NOUN
bioscience-119	334	36	toward	toward	ADP
bioscience-119	334	37	melanoma	melanoma	NOUN
bioscience-119	334	38	detection	detection	NOUN
bioscience-119	334	39	:	:	PUNCT
bioscience-119	334	40	a	a	DET
bioscience-119	334	41	challenge	challenge	NOUN
bioscience-119	334	42	at	at	ADP
bioscience-119	334	43	the	the	DET
bioscience-119	334	44	2017	2017	NUM
bioscience-119	334	45	international	international	ADJ
bioscience-119	334	46	symposium	symposium	NOUN
bioscience-119	334	47	on	on	ADP
bioscience-119	334	48	biomedical	biomedical	ADJ
bioscience-119	334	49	imaging	imaging	NOUN
bioscience-119	334	50	(	(	PUNCT
bioscience-119	334	51	isbi	isbi	NOUN
bioscience-119	334	52	)	)	PUNCT
bioscience-119	334	53	,	,	PUNCT
bioscience-119	334	54	hosted	host	VERB
bioscience-119	334	55	by	by	ADP
bioscience-119	334	56	the	the	DET
bioscience-119	334	57	international	international	ADJ
bioscience-119	334	58	skin	skin	NOUN
bioscience-119	334	59	imaging	imaging	NOUN
bioscience-119	334	60	collaboration	collaboration	NOUN
bioscience-119	334	61	(	(	PUNCT
bioscience-119	334	62	isic	isic	NOUN
bioscience-119	334	63	)	)	PUNCT
bioscience-119	334	64	.	.	PUNCT
bioscience-119	335	1	in2018	in2018	PROPN
bioscience-119	335	2	ieee	ieee	PROPN
bioscience-119	335	3	15th	15th	PROPN
bioscience-119	335	4	international	international	ADJ
bioscience-119	335	5	symposium	symposium	NOUN
bioscience-119	335	6	on	on	ADP
bioscience-119	335	7	biomedical	biomedical	ADJ
bioscience-119	335	8	imaging	imaging	NOUN
bioscience-119	335	9	(	(	PUNCT
bioscience-119	335	10	isbi	isbi	NOUN
bioscience-119	335	11	2018	2018	NUM
bioscience-119	335	12	)	)	PUNCT
bioscience-119	335	13	2018	2018	NUM
bioscience-119	335	14	apr	apr	NOUN
bioscience-119	335	15	4	4	NUM
bioscience-119	335	16	(	(	PUNCT
bioscience-119	335	17	pp	pp	ADJ
bioscience-119	335	18	.	.	PUNCT
bioscience-119	336	1	168	168	NUM
bioscience-119	336	2	-	-	SYM
bioscience-119	336	3	172	172	NUM
bioscience-119	336	4	)	)	PUNCT
bioscience-119	336	5	.	.	PUNCT
bioscience-119	337	1	ieee	ieee	PROPN
bioscience-119	337	2	.	.	PUNCT
bioscience-119	338	1	47	47	NUM
bioscience-119	338	2	.	.	PUNCT
bioscience-119	339	1	pennisi	pennisi	VERB
bioscience-119	339	2	a	a	DET
bioscience-119	339	3	,	,	PUNCT
bioscience-119	339	4	bloisi	bloisi	PROPN
bioscience-119	339	5	dd	dd	PROPN
bioscience-119	339	6	,	,	PUNCT
bioscience-119	339	7	nardi	nardi	PROPN
bioscience-119	339	8	d	d	PROPN
bioscience-119	339	9	,	,	PUNCT
bioscience-119	339	10	giampetruzzi	giampetruzzi	PROPN
bioscience-119	339	11	ar	ar	PROPN
bioscience-119	339	12	,	,	PUNCT
bioscience-119	339	13	mondino	mondino	PROPN
bioscience-119	339	14	c	c	NOUN
bioscience-119	339	15	,	,	PUNCT
bioscience-119	339	16	facchiano	facchiano	ADJ
bioscience-119	339	17	a.	a.	NOUN
bioscience-119	339	18	skin	skin	NOUN
bioscience-119	339	19	lesion	lesion	NOUN
bioscience-119	339	20	image	image	NOUN
bioscience-119	339	21	segmentation	segmentation	NOUN
bioscience-119	339	22	using	use	VERB
bioscience-119	339	23	delaunay	delaunay	PROPN
bioscience-119	339	24	triangulation	triangulation	NOUN
bioscience-119	339	25	for	for	ADP
bioscience-119	339	26	melanoma	melanoma	NOUN
bioscience-119	339	27	detection	detection	NOUN
bioscience-119	339	28	.	.	PUNCT
bioscience-119	340	1	computerized	computerized	ADJ
bioscience-119	340	2	medical	medical	ADJ
bioscience-119	340	3	imaging	imaging	NOUN
bioscience-119	340	4	and	and	CCONJ
bioscience-119	340	5	graphics	graphic	NOUN
bioscience-119	340	6	.	.	PUNCT
bioscience-119	341	1	2016	2016	NUM
bioscience-119	341	2	sep	sep	NOUN
bioscience-119	341	3	1;52:89	1;52:89	PROPN
bioscience-119	341	4	-	-	SYM
bioscience-119	341	5	103	103	NUM
bioscience-119	341	6	.	.	PUNCT
bioscience-119	342	1	48	48	NUM
bioscience-119	342	2	.	.	PUNCT
bioscience-119	343	1	fan	fan	PROPN
bioscience-119	343	2	h	h	PROPN
bioscience-119	343	3	,	,	PUNCT
bioscience-119	343	4	xie	xie	PROPN
bioscience-119	343	5	f	f	PROPN
bioscience-119	343	6	,	,	PUNCT
bioscience-119	343	7	li	li	PROPN
bioscience-119	343	8	y	y	PROPN
bioscience-119	343	9	,	,	PUNCT
bioscience-119	343	10	jiang	jiang	PROPN
bioscience-119	343	11	z	z	PROPN
bioscience-119	343	12	,	,	PUNCT
bioscience-119	343	13	liu	liu	PROPN
bioscience-119	343	14	j.	j.	PROPN
bioscience-119	343	15	automatic	automatic	ADJ
bioscience-119	343	16	segmentation	segmentation	NOUN
bioscience-119	343	17	of	of	ADP
bioscience-119	343	18	dermoscopy	dermoscopy	NOUN
bioscience-119	343	19	images	image	NOUN
bioscience-119	343	20	using	use	VERB
bioscience-119	343	21	saliency	saliency	NOUN
bioscience-119	343	22	combined	combine	VERB
bioscience-119	343	23	with	with	ADP
bioscience-119	343	24	otsu	otsu	ADJ
bioscience-119	343	25	threshold	threshold	NOUN
bioscience-119	343	26	.	.	PUNCT
bioscience-119	344	1	computers	computer	NOUN
bioscience-119	344	2	in	in	ADP
bioscience-119	344	3	biology	biology	NOUN
bioscience-119	344	4	and	and	CCONJ
bioscience-119	344	5	medicine	medicine	NOUN
bioscience-119	344	6	.	.	PUNCT
bioscience-119	345	1	2017	2017	NUM
bioscience-119	345	2	jun	jun	PROPN
bioscience-119	345	3	1;85:75	1;85:75	PROPN
bioscience-119	345	4	-	-	PUNCT
bioscience-119	345	5	85	85	NUM
bioscience-119	345	6	.	.	NUM
bioscience-119	345	7	49	49	NUM
bioscience-119	345	8	.	.	PUNCT
bioscience-119	346	1	jahanifar	jahanifar	PROPN
bioscience-119	346	2	m	m	PROPN
bioscience-119	346	3	,	,	PUNCT
bioscience-119	346	4	tajeddin	tajeddin	VERB
bioscience-119	346	5	nz	nz	PROPN
bioscience-119	346	6	,	,	PUNCT
bioscience-119	346	7	asl	asl	PROPN
bioscience-119	346	8	bm	bm	PROPN
bioscience-119	346	9	,	,	PUNCT
bioscience-119	346	10	gooya	gooya	PROPN
bioscience-119	346	11	a.	a.	NOUN
bioscience-119	346	12	supervised	supervise	VERB
bioscience-119	346	13	saliency	saliency	NOUN
bioscience-119	346	14	map	map	NOUN
bioscience-119	346	15	driven	drive	VERB
bioscience-119	346	16	segmentation	segmentation	NOUN
bioscience-119	346	17	of	of	ADP
bioscience-119	346	18	lesions	lesion	NOUN
bioscience-119	346	19	in	in	ADP
bioscience-119	346	20	dermoscopic	dermoscopic	ADJ
bioscience-119	346	21	images	image	NOUN
bioscience-119	346	22	.	.	PUNCT
bioscience-119	347	1	ieee	ieee	PROPN
bioscience-119	347	2	journal	journal	PROPN
bioscience-119	347	3	of	of	ADP
bioscience-119	347	4	biomedical	biomedical	ADJ
bioscience-119	347	5	and	and	CCONJ
bioscience-119	347	6	health	health	NOUN
bioscience-119	347	7	informatics	informatic	NOUN
bioscience-119	347	8	.	.	PUNCT
bioscience-119	348	1	2018	2018	NUM
bioscience-119	348	2	may	may	AUX
bioscience-119	348	3	22	22	NUM
bioscience-119	348	4	;	;	PUNCT
bioscience-119	348	5	23(2):509	23(2):509	NUM
bioscience-119	348	6	-	-	SYM
bioscience-119	348	7	18	18	NUM
bioscience-119	348	8	.	.	NOUN
bioscience-119	349	1	50	50	NUM
bioscience-119	349	2	.	.	PUNCT
bioscience-119	350	1	sreelatha	sreelatha	PROPN
bioscience-119	350	2	t	t	PROPN
bioscience-119	350	3	,	,	PUNCT
bioscience-119	350	4	subramanyam	subramanyam	PROPN
bioscience-119	350	5	mv	mv	PROPN
bioscience-119	350	6	,	,	PUNCT
bioscience-119	350	7	prasad	prasad	PROPN
bioscience-119	350	8	mg	mg	PROPN
bioscience-119	350	9	.	.	PUNCT
bioscience-119	351	1	early	early	ADJ
bioscience-119	351	2	detection	detection	NOUN
bioscience-119	351	3	of	of	ADP
bioscience-119	351	4	skin	skin	NOUN
bioscience-119	351	5	cancer	cancer	NOUN
bioscience-119	351	6	using	use	VERB
bioscience-119	351	7	melanoma	melanoma	NOUN
bioscience-119	351	8	segmentation	segmentation	NOUN
bioscience-119	351	9	technique	technique	NOUN
bioscience-119	351	10	.	.	PUNCT
bioscience-119	352	1	journal	journal	NOUN
bioscience-119	352	2	of	of	ADP
bioscience-119	352	3	medical	medical	ADJ
bioscience-119	352	4	systems	system	NOUN
bioscience-119	352	5	.	.	PUNCT
bioscience-119	353	1	2019	2019	NUM
bioscience-119	353	2	jul;43(7):1	jul;43(7):1	ADV
bioscience-119	353	3	-	-	PUNCT
bioscience-119	353	4	7	7	NUM
bioscience-119	353	5	.	.	PUNCT
bioscience-119	353	6	highlights	highlight	NOUN
bioscience-119	353	7	in	in	ADP
bioscience-119	353	8	bioscience	bioscience	NOUN
bioscience-119	353	9	page	page	NOUN
bioscience-119	353	10	7	7	NUM
bioscience-119	353	11	of	of	ADP
bioscience-119	353	12	7	7	NUM
bioscience-119	353	13	august	august	PROPN
bioscience-119	353	14	2021|volume	2021|volume	NUM
bioscience-119	353	15	4	4	NUM
bioscience-119	353	16	http://bioscience.highlightsin.org/	http://bioscience.highlightsin.org/	NOUN
bioscience-119	353	17	abstract	abstract	ADJ
bioscience-119	353	18	introduction	introduction	NOUN
bioscience-119	353	19	materials	material	NOUN
bioscience-119	353	20	and	and	CCONJ
bioscience-119	353	21	methods	method	NOUN
bioscience-119	353	22	properties	property	NOUN
bioscience-119	353	23	used	use	VERB
bioscience-119	353	24	to	to	PART
bioscience-119	353	25	characterize	characterize	VERB
bioscience-119	353	26	the	the	DET
bioscience-119	353	27	asymmetry	asymmetry	NOUN
bioscience-119	353	28	of	of	ADP
bioscience-119	353	29	the	the	DET
bioscience-119	353	30	lesion	lesion	NOUN
bioscience-119	353	31	features	feature	NOUN
bioscience-119	353	32	used	use	VERB
bioscience-119	353	33	for	for	ADP
bioscience-119	353	34	irregular	irregular	ADJ
bioscience-119	353	35	characterization	characterization	NOUN
bioscience-119	353	36	at	at	ADP
bioscience-119	353	37	the	the	DET
bioscience-119	353	38	lesion	lesion	NOUN
bioscience-119	353	39	border	border	NOUN
bioscience-119	353	40	features	feature	NOUN
bioscience-119	353	41	used	use	VERB
bioscience-119	353	42	to	to	PART
bioscience-119	353	43	characterize	characterize	VERB
bioscience-119	353	44	lesion	lesion	NOUN
bioscience-119	353	45	color	color	NOUN
bioscience-119	353	46	variation	variation	NOUN
bioscience-119	353	47	properties	property	NOUN
bioscience-119	353	48	used	use	VERB
bioscience-119	353	49	for	for	ADP
bioscience-119	353	50	diameter	diameter	NOUN
bioscience-119	353	51	characteristics	characteristic	NOUN
bioscience-119	353	52	used	use	VERB
bioscience-119	353	53	to	to	PART
bioscience-119	353	54	characterize	characterize	VERB
bioscience-119	353	55	the	the	DET
bioscience-119	353	56	textural	textural	ADJ
bioscience-119	353	57	variation	variation	NOUN
bioscience-119	353	58	of	of	ADP
bioscience-119	353	59	the	the	DET
bioscience-119	353	60	lesion	lesion	NOUN
bioscience-119	353	61	classification	classification	NOUN
bioscience-119	353	62	diagnosis	diagnosis	NOUN
bioscience-119	353	63	results	result	NOUN
bioscience-119	353	64	and	and	CCONJ
bioscience-119	353	65	discussion	discussion	NOUN
bioscience-119	353	66	references	reference	NOUN