id	sid	tid	token	lemma	pos
american_scientific_journal-2332	1	1	254	254	NUM
american_scientific_journal-2332	1	2	american	american	ADJ
american_scientific_journal-2332	1	3	scientific	scientific	ADJ
american_scientific_journal-2332	1	4	research	research	NOUN
american_scientific_journal-2332	1	5	journal	journal	NOUN
american_scientific_journal-2332	1	6	for	for	ADP
american_scientific_journal-2332	1	7	engineering	engineering	NOUN
american_scientific_journal-2332	1	8	,	,	PUNCT
american_scientific_journal-2332	1	9	technology	technology	NOUN
american_scientific_journal-2332	1	10	,	,	PUNCT
american_scientific_journal-2332	1	11	and	and	CCONJ
american_scientific_journal-2332	1	12	sciences	science	NOUN
american_scientific_journal-2332	1	13	(	(	PUNCT
american_scientific_journal-2332	1	14	asrjets	asrjet	NOUN
american_scientific_journal-2332	1	15	)	)	PUNCT
american_scientific_journal-2332	1	16	issn	issn	PROPN
american_scientific_journal-2332	1	17	(	(	PUNCT
american_scientific_journal-2332	1	18	print	print	NOUN
american_scientific_journal-2332	1	19	)	)	PUNCT
american_scientific_journal-2332	1	20	2313	2313	NUM
american_scientific_journal-2332	1	21	-	-	SYM
american_scientific_journal-2332	1	22	4410	4410	NUM
american_scientific_journal-2332	1	23	,	,	PUNCT
american_scientific_journal-2332	1	24	issn	issn	PROPN
american_scientific_journal-2332	1	25	(	(	PUNCT
american_scientific_journal-2332	1	26	online	online	ADJ
american_scientific_journal-2332	1	27	)	)	PUNCT
american_scientific_journal-2332	1	28	2313	2313	NUM
american_scientific_journal-2332	1	29	-	-	SYM
american_scientific_journal-2332	1	30	4402	4402	NUM
american_scientific_journal-2332	1	31	©	©	PROPN
american_scientific_journal-2332	1	32	global	global	ADJ
american_scientific_journal-2332	1	33	society	society	NOUN
american_scientific_journal-2332	1	34	of	of	ADP
american_scientific_journal-2332	1	35	scientific	scientific	ADJ
american_scientific_journal-2332	1	36	research	research	NOUN
american_scientific_journal-2332	1	37	and	and	CCONJ
american_scientific_journal-2332	1	38	researchers	researcher	NOUN
american_scientific_journal-2332	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-2332	1	40	lung	lung	NOUN
american_scientific_journal-2332	1	41	cancer	cancer	NOUN
american_scientific_journal-2332	1	42	detection	detection	NOUN
american_scientific_journal-2332	1	43	and	and	CCONJ
american_scientific_journal-2332	1	44	analysis	analysis	NOUN
american_scientific_journal-2332	1	45	using	use	VERB
american_scientific_journal-2332	1	46	data	datum	NOUN
american_scientific_journal-2332	1	47	mining	mining	NOUN
american_scientific_journal-2332	1	48	techniques	technique	NOUN
american_scientific_journal-2332	1	49	,	,	PUNCT
american_scientific_journal-2332	1	50	principal	principal	ADJ
american_scientific_journal-2332	1	51	component	component	NOUN
american_scientific_journal-2332	1	52	analysis	analysis	NOUN
american_scientific_journal-2332	1	53	and	and	CCONJ
american_scientific_journal-2332	1	54	artificial	artificial	ADJ
american_scientific_journal-2332	1	55	neural	neural	ADJ
american_scientific_journal-2332	1	56	network	network	NOUN
american_scientific_journal-2332	1	57	kassimu	kassimu	NOUN
american_scientific_journal-2332	1	58	jumaa	jumaa	PROPN
american_scientific_journal-2332	1	59	*	*	PROPN
american_scientific_journal-2332	1	60	,	,	PUNCT
american_scientific_journal-2332	1	61	ma	ma	PROPN
american_scientific_journal-2332	1	62	heb	heb	PROPN
american_scientific_journal-2332	1	63	,	,	PUNCT
american_scientific_journal-2332	1	64	yue	yue	PROPN
american_scientific_journal-2332	1	65	zhaoc	zhaoc	PROPN
american_scientific_journal-2332	1	66	amaster	amaster	PROPN
american_scientific_journal-2332	1	67	student	student	PROPN
american_scientific_journal-2332	1	68	,	,	PUNCT
american_scientific_journal-2332	1	69	northeastern	northeastern	ADJ
american_scientific_journal-2332	1	70	university	university	PROPN
american_scientific_journal-2332	1	71	,	,	PUNCT
american_scientific_journal-2332	1	72	shenyang	shenyang	PROPN
american_scientific_journal-2332	1	73	,	,	PUNCT
american_scientific_journal-2332	1	74	china	china	PROPN
american_scientific_journal-2332	1	75	bassociate	bassociate	PROPN
american_scientific_journal-2332	1	76	professor	professor	PROPN
american_scientific_journal-2332	1	77	,	,	PUNCT
american_scientific_journal-2332	1	78	northeastern	northeastern	ADJ
american_scientific_journal-2332	1	79	university	university	PROPN
american_scientific_journal-2332	1	80	,	,	PUNCT
american_scientific_journal-2332	1	81	shenyang	shenyang	PROPN
american_scientific_journal-2332	1	82	,	,	PUNCT
american_scientific_journal-2332	1	83	china	china	PROPN
american_scientific_journal-2332	1	84	cprofessor	cprofessor	NOUN
american_scientific_journal-2332	1	85	,	,	PUNCT
american_scientific_journal-2332	1	86	northeastern	northeastern	ADJ
american_scientific_journal-2332	1	87	university	university	PROPN
american_scientific_journal-2332	1	88	,	,	PUNCT
american_scientific_journal-2332	1	89	shenyang	shenyang	PROPN
american_scientific_journal-2332	1	90	,	,	PUNCT
american_scientific_journal-2332	1	91	china	china	PROPN
american_scientific_journal-2332	1	92	aemail	aemail	NOUN
american_scientific_journal-2332	1	93	:	:	PUNCT
american_scientific_journal-2332	1	94	kassimu_j3@yahoo.com	kassimu_j3@yahoo.com	PROPN
american_scientific_journal-2332	1	95	bemail	bemail	NOUN
american_scientific_journal-2332	1	96	:	:	PUNCT
american_scientific_journal-2332	1	97	mahe@bmie.neu.edu.cn	mahe@bmie.neu.edu.cn	PROPN
american_scientific_journal-2332	1	98	abstract	abstract	ADV
american_scientific_journal-2332	1	99	the	the	DET
american_scientific_journal-2332	1	100	successful	successful	ADJ
american_scientific_journal-2332	1	101	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	1	102	of	of	ADP
american_scientific_journal-2332	1	103	lung	lung	NOUN
american_scientific_journal-2332	1	104	cancer	cancer	NOUN
american_scientific_journal-2332	1	105	disease	disease	NOUN
american_scientific_journal-2332	1	106	in	in	ADP
american_scientific_journal-2332	1	107	early	early	ADJ
american_scientific_journal-2332	1	108	time	time	NOUN
american_scientific_journal-2332	1	109	increases	increase	VERB
american_scientific_journal-2332	1	110	the	the	DET
american_scientific_journal-2332	1	111	percentage	percentage	NOUN
american_scientific_journal-2332	1	112	of	of	ADP
american_scientific_journal-2332	1	113	patient	patient	ADJ
american_scientific_journal-2332	1	114	survival	survival	NOUN
american_scientific_journal-2332	1	115	.	.	PUNCT
american_scientific_journal-2332	2	1	effective	effective	ADJ
american_scientific_journal-2332	2	2	ways	way	NOUN
american_scientific_journal-2332	2	3	for	for	SCONJ
american_scientific_journal-2332	2	4	predict	predict	VERB
american_scientific_journal-2332	2	5	and	and	CCONJ
american_scientific_journal-2332	2	6	treat	treat	VERB
american_scientific_journal-2332	2	7	lung	lung	NOUN
american_scientific_journal-2332	2	8	cancer	cancer	NOUN
american_scientific_journal-2332	2	9	remain	remain	VERB
american_scientific_journal-2332	2	10	challenges	challenge	NOUN
american_scientific_journal-2332	2	11	due	due	ADJ
american_scientific_journal-2332	2	12	to	to	ADP
american_scientific_journal-2332	2	13	lack	lack	NOUN
american_scientific_journal-2332	2	14	of	of	ADP
american_scientific_journal-2332	2	15	effective	effective	ADJ
american_scientific_journal-2332	2	16	ways	way	NOUN
american_scientific_journal-2332	2	17	of	of	ADP
american_scientific_journal-2332	2	18	detection	detection	NOUN
american_scientific_journal-2332	2	19	the	the	DET
american_scientific_journal-2332	2	20	lung	lung	NOUN
american_scientific_journal-2332	2	21	nodules	nodule	NOUN
american_scientific_journal-2332	2	22	which	which	PRON
american_scientific_journal-2332	2	23	causes	cause	VERB
american_scientific_journal-2332	2	24	by	by	ADP
american_scientific_journal-2332	2	25	their	their	PRON
american_scientific_journal-2332	2	26	arbitrariness	arbitrariness	NOUN
american_scientific_journal-2332	2	27	in	in	ADP
american_scientific_journal-2332	2	28	shape	shape	NOUN
american_scientific_journal-2332	2	29	,	,	PUNCT
american_scientific_journal-2332	2	30	size	size	NOUN
american_scientific_journal-2332	2	31	and	and	CCONJ
american_scientific_journal-2332	2	32	texture	texture	NOUN
american_scientific_journal-2332	2	33	.	.	PUNCT
american_scientific_journal-2332	3	1	in	in	ADP
american_scientific_journal-2332	3	2	this	this	DET
american_scientific_journal-2332	3	3	paper	paper	NOUN
american_scientific_journal-2332	3	4	,	,	PUNCT
american_scientific_journal-2332	3	5	image	image	NOUN
american_scientific_journal-2332	3	6	processing	processing	NOUN
american_scientific_journal-2332	3	7	is	be	AUX
american_scientific_journal-2332	3	8	used	use	VERB
american_scientific_journal-2332	3	9	for	for	ADP
american_scientific_journal-2332	3	10	image	image	NOUN
american_scientific_journal-2332	3	11	pre	pre	ADJ
american_scientific_journal-2332	3	12	-	-	ADJ
american_scientific_journal-2332	3	13	processing	processing	ADJ
american_scientific_journal-2332	3	14	,	,	PUNCT
american_scientific_journal-2332	3	15	image	image	NOUN
american_scientific_journal-2332	3	16	segmentation	segmentation	NOUN
american_scientific_journal-2332	3	17	and	and	CCONJ
american_scientific_journal-2332	3	18	feature	feature	NOUN
american_scientific_journal-2332	3	19	extraction	extraction	NOUN
american_scientific_journal-2332	3	20	.	.	PUNCT
american_scientific_journal-2332	4	1	artificial	artificial	ADJ
american_scientific_journal-2332	4	2	neural	neural	ADJ
american_scientific_journal-2332	4	3	network	network	NOUN
american_scientific_journal-2332	4	4	(	(	PUNCT
american_scientific_journal-2332	4	5	ann	ann	PROPN
american_scientific_journal-2332	4	6	)	)	PUNCT
american_scientific_journal-2332	4	7	have	have	AUX
american_scientific_journal-2332	4	8	been	be	AUX
american_scientific_journal-2332	4	9	employed	employ	VERB
american_scientific_journal-2332	4	10	to	to	PART
american_scientific_journal-2332	4	11	learn	learn	VERB
american_scientific_journal-2332	4	12	extracted	extract	VERB
american_scientific_journal-2332	4	13	feature	feature	NOUN
american_scientific_journal-2332	4	14	for	for	ADP
american_scientific_journal-2332	4	15	nodule	nodule	NOUN
american_scientific_journal-2332	4	16	detection	detection	NOUN
american_scientific_journal-2332	4	17	such	such	ADJ
american_scientific_journal-2332	4	18	as	as	ADP
american_scientific_journal-2332	4	19	shape	shape	NOUN
american_scientific_journal-2332	4	20	,	,	PUNCT
american_scientific_journal-2332	4	21	size	size	NOUN
american_scientific_journal-2332	4	22	,	,	PUNCT
american_scientific_journal-2332	4	23	volume.while	volume.while	VERB
american_scientific_journal-2332	4	24	principal	principal	ADJ
american_scientific_journal-2332	4	25	component	component	NOUN
american_scientific_journal-2332	4	26	analysis	analysis	NOUN
american_scientific_journal-2332	4	27	were	be	AUX
american_scientific_journal-2332	4	28	employed	employ	VERB
american_scientific_journal-2332	4	29	for	for	ADP
american_scientific_journal-2332	4	30	multivariate	multivariate	NOUN
american_scientific_journal-2332	4	31	data	datum	NOUN
american_scientific_journal-2332	4	32	processing	processing	NOUN
american_scientific_journal-2332	4	33	,	,	PUNCT
american_scientific_journal-2332	4	34	it	it	PRON
american_scientific_journal-2332	4	35	used	use	VERB
american_scientific_journal-2332	4	36	to	to	PART
american_scientific_journal-2332	4	37	detect	detect	VERB
american_scientific_journal-2332	4	38	the	the	DET
american_scientific_journal-2332	4	39	complexity	complexity	NOUN
american_scientific_journal-2332	4	40	of	of	ADP
american_scientific_journal-2332	4	41	interrelationships	interrelationship	NOUN
american_scientific_journal-2332	4	42	between	between	ADP
american_scientific_journal-2332	4	43	diverse	diverse	ADJ
american_scientific_journal-2332	4	44	patient	patient	NOUN
american_scientific_journal-2332	4	45	,	,	PUNCT
american_scientific_journal-2332	4	46	disease	disease	NOUN
american_scientific_journal-2332	4	47	and	and	CCONJ
american_scientific_journal-2332	4	48	treatment	treatment	NOUN
american_scientific_journal-2332	4	49	variables.matlab	variables.matlab	NUM
american_scientific_journal-2332	4	50	have	have	AUX
american_scientific_journal-2332	4	51	been	be	AUX
american_scientific_journal-2332	4	52	used	use	VERB
american_scientific_journal-2332	4	53	for	for	ADP
american_scientific_journal-2332	4	54	all	all	DET
american_scientific_journal-2332	4	55	procedure	procedure	NOUN
american_scientific_journal-2332	4	56	in	in	ADP
american_scientific_journal-2332	4	57	processing	process	VERB
american_scientific_journal-2332	4	58	lung	lung	NOUN
american_scientific_journal-2332	4	59	image	image	NOUN
american_scientific_journal-2332	4	60	and	and	CCONJ
american_scientific_journal-2332	4	61	artificial	artificial	ADJ
american_scientific_journal-2332	4	62	neural	neural	ADJ
american_scientific_journal-2332	4	63	network	network	NOUN
american_scientific_journal-2332	4	64	for	for	ADP
american_scientific_journal-2332	4	65	train	train	NOUN
american_scientific_journal-2332	4	66	features	feature	NOUN
american_scientific_journal-2332	4	67	extracted	extract	VERB
american_scientific_journal-2332	4	68	.	.	PUNCT
american_scientific_journal-2332	5	1	xlstart	xlstart	PROPN
american_scientific_journal-2332	5	2	software	software	PROPN
american_scientific_journal-2332	5	3	was	be	AUX
american_scientific_journal-2332	5	4	used	use	VERB
american_scientific_journal-2332	5	5	for	for	ADP
american_scientific_journal-2332	5	6	principal	principal	ADJ
american_scientific_journal-2332	5	7	component	component	NOUN
american_scientific_journal-2332	5	8	analysis	analysis	NOUN
american_scientific_journal-2332	5	9	.	.	PUNCT
american_scientific_journal-2332	6	1	the	the	DET
american_scientific_journal-2332	6	2	lung	lung	NOUN
american_scientific_journal-2332	6	3	cancer	cancer	NOUN
american_scientific_journal-2332	6	4	database	database	NOUN
american_scientific_journal-2332	6	5	which	which	PRON
american_scientific_journal-2332	6	6	contains	contain	VERB
american_scientific_journal-2332	6	7	the	the	DET
american_scientific_journal-2332	6	8	images	image	NOUN
american_scientific_journal-2332	6	9	classify	classify	VERB
american_scientific_journal-2332	6	10	lung	lung	NOUN
american_scientific_journal-2332	6	11	image	image	NOUN
american_scientific_journal-2332	6	12	into	into	ADP
american_scientific_journal-2332	6	13	two	two	NUM
american_scientific_journal-2332	6	14	kinds:1)normal	kinds:1)normal	NOUN
american_scientific_journal-2332	6	15	with	with	ADP
american_scientific_journal-2332	6	16	no	no	DET
american_scientific_journal-2332	6	17	nodule	nodule	NOUN
american_scientific_journal-2332	6	18	and	and	CCONJ
american_scientific_journal-2332	6	19	2)nodule	2)nodule	NUM
american_scientific_journal-2332	6	20	image	image	NOUN
american_scientific_journal-2332	6	21	such	such	ADJ
american_scientific_journal-2332	6	22	as	as	ADP
american_scientific_journal-2332	6	23	benign	benign	ADJ
american_scientific_journal-2332	6	24	or	or	CCONJ
american_scientific_journal-2332	6	25	malignant.therefore	malignant.therefore	NUM
american_scientific_journal-2332	6	26	,	,	PUNCT
american_scientific_journal-2332	6	27	by	by	ADP
american_scientific_journal-2332	6	28	using	use	VERB
american_scientific_journal-2332	6	29	the	the	DET
american_scientific_journal-2332	6	30	proposed	propose	VERB
american_scientific_journal-2332	6	31	method	method	NOUN
american_scientific_journal-2332	6	32	the	the	DET
american_scientific_journal-2332	6	33	accuracy	accuracy	NOUN
american_scientific_journal-2332	6	34	obtained	obtain	VERB
american_scientific_journal-2332	6	35	was	be	AUX
american_scientific_journal-2332	6	36	76	76	NUM
american_scientific_journal-2332	6	37	%	%	NOUN
american_scientific_journal-2332	6	38	.	.	PUNCT
american_scientific_journal-2332	7	1	keywords	keyword	NOUN
american_scientific_journal-2332	7	2	:	:	PUNCT
american_scientific_journal-2332	7	3	artificial	artificial	ADJ
american_scientific_journal-2332	7	4	neural	neural	ADJ
american_scientific_journal-2332	7	5	network	network	NOUN
american_scientific_journal-2332	7	6	(	(	PUNCT
american_scientific_journal-2332	7	7	ann	ann	PROPN
american_scientific_journal-2332	7	8	)	)	PUNCT
american_scientific_journal-2332	7	9	;	;	PUNCT
american_scientific_journal-2332	7	10	feature	feature	NOUN
american_scientific_journal-2332	7	11	extraction	extraction	NOUN
american_scientific_journal-2332	7	12	;	;	PUNCT
american_scientific_journal-2332	7	13	lung	lung	NOUN
american_scientific_journal-2332	7	14	database	database	NOUN
american_scientific_journal-2332	7	15	;	;	PUNCT
american_scientific_journal-2332	7	16	principal	principal	ADJ
american_scientific_journal-2332	7	17	component	component	NOUN
american_scientific_journal-2332	7	18	analysis	analysis	NOUN
american_scientific_journal-2332	7	19	(	(	PUNCT
american_scientific_journal-2332	7	20	pca	pca	PROPN
american_scientific_journal-2332	7	21	)	)	PUNCT
american_scientific_journal-2332	7	22	;	;	PUNCT
american_scientific_journal-2332	7	23	region	region	NOUN
american_scientific_journal-2332	7	24	of	of	ADP
american_scientific_journal-2332	7	25	interest	interest	NOUN
american_scientific_journal-2332	7	26	(	(	PUNCT
american_scientific_journal-2332	7	27	roi	roi	NOUN
american_scientific_journal-2332	7	28	)	)	PUNCT
american_scientific_journal-2332	7	29	;	;	PUNCT
american_scientific_journal-2332	7	30	thresholding	thresholde	VERB
american_scientific_journal-2332	7	31	.	.	PUNCT
american_scientific_journal-2332	8	1	---------------------------------------------------------------------	---------------------------------------------------------------------	X
american_scientific_journal-2332	9	1	*	*	PUNCT
american_scientific_journal-2332	9	2	corresponding	correspond	VERB
american_scientific_journal-2332	9	3	author	author	NOUN
american_scientific_journal-2332	9	4	.	.	PUNCT
american_scientific_journal-2332	10	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-2332	10	2	american	american	PROPN
american_scientific_journal-2332	10	3	scientific	scientific	PROPN
american_scientific_journal-2332	10	4	research	research	NOUN
american_scientific_journal-2332	10	5	journal	journal	NOUN
american_scientific_journal-2332	10	6	for	for	ADP
american_scientific_journal-2332	10	7	engineering	engineering	NOUN
american_scientific_journal-2332	10	8	,	,	PUNCT
american_scientific_journal-2332	10	9	technology	technology	NOUN
american_scientific_journal-2332	10	10	,	,	PUNCT
american_scientific_journal-2332	10	11	and	and	CCONJ
american_scientific_journal-2332	10	12	sciences	science	NOUN
american_scientific_journal-2332	10	13	(	(	PUNCT
american_scientific_journal-2332	10	14	asrjets	asrjet	NOUN
american_scientific_journal-2332	10	15	)	)	PUNCT
american_scientific_journal-2332	10	16	(	(	PUNCT
american_scientific_journal-2332	10	17	2016	2016	NUM
american_scientific_journal-2332	10	18	)	)	PUNCT
american_scientific_journal-2332	10	19	volume	volume	NOUN
american_scientific_journal-2332	10	20	26	26	NUM
american_scientific_journal-2332	10	21	,	,	PUNCT
american_scientific_journal-2332	10	22	no	no	DET
american_scientific_journal-2332	10	23	3	3	NUM
american_scientific_journal-2332	10	24	,	,	PUNCT
american_scientific_journal-2332	10	25	pp	pp	ADV
american_scientific_journal-2332	10	26	254	254	NUM
american_scientific_journal-2332	10	27	-	-	SYM
american_scientific_journal-2332	10	28	265	265	NUM
american_scientific_journal-2332	10	29	255	255	NUM
american_scientific_journal-2332	10	30	1	1	NUM
american_scientific_journal-2332	10	31	.	.	PUNCT
american_scientific_journal-2332	11	1	introduction	introduction	NOUN
american_scientific_journal-2332	11	2	lung	lung	NOUN
american_scientific_journal-2332	11	3	cancer	cancer	NOUN
american_scientific_journal-2332	11	4	is	be	AUX
american_scientific_journal-2332	11	5	the	the	DET
american_scientific_journal-2332	11	6	growth	growth	NOUN
american_scientific_journal-2332	11	7	of	of	ADP
american_scientific_journal-2332	11	8	nodule	nodule	NOUN
american_scientific_journal-2332	11	9	which	which	PRON
american_scientific_journal-2332	11	10	take	take	VERB
american_scientific_journal-2332	11	11	the	the	DET
american_scientific_journal-2332	11	12	shape	shape	NOUN
american_scientific_journal-2332	11	13	of	of	ADP
american_scientific_journal-2332	11	14	round	round	NOUN
american_scientific_journal-2332	11	15	object.however	object.however	ADP
american_scientific_journal-2332	11	16	,	,	PUNCT
american_scientific_journal-2332	11	17	these	these	DET
american_scientific_journal-2332	11	18	nodules	nodule	NOUN
american_scientific_journal-2332	11	19	that	that	PRON
american_scientific_journal-2332	11	20	can	can	AUX
american_scientific_journal-2332	11	21	be	be	AUX
american_scientific_journal-2332	11	22	seen	see	VERB
american_scientific_journal-2332	11	23	in	in	ADP
american_scientific_journal-2332	11	24	ct	ct	PROPN
american_scientific_journal-2332	11	25	-	-	PUNCT
american_scientific_journal-2332	11	26	scan	scan	PROPN
american_scientific_journal-2332	11	27	may	may	AUX
american_scientific_journal-2332	11	28	not	not	PART
american_scientific_journal-2332	11	29	all	all	PRON
american_scientific_journal-2332	11	30	be	be	AUX
american_scientific_journal-2332	11	31	a	a	DET
american_scientific_journal-2332	11	32	lung	lung	NOUN
american_scientific_journal-2332	11	33	cancer	cancer	NOUN
american_scientific_journal-2332	11	34	,	,	PUNCT
american_scientific_journal-2332	11	35	it	it	PRON
american_scientific_journal-2332	11	36	can	can	AUX
american_scientific_journal-2332	11	37	be	be	AUX
american_scientific_journal-2332	11	38	other	other	ADJ
american_scientific_journal-2332	11	39	disease	disease	NOUN
american_scientific_journal-2332	11	40	such	such	ADJ
american_scientific_journal-2332	11	41	as	as	ADP
american_scientific_journal-2332	11	42	pneumonia	pneumonia	NOUN
american_scientific_journal-2332	11	43	,	,	PUNCT
american_scientific_journal-2332	11	44	tuberculosis	tuberculosis	NOUN
american_scientific_journal-2332	11	45	or	or	CCONJ
american_scientific_journal-2332	11	46	calcified	calcify	VERB
american_scientific_journal-2332	11	47	franuloma.the	franuloma.the	DET
american_scientific_journal-2332	11	48	lung	lung	NOUN
american_scientific_journal-2332	11	49	cancer	cancer	NOUN
american_scientific_journal-2332	11	50	nodule	nodule	NOUN
american_scientific_journal-2332	11	51	is	be	AUX
american_scientific_journal-2332	11	52	approximately	approximately	ADV
american_scientific_journal-2332	11	53	round	round	ADJ
american_scientific_journal-2332	11	54	shape	shape	NOUN
american_scientific_journal-2332	11	55	having	have	VERB
american_scientific_journal-2332	11	56	the	the	DET
american_scientific_journal-2332	11	57	maximum	maximum	ADJ
american_scientific_journal-2332	11	58	diameter	diameter	NOUN
american_scientific_journal-2332	11	59	of	of	ADP
american_scientific_journal-2332	11	60	30mm[11].the	30mm[11].the	DET
american_scientific_journal-2332	11	61	detection	detection	NOUN
american_scientific_journal-2332	11	62	of	of	ADP
american_scientific_journal-2332	11	63	lung	lung	NOUN
american_scientific_journal-2332	11	64	nodule	nodule	NOUN
american_scientific_journal-2332	11	65	is	be	AUX
american_scientific_journal-2332	11	66	easy	easy	ADJ
american_scientific_journal-2332	11	67	for	for	ADP
american_scientific_journal-2332	11	68	isolated	isolated	ADJ
american_scientific_journal-2332	11	69	nodule	nodule	NOUN
american_scientific_journal-2332	11	70	in	in	ADP
american_scientific_journal-2332	11	71	ct	ct	NOUN
american_scientific_journal-2332	11	72	-	-	PUNCT
american_scientific_journal-2332	11	73	images	image	NOUN
american_scientific_journal-2332	11	74	and	and	CCONJ
american_scientific_journal-2332	11	75	is	be	AUX
american_scientific_journal-2332	11	76	most	most	ADV
american_scientific_journal-2332	11	77	difficult	difficult	ADJ
american_scientific_journal-2332	11	78	for	for	ADP
american_scientific_journal-2332	11	79	nodules	nodule	NOUN
american_scientific_journal-2332	11	80	which	which	PRON
american_scientific_journal-2332	11	81	is	be	AUX
american_scientific_journal-2332	11	82	attached	attach	VERB
american_scientific_journal-2332	11	83	to	to	ADP
american_scientific_journal-2332	11	84	the	the	DET
american_scientific_journal-2332	11	85	pleural	pleural	NOUN
american_scientific_journal-2332	11	86	of	of	ADP
american_scientific_journal-2332	11	87	vascular[11].the	vascular[11].the	DET
american_scientific_journal-2332	11	88	lung	lung	NOUN
american_scientific_journal-2332	11	89	cancer	cancer	NOUN
american_scientific_journal-2332	11	90	is	be	AUX
american_scientific_journal-2332	11	91	the	the	DET
american_scientific_journal-2332	11	92	most	most	ADV
american_scientific_journal-2332	11	93	common	common	ADJ
american_scientific_journal-2332	11	94	cancer	cancer	NOUN
american_scientific_journal-2332	11	95	among	among	ADP
american_scientific_journal-2332	11	96	a	a	DET
american_scientific_journal-2332	11	97	men	man	NOUN
american_scientific_journal-2332	11	98	diagnosed	diagnose	VERB
american_scientific_journal-2332	11	99	in	in	ADP
american_scientific_journal-2332	11	100	2012	2012	NUM
american_scientific_journal-2332	11	101	with	with	ADP
american_scientific_journal-2332	11	102	mainly	mainly	ADV
american_scientific_journal-2332	11	103	cases	case	NOUN
american_scientific_journal-2332	11	104	from	from	ADP
american_scientific_journal-2332	11	105	asia	asia	PROPN
american_scientific_journal-2332	11	106	and	and	CCONJ
american_scientific_journal-2332	11	107	africa[10].figure-1	africa[10].figure-1	PROPN
american_scientific_journal-2332	11	108	provides	provide	VERB
american_scientific_journal-2332	11	109	the	the	DET
american_scientific_journal-2332	11	110	facts	fact	NOUN
american_scientific_journal-2332	11	111	of	of	ADP
american_scientific_journal-2332	11	112	lung	lung	NOUN
american_scientific_journal-2332	11	113	cancer	cancer	NOUN
american_scientific_journal-2332	11	114	per	per	ADP
american_scientific_journal-2332	11	115	100,000cases	100,000cases	NUM
american_scientific_journal-2332	11	116	.	.	PUNCT
american_scientific_journal-2332	12	1	figure	figure	NOUN
american_scientific_journal-2332	12	2	1	1	NUM
american_scientific_journal-2332	12	3	:	:	PUNCT
american_scientific_journal-2332	12	4	lung	lung	NOUN
american_scientific_journal-2332	12	5	cancer	cancer	NOUN
american_scientific_journal-2332	12	6	statistics	statistic	NOUN
american_scientific_journal-2332	12	7	.	.	PUNCT
american_scientific_journal-2332	13	1	the	the	DET
american_scientific_journal-2332	13	2	aim	aim	NOUN
american_scientific_journal-2332	13	3	of	of	ADP
american_scientific_journal-2332	13	4	this	this	DET
american_scientific_journal-2332	13	5	work	work	NOUN
american_scientific_journal-2332	13	6	is	be	AUX
american_scientific_journal-2332	13	7	to	to	PART
american_scientific_journal-2332	13	8	create	create	VERB
american_scientific_journal-2332	13	9	the	the	DET
american_scientific_journal-2332	13	10	system	system	NOUN
american_scientific_journal-2332	13	11	that	that	PRON
american_scientific_journal-2332	13	12	will	will	AUX
american_scientific_journal-2332	13	13	be	be	AUX
american_scientific_journal-2332	13	14	able	able	ADJ
american_scientific_journal-2332	13	15	to	to	PART
american_scientific_journal-2332	13	16	identify	identify	VERB
american_scientific_journal-2332	13	17	the	the	DET
american_scientific_journal-2332	13	18	lung	lung	NOUN
american_scientific_journal-2332	13	19	as	as	ADP
american_scientific_journal-2332	13	20	cancer	cancer	NOUN
american_scientific_journal-2332	13	21	or	or	CCONJ
american_scientific_journal-2332	13	22	no	no	NOUN
american_scientific_journal-2332	13	23	-	-	PUNCT
american_scientific_journal-2332	13	24	cancer	cancer	NOUN
american_scientific_journal-2332	13	25	at	at	ADP
american_scientific_journal-2332	13	26	early	early	ADJ
american_scientific_journal-2332	13	27	stage	stage	NOUN
american_scientific_journal-2332	13	28	of	of	ADP
american_scientific_journal-2332	13	29	the	the	DET
american_scientific_journal-2332	13	30	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	13	31	by	by	ADP
american_scientific_journal-2332	13	32	applying	apply	VERB
american_scientific_journal-2332	13	33	some	some	DET
american_scientific_journal-2332	13	34	image	image	NOUN
american_scientific_journal-2332	13	35	technique	technique	NOUN
american_scientific_journal-2332	13	36	as	as	SCONJ
american_scientific_journal-2332	13	37	shown	show	VERB
american_scientific_journal-2332	13	38	in	in	ADP
american_scientific_journal-2332	13	39	method	method	NOUN
american_scientific_journal-2332	13	40	propsed.and	propsed.and	NOUN
american_scientific_journal-2332	13	41	predicting	predict	VERB
american_scientific_journal-2332	13	42	the	the	DET
american_scientific_journal-2332	13	43	patient	patient	NOUN
american_scientific_journal-2332	13	44	by	by	ADP
american_scientific_journal-2332	13	45	using	use	VERB
american_scientific_journal-2332	13	46	artificial	artificial	ADJ
american_scientific_journal-2332	13	47	neural	neural	ADJ
american_scientific_journal-2332	13	48	network	network	NOUN
american_scientific_journal-2332	13	49	and	and	CCONJ
american_scientific_journal-2332	13	50	identify	identify	VERB
american_scientific_journal-2332	13	51	the	the	DET
american_scientific_journal-2332	13	52	similarity	similarity	NOUN
american_scientific_journal-2332	13	53	and	and	CCONJ
american_scientific_journal-2332	13	54	dissimilarity	dissimilarity	NOUN
american_scientific_journal-2332	13	55	of	of	ADP
american_scientific_journal-2332	13	56	patient	patient	ADJ
american_scientific_journal-2332	13	57	variables	variable	NOUN
american_scientific_journal-2332	13	58	by	by	ADP
american_scientific_journal-2332	13	59	using	use	VERB
american_scientific_journal-2332	13	60	principal	principal	ADJ
american_scientific_journal-2332	13	61	component	component	NOUN
american_scientific_journal-2332	13	62	analysis	analysis	NOUN
american_scientific_journal-2332	13	63	.	.	PUNCT
american_scientific_journal-2332	14	1	2	2	X
american_scientific_journal-2332	14	2	.	.	NUM
american_scientific_journal-2332	14	3	proposed	propose	VERB
american_scientific_journal-2332	14	4	method	method	NOUN
american_scientific_journal-2332	14	5	our	our	PRON
american_scientific_journal-2332	14	6	paper	paper	NOUN
american_scientific_journal-2332	14	7	work	work	NOUN
american_scientific_journal-2332	14	8	aims	aim	VERB
american_scientific_journal-2332	14	9	to	to	PART
american_scientific_journal-2332	14	10	apply	apply	VERB
american_scientific_journal-2332	14	11	some	some	DET
american_scientific_journal-2332	14	12	data	datum	NOUN
american_scientific_journal-2332	14	13	mining	mining	NOUN
american_scientific_journal-2332	14	14	techniques	technique	NOUN
american_scientific_journal-2332	14	15	in	in	ADP
american_scientific_journal-2332	14	16	the	the	DET
american_scientific_journal-2332	14	17	form	form	NOUN
american_scientific_journal-2332	14	18	of	of	ADP
american_scientific_journal-2332	14	19	ct	ct	NOUN
american_scientific_journal-2332	14	20	-	-	PUNCT
american_scientific_journal-2332	14	21	images	image	NOUN
american_scientific_journal-2332	14	22	for	for	ADP
american_scientific_journal-2332	14	23	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	14	24	of	of	ADP
american_scientific_journal-2332	14	25	lung	lung	NOUN
american_scientific_journal-2332	14	26	cancer	cancer	NOUN
american_scientific_journal-2332	14	27	in	in	ADP
american_scientific_journal-2332	14	28	early	early	ADJ
american_scientific_journal-2332	14	29	stage	stage	NOUN
american_scientific_journal-2332	14	30	.	.	PUNCT
american_scientific_journal-2332	15	1	so	so	ADV
american_scientific_journal-2332	15	2	we	we	PRON
american_scientific_journal-2332	15	3	classify	classify	VERB
american_scientific_journal-2332	15	4	these	these	DET
american_scientific_journal-2332	15	5	images	image	NOUN
american_scientific_journal-2332	15	6	as	as	ADP
american_scientific_journal-2332	15	7	normal	normal	ADJ
american_scientific_journal-2332	15	8	or	or	CCONJ
american_scientific_journal-2332	15	9	abnormal	abnormal	ADJ
american_scientific_journal-2332	15	10	.	.	PUNCT
american_scientific_journal-2332	16	1	the	the	DET
american_scientific_journal-2332	16	2	proposed	propose	VERB
american_scientific_journal-2332	16	3	methods(algorithm	methods(algorithm	PROPN
american_scientific_journal-2332	16	4	)	)	PUNCT
american_scientific_journal-2332	16	5	consists	consist	VERB
american_scientific_journal-2332	16	6	of	of	ADP
american_scientific_journal-2332	16	7	three	three	NUM
american_scientific_journal-2332	16	8	stages	stage	NOUN
american_scientific_journal-2332	16	9	as	as	SCONJ
american_scientific_journal-2332	16	10	shown	show	VERB
american_scientific_journal-2332	16	11	in	in	ADP
american_scientific_journal-2332	16	12	figure-2.in	figure-2.in	PUNCT
american_scientific_journal-2332	16	13	the	the	DET
american_scientific_journal-2332	16	14	first	first	ADJ
american_scientific_journal-2332	16	15	stage	stage	NOUN
american_scientific_journal-2332	16	16	,	,	PUNCT
american_scientific_journal-2332	16	17	we	we	PRON
american_scientific_journal-2332	16	18	applied	apply	VERB
american_scientific_journal-2332	16	19	pre	pre	ADJ
american_scientific_journal-2332	16	20	-	-	ADJ
american_scientific_journal-2332	16	21	processing	processing	ADJ
american_scientific_journal-2332	16	22	techniques	technique	NOUN
american_scientific_journal-2332	16	23	to	to	ADP
american_scientific_journal-2332	16	24	the	the	DET
american_scientific_journal-2332	16	25	images	image	NOUN
american_scientific_journal-2332	16	26	to	to	PART
american_scientific_journal-2332	16	27	get	get	VERB
american_scientific_journal-2332	16	28	the	the	DET
american_scientific_journal-2332	16	29	better	well	ADJ
american_scientific_journal-2332	16	30	quality	quality	NOUN
american_scientific_journal-2332	16	31	of	of	ADP
american_scientific_journal-2332	16	32	data	datum	NOUN
american_scientific_journal-2332	16	33	before	before	ADP
american_scientific_journal-2332	16	34	feature	feature	NOUN
american_scientific_journal-2332	16	35	extraction	extraction	NOUN
american_scientific_journal-2332	16	36	.	.	PUNCT
american_scientific_journal-2332	17	1	lung	lung	NOUN
american_scientific_journal-2332	17	2	segmentation	segmentation	NOUN
american_scientific_journal-2332	17	3	procedure	procedure	NOUN
american_scientific_journal-2332	17	4	to	to	PART
american_scientific_journal-2332	17	5	isolate	isolate	VERB
american_scientific_journal-2332	17	6	lung	lung	NOUN
american_scientific_journal-2332	17	7	from	from	ADP
american_scientific_journal-2332	17	8	lung	lung	PROPN
american_scientific_journal-2332	17	9	ct	ct	PROPN
american_scientific_journal-2332	17	10	-	-	PUNCT
american_scientific_journal-2332	17	11	images	image	NOUN
american_scientific_journal-2332	17	12	.	.	PUNCT
american_scientific_journal-2332	18	1	features	feature	NOUN
american_scientific_journal-2332	18	2	are	be	AUX
american_scientific_journal-2332	18	3	extracted	extract	VERB
american_scientific_journal-2332	18	4	from	from	ADP
american_scientific_journal-2332	18	5	the	the	DET
american_scientific_journal-2332	18	6	cleaned	clean	VERB
american_scientific_journal-2332	18	7	images	image	NOUN
american_scientific_journal-2332	18	8	.	.	PUNCT
american_scientific_journal-2332	19	1	the	the	DET
american_scientific_journal-2332	19	2	extracted	extract	VERB
american_scientific_journal-2332	19	3	features	feature	NOUN
american_scientific_journal-2332	19	4	are	be	AUX
american_scientific_journal-2332	19	5	stored	store	VERB
american_scientific_journal-2332	19	6	in	in	ADP
american_scientific_journal-2332	19	7	database	database	NOUN
american_scientific_journal-2332	19	8	for	for	ADP
american_scientific_journal-2332	19	9	further	further	ADJ
american_scientific_journal-2332	19	10	classification	classification	NOUN
american_scientific_journal-2332	19	11	.	.	PUNCT
american_scientific_journal-2332	20	1	in	in	ADP
american_scientific_journal-2332	20	2	second	second	ADJ
american_scientific_journal-2332	20	3	stage	stage	NOUN
american_scientific_journal-2332	20	4	,	,	PUNCT
american_scientific_journal-2332	20	5	we	we	PRON
american_scientific_journal-2332	20	6	use	use	VERB
american_scientific_journal-2332	20	7	ann	ann	PROPN
american_scientific_journal-2332	20	8	to	to	PART
american_scientific_journal-2332	20	9	train	train	VERB
american_scientific_journal-2332	20	10	the	the	DET
american_scientific_journal-2332	20	11	features	feature	NOUN
american_scientific_journal-2332	20	12	and	and	CCONJ
american_scientific_journal-2332	20	13	classify	classify	VERB
american_scientific_journal-2332	20	14	the	the	DET
american_scientific_journal-2332	20	15	image	image	NOUN
american_scientific_journal-2332	20	16	.	.	PUNCT
american_scientific_journal-2332	21	1	it	it	PRON
american_scientific_journal-2332	21	2	classifies	classify	VERB
american_scientific_journal-2332	21	3	the	the	DET
american_scientific_journal-2332	21	4	image	image	NOUN
american_scientific_journal-2332	21	5	into	into	ADP
american_scientific_journal-2332	21	6	a	a	DET
american_scientific_journal-2332	21	7	normal	normal	ADJ
american_scientific_journal-2332	21	8	or	or	CCONJ
american_scientific_journal-2332	21	9	abnormal.onces	abnormal.once	NOUN
american_scientific_journal-2332	21	10	a	a	DET
american_scientific_journal-2332	21	11	nodule	nodule	NOUN
american_scientific_journal-2332	21	12	has	have	AUX
american_scientific_journal-2332	21	13	detected	detect	VERB
american_scientific_journal-2332	21	14	as	as	ADV
american_scientific_journal-2332	21	15	normal	normal	ADJ
american_scientific_journal-2332	21	16	the	the	DET
american_scientific_journal-2332	21	17	lung	lung	NOUN
american_scientific_journal-2332	21	18	is	be	AUX
american_scientific_journal-2332	21	19	classifies	classify	VERB
american_scientific_journal-2332	21	20	as	as	ADP
american_scientific_journal-2332	21	21	non	non	ADJ
american_scientific_journal-2332	21	22	cancer	cancer	NOUN
american_scientific_journal-2332	21	23	and	and	CCONJ
american_scientific_journal-2332	21	24	if	if	SCONJ
american_scientific_journal-2332	21	25	is	be	AUX
american_scientific_journal-2332	21	26	abnormal	abnormal	ADJ
american_scientific_journal-2332	21	27	is	be	AUX
american_scientific_journal-2332	21	28	classifies	classifie	NOUN
american_scientific_journal-2332	21	29	as	as	ADP
american_scientific_journal-2332	21	30	lung	lung	NOUN
american_scientific_journal-2332	21	31	cancer	cancer	NOUN
american_scientific_journal-2332	21	32	.	.	PUNCT
american_scientific_journal-2332	22	1	in	in	ADP
american_scientific_journal-2332	22	2	the	the	DET
american_scientific_journal-2332	22	3	third	third	ADJ
american_scientific_journal-2332	22	4	stage	stage	NOUN
american_scientific_journal-2332	22	5	,	,	PUNCT
american_scientific_journal-2332	22	6	we	we	PRON
american_scientific_journal-2332	22	7	applied	apply	VERB
american_scientific_journal-2332	22	8	the	the	DET
american_scientific_journal-2332	22	9	principal	principal	ADJ
american_scientific_journal-2332	22	10	component	component	NOUN
american_scientific_journal-2332	22	11	analysis	analysis	NOUN
american_scientific_journal-2332	22	12	to	to	PART
american_scientific_journal-2332	22	13	analyze	analyze	VERB
american_scientific_journal-2332	22	14	the	the	DET
american_scientific_journal-2332	22	15	intercorrelation	intercorrelation	NOUN
american_scientific_journal-2332	22	16	and	and	CCONJ
american_scientific_journal-2332	22	17	multicolinearity	multicolinearity	NOUN
american_scientific_journal-2332	22	18	among	among	ADP
american_scientific_journal-2332	22	19	independent	independent	ADJ
american_scientific_journal-2332	22	20	variables	variable	NOUN
american_scientific_journal-2332	22	21	.	.	PUNCT
american_scientific_journal-2332	23	1	american	american	ADJ
american_scientific_journal-2332	23	2	scientific	scientific	ADJ
american_scientific_journal-2332	23	3	research	research	PROPN
american_scientific_journal-2332	23	4	journal	journal	NOUN
american_scientific_journal-2332	23	5	for	for	ADP
american_scientific_journal-2332	23	6	engineering	engineering	NOUN
american_scientific_journal-2332	23	7	,	,	PUNCT
american_scientific_journal-2332	23	8	technology	technology	NOUN
american_scientific_journal-2332	23	9	,	,	PUNCT
american_scientific_journal-2332	23	10	and	and	CCONJ
american_scientific_journal-2332	23	11	sciences	science	NOUN
american_scientific_journal-2332	23	12	(	(	PUNCT
american_scientific_journal-2332	23	13	asrjets	asrjet	NOUN
american_scientific_journal-2332	23	14	)	)	PUNCT
american_scientific_journal-2332	23	15	(	(	PUNCT
american_scientific_journal-2332	23	16	2016	2016	NUM
american_scientific_journal-2332	23	17	)	)	PUNCT
american_scientific_journal-2332	23	18	volume	volume	NOUN
american_scientific_journal-2332	23	19	26	26	NUM
american_scientific_journal-2332	23	20	,	,	PUNCT
american_scientific_journal-2332	23	21	no	no	DET
american_scientific_journal-2332	23	22	3	3	NUM
american_scientific_journal-2332	23	23	,	,	PUNCT
american_scientific_journal-2332	23	24	pp	pp	ADV
american_scientific_journal-2332	23	25	254	254	NUM
american_scientific_journal-2332	23	26	-	-	SYM
american_scientific_journal-2332	23	27	265	265	NUM
american_scientific_journal-2332	23	28	256	256	NUM
american_scientific_journal-2332	23	29	figure	figure	NOUN
american_scientific_journal-2332	23	30	2	2	NUM
american_scientific_journal-2332	23	31	:	:	PUNCT
american_scientific_journal-2332	23	32	stages	stage	NOUN
american_scientific_journal-2332	23	33	for	for	ADP
american_scientific_journal-2332	23	34	lung	lung	NOUN
american_scientific_journal-2332	23	35	classification	classification	NOUN
american_scientific_journal-2332	23	36	.	.	PUNCT
american_scientific_journal-2332	24	1	2.1	2.1	NUM
american_scientific_journal-2332	24	2	.	.	PUNCT
american_scientific_journal-2332	24	3	image	image	NOUN
american_scientific_journal-2332	24	4	pre	pre	NOUN
american_scientific_journal-2332	24	5	-	-	NOUN
american_scientific_journal-2332	24	6	processing	processing	NOUN
american_scientific_journal-2332	24	7	in	in	ADP
american_scientific_journal-2332	24	8	pre	pre	ADJ
american_scientific_journal-2332	24	9	-	-	ADJ
american_scientific_journal-2332	24	10	processing	processing	ADJ
american_scientific_journal-2332	24	11	stage	stage	NOUN
american_scientific_journal-2332	24	12	,	,	PUNCT
american_scientific_journal-2332	24	13	we	we	PRON
american_scientific_journal-2332	24	14	begin	begin	VERB
american_scientific_journal-2332	24	15	by	by	ADP
american_scientific_journal-2332	24	16	enhancing	enhance	VERB
american_scientific_journal-2332	24	17	images	image	NOUN
american_scientific_journal-2332	24	18	so	so	SCONJ
american_scientific_journal-2332	24	19	as	as	SCONJ
american_scientific_journal-2332	24	20	to	to	PART
american_scientific_journal-2332	24	21	improve	improve	VERB
american_scientific_journal-2332	24	22	the	the	DET
american_scientific_journal-2332	24	23	lung	lung	NOUN
american_scientific_journal-2332	24	24	image	image	NOUN
american_scientific_journal-2332	24	25	interpretability	interpretability	NOUN
american_scientific_journal-2332	24	26	for	for	ADP
american_scientific_journal-2332	24	27	human	human	ADJ
american_scientific_journal-2332	24	28	viewers	viewer	NOUN
american_scientific_journal-2332	24	29	.	.	PUNCT
american_scientific_journal-2332	25	1	image	image	NOUN
american_scientific_journal-2332	25	2	pre	pre	ADJ
american_scientific_journal-2332	25	3	-	-	ADJ
american_scientific_journal-2332	25	4	processing	processing	ADJ
american_scientific_journal-2332	25	5	involved	involved	ADJ
american_scientific_journal-2332	25	6	thresholding	thresholding	NOUN
american_scientific_journal-2332	25	7	,	,	PUNCT
american_scientific_journal-2332	25	8	enhancement	enhancement	NOUN
american_scientific_journal-2332	25	9	and	and	CCONJ
american_scientific_journal-2332	25	10	segmentation	segmentation	NOUN
american_scientific_journal-2332	25	11	.	.	PUNCT
american_scientific_journal-2332	26	1	the	the	DET
american_scientific_journal-2332	26	2	dicom	dicom	PROPN
american_scientific_journal-2332	26	3	image	image	NOUN
american_scientific_journal-2332	26	4	was	be	AUX
american_scientific_journal-2332	26	5	converted	convert	VERB
american_scientific_journal-2332	26	6	to	to	ADP
american_scientific_journal-2332	26	7	binary	binary	ADJ
american_scientific_journal-2332	26	8	image	image	NOUN
american_scientific_journal-2332	26	9	by	by	ADP
american_scientific_journal-2332	26	10	using	use	VERB
american_scientific_journal-2332	26	11	a	a	DET
american_scientific_journal-2332	26	12	thresholding	thresholding	NOUN
american_scientific_journal-2332	26	13	method	method	NOUN
american_scientific_journal-2332	26	14	.	.	PUNCT
american_scientific_journal-2332	27	1	a	a	DET
american_scientific_journal-2332	27	2	global	global	ADJ
american_scientific_journal-2332	27	3	threshold	threshold	NOUN
american_scientific_journal-2332	27	4	can	can	AUX
american_scientific_journal-2332	27	5	be	be	AUX
american_scientific_journal-2332	27	6	used	use	VERB
american_scientific_journal-2332	27	7	to	to	PART
american_scientific_journal-2332	27	8	convert	convert	VERB
american_scientific_journal-2332	27	9	intensity	intensity	NOUN
american_scientific_journal-2332	27	10	to	to	ADP
american_scientific_journal-2332	27	11	binary	binary	ADJ
american_scientific_journal-2332	27	12	image	image	NOUN
american_scientific_journal-2332	27	13	.	.	PUNCT
american_scientific_journal-2332	28	1	it	it	PRON
american_scientific_journal-2332	28	2	utilizes	utilize	VERB
american_scientific_journal-2332	28	3	otsu	otsu	PROPN
american_scientific_journal-2332	28	4	’s	’s	PART
american_scientific_journal-2332	28	5	method	method	NOUN
american_scientific_journal-2332	28	6	,	,	PUNCT
american_scientific_journal-2332	28	7	it	it	PRON
american_scientific_journal-2332	28	8	slides	slide	VERB
american_scientific_journal-2332	28	9	to	to	PART
american_scientific_journal-2332	28	10	change	change	VERB
american_scientific_journal-2332	28	11	the	the	DET
american_scientific_journal-2332	28	12	threshold	threshold	NOUN
american_scientific_journal-2332	28	13	values	value	NOUN
american_scientific_journal-2332	28	14	to	to	PART
american_scientific_journal-2332	28	15	minimize	minimize	VERB
american_scientific_journal-2332	28	16	or	or	CCONJ
american_scientific_journal-2332	28	17	maximize	maximize	VERB
american_scientific_journal-2332	28	18	the	the	DET
american_scientific_journal-2332	28	19	intra	intra	ADJ
american_scientific_journal-2332	28	20	-	-	ADJ
american_scientific_journal-2332	28	21	class	class	ADJ
american_scientific_journal-2332	28	22	variance	variance	NOUN
american_scientific_journal-2332	28	23	of	of	ADP
american_scientific_journal-2332	28	24	black	black	ADJ
american_scientific_journal-2332	28	25	and	and	CCONJ
american_scientific_journal-2332	28	26	white	white	ADJ
american_scientific_journal-2332	28	27	pixels	pixel	NOUN
american_scientific_journal-2332	28	28	[	[	X
american_scientific_journal-2332	28	29	1].figure-3(a	1].figure-3(a	NUM
american_scientific_journal-2332	28	30	)	)	PUNCT
american_scientific_journal-2332	28	31	.	.	PUNCT
american_scientific_journal-2332	29	1	2.2	2.2	NUM
american_scientific_journal-2332	29	2	.	.	PUNCT
american_scientific_journal-2332	29	3	image	image	NOUN
american_scientific_journal-2332	29	4	enhancement	enhancement	NOUN
american_scientific_journal-2332	29	5	image	image	NOUN
american_scientific_journal-2332	29	6	enhancement	enhancement	NOUN
american_scientific_journal-2332	29	7	is	be	AUX
american_scientific_journal-2332	29	8	the	the	DET
american_scientific_journal-2332	29	9	converting	converting	NOUN
american_scientific_journal-2332	29	10	of	of	ADP
american_scientific_journal-2332	29	11	image	image	NOUN
american_scientific_journal-2332	29	12	into	into	ADP
american_scientific_journal-2332	29	13	better	well	ADJ
american_scientific_journal-2332	29	14	human	human	ADJ
american_scientific_journal-2332	29	15	perception	perception	NOUN
american_scientific_journal-2332	29	16	of	of	ADP
american_scientific_journal-2332	29	17	image	image	NOUN
american_scientific_journal-2332	29	18	information	information	NOUN
american_scientific_journal-2332	29	19	and	and	CCONJ
american_scientific_journal-2332	29	20	interpretability	interpretability	NOUN
american_scientific_journal-2332	29	21	.	.	PUNCT
american_scientific_journal-2332	30	1	the	the	DET
american_scientific_journal-2332	30	2	enhancement	enhancement	NOUN
american_scientific_journal-2332	30	3	method	method	NOUN
american_scientific_journal-2332	30	4	can	can	AUX
american_scientific_journal-2332	30	5	be	be	AUX
american_scientific_journal-2332	30	6	applied	apply	VERB
american_scientific_journal-2332	30	7	to	to	ADP
american_scientific_journal-2332	30	8	image	image	NOUN
american_scientific_journal-2332	30	9	without	without	ADP
american_scientific_journal-2332	30	10	spoil	spoil	NOUN
american_scientific_journal-2332	30	11	image	image	NOUN
american_scientific_journal-2332	30	12	;	;	PUNCT
american_scientific_journal-2332	30	13	it	it	PRON
american_scientific_journal-2332	30	14	categorized	categorize	VERB
american_scientific_journal-2332	30	15	into	into	ADP
american_scientific_journal-2332	30	16	two	two	NUM
american_scientific_journal-2332	30	17	types	type	NOUN
american_scientific_journal-2332	30	18	,	,	PUNCT
american_scientific_journal-2332	30	19	these	these	PRON
american_scientific_journal-2332	30	20	are	be	AUX
american_scientific_journal-2332	30	21	.	.	PUNCT
american_scientific_journal-2332	31	1	i	i	PRON
american_scientific_journal-2332	31	2	)	)	PUNCT
american_scientific_journal-2332	31	3	spatial	spatial	ADJ
american_scientific_journal-2332	31	4	domain	domain	NOUN
american_scientific_journal-2332	31	5	method	method	PROPN
american_scientific_journal-2332	31	6	ii	ii	PROPN
american_scientific_journal-2332	31	7	)	)	PUNCT
american_scientific_journal-2332	31	8	frequency	frequency	NOUN
american_scientific_journal-2332	31	9	domain	domain	NOUN
american_scientific_journal-2332	31	10	method	method	NOUN
american_scientific_journal-2332	31	11	in	in	ADP
american_scientific_journal-2332	31	12	spatial	spatial	ADJ
american_scientific_journal-2332	31	13	domain	domain	NOUN
american_scientific_journal-2332	31	14	method	method	NOUN
american_scientific_journal-2332	31	15	,	,	PUNCT
american_scientific_journal-2332	31	16	the	the	DET
american_scientific_journal-2332	31	17	values	value	NOUN
american_scientific_journal-2332	31	18	of	of	ADP
american_scientific_journal-2332	31	19	pixel	pixel	NOUN
american_scientific_journal-2332	31	20	are	be	AUX
american_scientific_journal-2332	31	21	manipulated	manipulate	VERB
american_scientific_journal-2332	31	22	to	to	PART
american_scientific_journal-2332	31	23	achieve	achieve	VERB
american_scientific_journal-2332	31	24	desired	desire	VERB
american_scientific_journal-2332	31	25	enhancement	enhancement	NOUN
american_scientific_journal-2332	31	26	.	.	PUNCT
american_scientific_journal-2332	32	1	in	in	ADP
american_scientific_journal-2332	32	2	frequency	frequency	NOUN
american_scientific_journal-2332	32	3	domain	domain	NOUN
american_scientific_journal-2332	32	4	,	,	PUNCT
american_scientific_journal-2332	32	5	image	image	NOUN
american_scientific_journal-2332	32	6	is	be	AUX
american_scientific_journal-2332	32	7	transferred	transfer	VERB
american_scientific_journal-2332	32	8	to	to	ADP
american_scientific_journal-2332	32	9	frequency	frequency	NOUN
american_scientific_journal-2332	32	10	domain	domain	NOUN
american_scientific_journal-2332	32	11	by	by	ADP
american_scientific_journal-2332	32	12	means	mean	NOUN
american_scientific_journal-2332	32	13	of	of	ADP
american_scientific_journal-2332	32	14	fourier	fouri	ADJ
american_scientific_journal-2332	32	15	transformation	transformation	NOUN
american_scientific_journal-2332	32	16	and	and	CCONJ
american_scientific_journal-2332	32	17	then	then	ADV
american_scientific_journal-2332	32	18	reverse	reverse	VERB
american_scientific_journal-2332	32	19	the	the	DET
american_scientific_journal-2332	32	20	fourier	fourier	ADJ
american_scientific_journal-2332	32	21	transformation	transformation	NOUN
american_scientific_journal-2332	32	22	to	to	PART
american_scientific_journal-2332	32	23	get	get	VERB
american_scientific_journal-2332	32	24	the	the	DET
american_scientific_journal-2332	32	25	resulted	resulted	ADJ
american_scientific_journal-2332	32	26	image	image	NOUN
american_scientific_journal-2332	33	1	[	[	X
american_scientific_journal-2332	33	2	6	6	NUM
american_scientific_journal-2332	33	3	]	]	PUNCT
american_scientific_journal-2332	33	4	.	.	PUNCT
american_scientific_journal-2332	34	1	enhancement	enhancement	NOUN
american_scientific_journal-2332	34	2	are	be	AUX
american_scientific_journal-2332	34	3	performed	perform	VERB
american_scientific_journal-2332	34	4	to	to	PART
american_scientific_journal-2332	34	5	modify	modify	VERB
american_scientific_journal-2332	34	6	the	the	DET
american_scientific_journal-2332	34	7	image	image	NOUN
american_scientific_journal-2332	34	8	brightness	brightness	NOUN
american_scientific_journal-2332	34	9	,	,	PUNCT
american_scientific_journal-2332	34	10	contrast	contrast	NOUN
american_scientific_journal-2332	34	11	and	and	CCONJ
american_scientific_journal-2332	34	12	distribution	distribution	NOUN
american_scientific_journal-2332	34	13	of	of	ADP
american_scientific_journal-2332	34	14	gray	gray	ADJ
american_scientific_journal-2332	34	15	level.figure-3(b	level.figure-3(b	PROPN
american_scientific_journal-2332	34	16	)	)	PUNCT
american_scientific_journal-2332	34	17	2.3	2.3	NUM
american_scientific_journal-2332	34	18	.	.	PUNCT
american_scientific_journal-2332	35	1	image	image	NOUN
american_scientific_journal-2332	35	2	segmentation	segmentation	NOUN
american_scientific_journal-2332	35	3	the	the	DET
american_scientific_journal-2332	35	4	description	description	NOUN
american_scientific_journal-2332	35	5	and	and	CCONJ
american_scientific_journal-2332	35	6	recognition	recognition	NOUN
american_scientific_journal-2332	35	7	of	of	ADP
american_scientific_journal-2332	35	8	the	the	DET
american_scientific_journal-2332	35	9	lung	lung	NOUN
american_scientific_journal-2332	35	10	nodule	nodule	NOUN
american_scientific_journal-2332	35	11	depend	depend	VERB
american_scientific_journal-2332	35	12	mostly	mostly	ADV
american_scientific_journal-2332	35	13	on	on	ADP
american_scientific_journal-2332	35	14	the	the	DET
american_scientific_journal-2332	35	15	segmentation	segmentation	NOUN
american_scientific_journal-2332	35	16	result	result	NOUN
american_scientific_journal-2332	35	17	.	.	PUNCT
american_scientific_journal-2332	36	1	we	we	PRON
american_scientific_journal-2332	36	2	used	use	VERB
american_scientific_journal-2332	36	3	thresholding	thresholde	VERB
american_scientific_journal-2332	36	4	segmentation	segmentation	NOUN
american_scientific_journal-2332	36	5	techniques	technique	NOUN
american_scientific_journal-2332	36	6	.	.	PUNCT
american_scientific_journal-2332	37	1	thresholding	thresholding	NOUN
american_scientific_journal-2332	37	2	is	be	AUX
american_scientific_journal-2332	37	3	the	the	DET
american_scientific_journal-2332	37	4	best	good	ADJ
american_scientific_journal-2332	37	5	method	method	NOUN
american_scientific_journal-2332	37	6	for	for	ADP
american_scientific_journal-2332	37	7	image	image	NOUN
american_scientific_journal-2332	37	8	segmentation	segmentation	NOUN
american_scientific_journal-2332	37	9	.	.	PUNCT
american_scientific_journal-2332	38	1	the	the	DET
american_scientific_journal-2332	38	2	segmented	segment	VERB
american_scientific_journal-2332	38	3	american	american	ADJ
american_scientific_journal-2332	38	4	scientific	scientific	ADJ
american_scientific_journal-2332	38	5	research	research	NOUN
american_scientific_journal-2332	38	6	journal	journal	NOUN
american_scientific_journal-2332	38	7	for	for	ADP
american_scientific_journal-2332	38	8	engineering	engineering	NOUN
american_scientific_journal-2332	38	9	,	,	PUNCT
american_scientific_journal-2332	38	10	technology	technology	NOUN
american_scientific_journal-2332	38	11	,	,	PUNCT
american_scientific_journal-2332	38	12	and	and	CCONJ
american_scientific_journal-2332	38	13	sciences	science	NOUN
american_scientific_journal-2332	38	14	(	(	PUNCT
american_scientific_journal-2332	38	15	asrjets	asrjet	NOUN
american_scientific_journal-2332	38	16	)	)	PUNCT
american_scientific_journal-2332	38	17	(	(	PUNCT
american_scientific_journal-2332	38	18	2016	2016	NUM
american_scientific_journal-2332	38	19	)	)	PUNCT
american_scientific_journal-2332	38	20	volume	volume	NOUN
american_scientific_journal-2332	38	21	26	26	NUM
american_scientific_journal-2332	38	22	,	,	PUNCT
american_scientific_journal-2332	38	23	no	no	DET
american_scientific_journal-2332	38	24	3	3	NUM
american_scientific_journal-2332	38	25	,	,	PUNCT
american_scientific_journal-2332	38	26	pp	pp	ADV
american_scientific_journal-2332	38	27	254	254	NUM
american_scientific_journal-2332	38	28	-	-	SYM
american_scientific_journal-2332	38	29	265	265	NUM
american_scientific_journal-2332	38	30	257	257	NUM
american_scientific_journal-2332	38	31	images	image	NOUN
american_scientific_journal-2332	38	32	through	through	ADP
american_scientific_journal-2332	38	33	thresholding	thresholding	NOUN
american_scientific_journal-2332	38	34	have	have	AUX
american_scientific_journal-2332	38	35	been	be	AUX
american_scientific_journal-2332	38	36	proposed	propose	VERB
american_scientific_journal-2332	38	37	because	because	SCONJ
american_scientific_journal-2332	38	38	of	of	ADP
american_scientific_journal-2332	38	39	the	the	DET
american_scientific_journal-2332	38	40	approximate	approximate	ADJ
american_scientific_journal-2332	38	41	intensity	intensity	NOUN
american_scientific_journal-2332	38	42	value	value	NOUN
american_scientific_journal-2332	38	43	between	between	ADP
american_scientific_journal-2332	38	44	the	the	DET
american_scientific_journal-2332	38	45	lung	lung	NOUN
american_scientific_journal-2332	38	46	nodule	nodule	NOUN
american_scientific_journal-2332	38	47	and	and	CCONJ
american_scientific_journal-2332	38	48	unwanted	unwanted	ADJ
american_scientific_journal-2332	38	49	background	background	NOUN
american_scientific_journal-2332	38	50	region	region	NOUN
american_scientific_journal-2332	38	51	.	.	PUNCT
american_scientific_journal-2332	39	1	it	it	PRON
american_scientific_journal-2332	39	2	creates	create	VERB
american_scientific_journal-2332	39	3	an	an	DET
american_scientific_journal-2332	39	4	output	output	NOUN
american_scientific_journal-2332	39	5	image	image	NOUN
american_scientific_journal-2332	39	6	of	of	ADP
american_scientific_journal-2332	39	7	the	the	DET
american_scientific_journal-2332	39	8	same	same	ADJ
american_scientific_journal-2332	39	9	size.figure-3(c	size.figure-3(c	NOUN
american_scientific_journal-2332	39	10	)	)	PUNCT
american_scientific_journal-2332	39	11	.	.	PUNCT
american_scientific_journal-2332	40	1	2.4	2.4	NUM
american_scientific_journal-2332	40	2	.	.	PUNCT
american_scientific_journal-2332	41	1	feature	feature	NOUN
american_scientific_journal-2332	41	2	extraction	extraction	NOUN
american_scientific_journal-2332	41	3	the	the	DET
american_scientific_journal-2332	41	4	nodule	nodule	NOUN
american_scientific_journal-2332	41	5	feature	feature	NOUN
american_scientific_journal-2332	41	6	extraction	extraction	NOUN
american_scientific_journal-2332	41	7	is	be	AUX
american_scientific_journal-2332	41	8	needed	need	VERB
american_scientific_journal-2332	41	9	in	in	ADP
american_scientific_journal-2332	41	10	our	our	PRON
american_scientific_journal-2332	41	11	work	work	NOUN
american_scientific_journal-2332	41	12	,	,	PUNCT
american_scientific_journal-2332	41	13	by	by	ADP
american_scientific_journal-2332	41	14	using	use	VERB
american_scientific_journal-2332	41	15	image	image	NOUN
american_scientific_journal-2332	41	16	processing	processing	NOUN
american_scientific_journal-2332	41	17	algorithms	algorithm	NOUN
american_scientific_journal-2332	41	18	we	we	PRON
american_scientific_journal-2332	41	19	successful	successful	ADJ
american_scientific_journal-2332	41	20	extract	extract	VERB
american_scientific_journal-2332	41	21	the	the	DET
american_scientific_journal-2332	41	22	features	feature	NOUN
american_scientific_journal-2332	41	23	from	from	ADP
american_scientific_journal-2332	41	24	the	the	DET
american_scientific_journal-2332	41	25	lung	lung	NOUN
american_scientific_journal-2332	41	26	nodule	nodule	NOUN
american_scientific_journal-2332	41	27	.	.	PUNCT
american_scientific_journal-2332	42	1	these	these	DET
american_scientific_journal-2332	42	2	extracted	extract	VERB
american_scientific_journal-2332	42	3	features	feature	NOUN
american_scientific_journal-2332	42	4	were	be	AUX
american_scientific_journal-2332	42	5	organized	organize	VERB
american_scientific_journal-2332	42	6	in	in	ADP
american_scientific_journal-2332	42	7	database	database	NOUN
american_scientific_journal-2332	42	8	and	and	CCONJ
american_scientific_journal-2332	42	9	it	it	PRON
american_scientific_journal-2332	42	10	finally	finally	ADV
american_scientific_journal-2332	42	11	used	use	VERB
american_scientific_journal-2332	42	12	to	to	PART
american_scientific_journal-2332	42	13	identify	identify	VERB
american_scientific_journal-2332	42	14	the	the	DET
american_scientific_journal-2332	42	15	lung	lung	NOUN
american_scientific_journal-2332	42	16	as	as	ADP
american_scientific_journal-2332	42	17	cancer	cancer	NOUN
american_scientific_journal-2332	42	18	or	or	CCONJ
american_scientific_journal-2332	42	19	non	non	ADJ
american_scientific_journal-2332	42	20	-	-	ADJ
american_scientific_journal-2332	42	21	cancer	cancer	ADJ
american_scientific_journal-2332	43	1	[	[	X
american_scientific_journal-2332	43	2	2	2	NUM
american_scientific_journal-2332	43	3	]	]	PUNCT
american_scientific_journal-2332	43	4	.	.	PUNCT
american_scientific_journal-2332	44	1	extracted	extract	VERB
american_scientific_journal-2332	44	2	features	feature	NOUN
american_scientific_journal-2332	44	3	are	be	AUX
american_scientific_journal-2332	44	4	considered	consider	VERB
american_scientific_journal-2332	44	5	as	as	ADP
american_scientific_journal-2332	44	6	the	the	DET
american_scientific_journal-2332	44	7	factors	factor	NOUN
american_scientific_journal-2332	44	8	for	for	ADP
american_scientific_journal-2332	44	9	classification	classification	NOUN
american_scientific_journal-2332	44	10	.	.	PUNCT
american_scientific_journal-2332	45	1	in	in	ADP
american_scientific_journal-2332	45	2	our	our	PRON
american_scientific_journal-2332	45	3	system	system	NOUN
american_scientific_journal-2332	45	4	it	it	PRON
american_scientific_journal-2332	45	5	involves	involve	VERB
american_scientific_journal-2332	45	6	two	two	NUM
american_scientific_journal-2332	45	7	processing	processing	NOUN
american_scientific_journal-2332	45	8	steps	step	NOUN
american_scientific_journal-2332	45	9	of	of	ADP
american_scientific_journal-2332	45	10	extraction	extraction	NOUN
american_scientific_journal-2332	45	11	.	.	PUNCT
american_scientific_journal-2332	46	1	1	1	NUM
american_scientific_journal-2332	46	2	)	)	PUNCT
american_scientific_journal-2332	46	3	extraction	extraction	NOUN
american_scientific_journal-2332	46	4	of	of	ADP
american_scientific_journal-2332	46	5	unwanted	unwanted	ADJ
american_scientific_journal-2332	46	6	lung	lung	NOUN
american_scientific_journal-2332	46	7	and	and	CCONJ
american_scientific_journal-2332	46	8	region	region	NOUN
american_scientific_journal-2332	46	9	of	of	ADP
american_scientific_journal-2332	46	10	interest	interest	NOUN
american_scientific_journal-2332	46	11	by	by	ADP
american_scientific_journal-2332	46	12	using	use	VERB
american_scientific_journal-2332	46	13	thresholding	thresholding	NOUN
american_scientific_journal-2332	46	14	we	we	PRON
american_scientific_journal-2332	46	15	were	be	AUX
american_scientific_journal-2332	46	16	able	able	ADJ
american_scientific_journal-2332	46	17	to	to	PART
american_scientific_journal-2332	46	18	identify	identify	VERB
american_scientific_journal-2332	46	19	the	the	DET
american_scientific_journal-2332	46	20	region	region	NOUN
american_scientific_journal-2332	46	21	of	of	ADP
american_scientific_journal-2332	46	22	interest	interest	NOUN
american_scientific_journal-2332	46	23	,	,	PUNCT
american_scientific_journal-2332	46	24	and	and	CCONJ
american_scientific_journal-2332	46	25	we	we	PRON
american_scientific_journal-2332	46	26	use	use	VERB
american_scientific_journal-2332	46	27	the	the	DET
american_scientific_journal-2332	46	28	freehand	freehand	NOUN
american_scientific_journal-2332	46	29	to	to	PART
american_scientific_journal-2332	46	30	crop	crop	VERB
american_scientific_journal-2332	46	31	the	the	DET
american_scientific_journal-2332	46	32	region	region	NOUN
american_scientific_journal-2332	46	33	of	of	ADP
american_scientific_journal-2332	46	34	interest	interest	NOUN
american_scientific_journal-2332	46	35	by	by	ADP
american_scientific_journal-2332	46	36	selecting	select	VERB
american_scientific_journal-2332	46	37	the	the	DET
american_scientific_journal-2332	46	38	region	region	NOUN
american_scientific_journal-2332	46	39	and	and	CCONJ
american_scientific_journal-2332	46	40	double	double	ADJ
american_scientific_journal-2332	46	41	click	click	NOUN
american_scientific_journal-2332	46	42	on	on	ADP
american_scientific_journal-2332	46	43	it	it	PRON
american_scientific_journal-2332	46	44	.	.	PUNCT
american_scientific_journal-2332	47	1	figure-3(d	figure-3(d	NOUN
american_scientific_journal-2332	47	2	)	)	PUNCT
american_scientific_journal-2332	47	3	.	.	PUNCT
american_scientific_journal-2332	48	1	2	2	X
american_scientific_journal-2332	48	2	)	)	PUNCT
american_scientific_journal-2332	48	3	extraction	extraction	NOUN
american_scientific_journal-2332	48	4	of	of	ADP
american_scientific_journal-2332	48	5	feature	feature	NOUN
american_scientific_journal-2332	48	6	parameters	parameter	NOUN
american_scientific_journal-2332	48	7	.	.	PUNCT
american_scientific_journal-2332	49	1	these	these	DET
american_scientific_journal-2332	49	2	features	feature	NOUN
american_scientific_journal-2332	49	3	were	be	AUX
american_scientific_journal-2332	49	4	extracted	extract	VERB
american_scientific_journal-2332	49	5	from	from	ADP
american_scientific_journal-2332	49	6	region	region	NOUN
american_scientific_journal-2332	49	7	of	of	ADP
american_scientific_journal-2332	49	8	interest	interest	NOUN
american_scientific_journal-2332	49	9	and	and	CCONJ
american_scientific_journal-2332	49	10	it	it	PRON
american_scientific_journal-2332	49	11	was	be	AUX
american_scientific_journal-2332	49	12	used	use	VERB
american_scientific_journal-2332	49	13	for	for	ADP
american_scientific_journal-2332	49	14	classification	classification	NOUN
american_scientific_journal-2332	49	15	process	process	NOUN
american_scientific_journal-2332	49	16	.	.	PUNCT
american_scientific_journal-2332	50	1	the	the	DET
american_scientific_journal-2332	50	2	region	region	NOUN
american_scientific_journal-2332	50	3	extracted	extract	VERB
american_scientific_journal-2332	50	4	is	be	AUX
american_scientific_journal-2332	50	5	shown	show	VERB
american_scientific_journal-2332	50	6	in	in	ADP
american_scientific_journal-2332	50	7	:	:	PUNCT
american_scientific_journal-2332	50	8	figure-3(e	figure-3(e	NOUN
american_scientific_journal-2332	50	9	)	)	PUNCT
american_scientific_journal-2332	50	10	.	.	PUNCT
american_scientific_journal-2332	51	1	a	a	DET
american_scientific_journal-2332	51	2	)	)	PUNCT
american_scientific_journal-2332	51	3	area	area	NOUN
american_scientific_journal-2332	51	4	:	:	PUNCT
american_scientific_journal-2332	51	5	it	it	PRON
american_scientific_journal-2332	51	6	is	be	AUX
american_scientific_journal-2332	51	7	the	the	DET
american_scientific_journal-2332	51	8	exactly	exactly	ADJ
american_scientific_journal-2332	51	9	number	number	NOUN
american_scientific_journal-2332	51	10	of	of	ADP
american_scientific_journal-2332	51	11	pixels	pixel	NOUN
american_scientific_journal-2332	51	12	in	in	ADP
american_scientific_journal-2332	51	13	roi	roi	NOUN
american_scientific_journal-2332	51	14	𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴	𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴	NOUN
american_scientific_journal-2332	51	15	=	=	SYM
american_scientific_journal-2332	51	16	𝜋𝜋𝐴𝐴2	𝜋𝜋𝐴𝐴2	X
american_scientific_journal-2332	51	17	(	(	PUNCT
american_scientific_journal-2332	51	18	1	1	NUM
american_scientific_journal-2332	51	19	)	)	PUNCT
american_scientific_journal-2332	51	20	b	b	NOUN
american_scientific_journal-2332	51	21	)	)	PUNCT
american_scientific_journal-2332	51	22	diameter	diameter	NOUN
american_scientific_journal-2332	51	23	:	:	PUNCT
american_scientific_journal-2332	51	24	is	be	AUX
american_scientific_journal-2332	51	25	the	the	DET
american_scientific_journal-2332	51	26	distance	distance	NOUN
american_scientific_journal-2332	51	27	between	between	ADP
american_scientific_journal-2332	51	28	the	the	DET
american_scientific_journal-2332	51	29	circles	circle	NOUN
american_scientific_journal-2332	51	30	through	through	ADP
american_scientific_journal-2332	51	31	the	the	DET
american_scientific_journal-2332	51	32	center	center	NOUN
american_scientific_journal-2332	51	33	of	of	ADP
american_scientific_journal-2332	51	34	the	the	DET
american_scientific_journal-2332	51	35	circle	circle	NOUN
american_scientific_journal-2332	51	36	at	at	ADP
american_scientific_journal-2332	51	37	the	the	DET
american_scientific_journal-2332	51	38	region	region	NOUN
american_scientific_journal-2332	51	39	of	of	ADP
american_scientific_journal-2332	51	40	interest	interest	NOUN
american_scientific_journal-2332	51	41	.	.	PUNCT
american_scientific_journal-2332	52	1	diameter=√(4*area)/	diameter=√(4*area)/	NOUN
american_scientific_journal-2332	52	2	𝜋𝜋	𝜋𝜋	X
american_scientific_journal-2332	52	3	(	(	PUNCT
american_scientific_journal-2332	52	4	2	2	NUM
american_scientific_journal-2332	52	5	)	)	PUNCT
american_scientific_journal-2332	52	6	c	c	NOUN
american_scientific_journal-2332	52	7	)	)	PUNCT
american_scientific_journal-2332	52	8	perimeter	perimeter	NOUN
american_scientific_journal-2332	52	9	:	:	PUNCT
american_scientific_journal-2332	52	10	it	it	PRON
american_scientific_journal-2332	52	11	is	be	AUX
american_scientific_journal-2332	52	12	the	the	DET
american_scientific_journal-2332	52	13	total	total	ADJ
american_scientific_journal-2332	52	14	distance	distance	NOUN
american_scientific_journal-2332	52	15	around	around	ADP
american_scientific_journal-2332	52	16	the	the	DET
american_scientific_journal-2332	52	17	region	region	NOUN
american_scientific_journal-2332	52	18	of	of	ADP
american_scientific_journal-2332	52	19	interest	interest	NOUN
american_scientific_journal-2332	52	20	.	.	PUNCT
american_scientific_journal-2332	53	1	perimeter=2	perimeter=2	VERB
american_scientific_journal-2332	53	2	𝜋𝜋r	𝜋𝜋r	NOUN
american_scientific_journal-2332	53	3	(	(	PUNCT
american_scientific_journal-2332	53	4	3	3	NUM
american_scientific_journal-2332	53	5	)	)	PUNCT
american_scientific_journal-2332	53	6	d	d	NOUN
american_scientific_journal-2332	53	7	)	)	PUNCT
american_scientific_journal-2332	53	8	roundness	roundness	NOUN
american_scientific_journal-2332	53	9	(	(	PUNCT
american_scientific_journal-2332	53	10	eccentricity	eccentricity	NOUN
american_scientific_journal-2332	53	11	):	):	PUNCT
american_scientific_journal-2332	53	12	is	be	AUX
american_scientific_journal-2332	53	13	the	the	DET
american_scientific_journal-2332	53	14	circularity	circularity	NOUN
american_scientific_journal-2332	53	15	of	of	ADP
american_scientific_journal-2332	53	16	the	the	DET
american_scientific_journal-2332	53	17	shape	shape	NOUN
american_scientific_journal-2332	53	18	of	of	ADP
american_scientific_journal-2332	53	19	the	the	DET
american_scientific_journal-2332	53	20	roi	roi	NOUN
american_scientific_journal-2332	53	21	and	and	CCONJ
american_scientific_journal-2332	53	22	it	it	PRON
american_scientific_journal-2332	53	23	is	be	AUX
american_scientific_journal-2332	53	24	must	must	AUX
american_scientific_journal-2332	53	25	be	be	AUX
american_scientific_journal-2332	53	26	1	1	NUM
american_scientific_journal-2332	53	27	for	for	ADP
american_scientific_journal-2332	53	28	the	the	DET
american_scientific_journal-2332	53	29	circle	circle	NOUN
american_scientific_journal-2332	53	30	or	or	CCONJ
american_scientific_journal-2332	53	31	less	less	ADJ
american_scientific_journal-2332	53	32	than	than	ADP
american_scientific_journal-2332	53	33	one	one	NUM
american_scientific_journal-2332	53	34	for	for	ADP
american_scientific_journal-2332	53	35	other	other	ADJ
american_scientific_journal-2332	53	36	shape	shape	NOUN
american_scientific_journal-2332	53	37	.	.	PUNCT
american_scientific_journal-2332	54	1	roundness=	roundness=	NUM
american_scientific_journal-2332	54	2	4𝜋𝜋a	4𝜋𝜋a	NUM
american_scientific_journal-2332	54	3	perimeter2	perimeter2	NOUN
american_scientific_journal-2332	54	4	.	.	PUNCT
american_scientific_journal-2332	55	1	(	(	PUNCT
american_scientific_journal-2332	55	2	4	4	X
american_scientific_journal-2332	55	3	)	)	PUNCT
american_scientific_journal-2332	55	4	e	e	NOUN
american_scientific_journal-2332	55	5	)	)	PUNCT
american_scientific_journal-2332	55	6	volume	volume	NOUN
american_scientific_journal-2332	55	7	:	:	PUNCT
american_scientific_journal-2332	56	1	𝑣𝑣	𝑣𝑣	X
american_scientific_journal-2332	56	2	=	=	SYM
american_scientific_journal-2332	56	3	4	4	NUM
american_scientific_journal-2332	56	4	3	3	NUM
american_scientific_journal-2332	56	5	∗	∗	NOUN
american_scientific_journal-2332	56	6	𝜋𝜋r3	𝜋𝜋r3	NOUN
american_scientific_journal-2332	56	7	(	(	PUNCT
american_scientific_journal-2332	56	8	5	5	NUM
american_scientific_journal-2332	56	9	)	)	PUNCT
american_scientific_journal-2332	56	10	f	f	NOUN
american_scientific_journal-2332	56	11	)	)	PUNCT
american_scientific_journal-2332	56	12	centroid	centroid	NOUN
american_scientific_journal-2332	56	13	:	:	PUNCT
american_scientific_journal-2332	56	14	x	x	X
american_scientific_journal-2332	56	15	,	,	PUNCT
american_scientific_journal-2332	56	16	y	y	PROPN
american_scientific_journal-2332	56	17	g	g	NOUN
american_scientific_journal-2332	56	18	)	)	PUNCT
american_scientific_journal-2332	56	19	mean	mean	PROPN
american_scientific_journal-2332	56	20	intensity	intensity	NOUN
american_scientific_journal-2332	56	21	:	:	PUNCT
american_scientific_journal-2332	56	22	american	american	ADJ
american_scientific_journal-2332	56	23	scientific	scientific	ADJ
american_scientific_journal-2332	56	24	research	research	PROPN
american_scientific_journal-2332	56	25	journal	journal	NOUN
american_scientific_journal-2332	56	26	for	for	ADP
american_scientific_journal-2332	56	27	engineering	engineering	NOUN
american_scientific_journal-2332	56	28	,	,	PUNCT
american_scientific_journal-2332	56	29	technology	technology	NOUN
american_scientific_journal-2332	56	30	,	,	PUNCT
american_scientific_journal-2332	56	31	and	and	CCONJ
american_scientific_journal-2332	56	32	sciences	science	NOUN
american_scientific_journal-2332	56	33	(	(	PUNCT
american_scientific_journal-2332	56	34	asrjets	asrjet	NOUN
american_scientific_journal-2332	56	35	)	)	PUNCT
american_scientific_journal-2332	56	36	(	(	PUNCT
american_scientific_journal-2332	56	37	2016	2016	NUM
american_scientific_journal-2332	56	38	)	)	PUNCT
american_scientific_journal-2332	56	39	volume	volume	NOUN
american_scientific_journal-2332	56	40	26	26	NUM
american_scientific_journal-2332	56	41	,	,	PUNCT
american_scientific_journal-2332	56	42	no	no	DET
american_scientific_journal-2332	56	43	3	3	NUM
american_scientific_journal-2332	56	44	,	,	PUNCT
american_scientific_journal-2332	56	45	pp	pp	ADV
american_scientific_journal-2332	56	46	254	254	NUM
american_scientific_journal-2332	56	47	-	-	SYM
american_scientific_journal-2332	56	48	265	265	NUM
american_scientific_journal-2332	56	49	258	258	NUM
american_scientific_journal-2332	56	50	a	a	PRON
american_scientific_journal-2332	56	51	)	)	PUNCT
american_scientific_journal-2332	56	52	original	original	ADJ
american_scientific_journal-2332	56	53	image	image	NOUN
american_scientific_journal-2332	56	54	b	b	NOUN
american_scientific_journal-2332	56	55	)	)	PUNCT
american_scientific_journal-2332	56	56	binary	binary	NOUN
american_scientific_journal-2332	56	57	thresholding	thresholde	VERB
american_scientific_journal-2332	56	58	c	c	NOUN
american_scientific_journal-2332	56	59	)	)	PUNCT
american_scientific_journal-2332	56	60	image	image	NOUN
american_scientific_journal-2332	56	61	segmentation	segmentation	NOUN
american_scientific_journal-2332	56	62	d	d	NOUN
american_scientific_journal-2332	56	63	)	)	PUNCT
american_scientific_journal-2332	56	64	free	free	ADJ
american_scientific_journal-2332	56	65	hand	hand	NOUN
american_scientific_journal-2332	56	66	selection	selection	NOUN
american_scientific_journal-2332	56	67	d	d	NOUN
american_scientific_journal-2332	56	68	)	)	PUNCT
american_scientific_journal-2332	56	69	unwanted	unwanted	ADJ
american_scientific_journal-2332	56	70	region	region	NOUN
american_scientific_journal-2332	56	71	e	e	NOUN
american_scientific_journal-2332	56	72	)	)	PUNCT
american_scientific_journal-2332	56	73	region	region	NOUN
american_scientific_journal-2332	56	74	of	of	ADP
american_scientific_journal-2332	56	75	interest	interest	NOUN
american_scientific_journal-2332	56	76	figure	figure	NOUN
american_scientific_journal-2332	56	77	3	3	NUM
american_scientific_journal-2332	56	78	2.5	2.5	NUM
american_scientific_journal-2332	56	79	.	.	PUNCT
american_scientific_journal-2332	57	1	database	database	NOUN
american_scientific_journal-2332	57	2	we	we	PRON
american_scientific_journal-2332	57	3	built	build	VERB
american_scientific_journal-2332	57	4	a	a	DET
american_scientific_journal-2332	57	5	case	case	NOUN
american_scientific_journal-2332	57	6	database	database	NOUN
american_scientific_journal-2332	57	7	which	which	PRON
american_scientific_journal-2332	57	8	used	use	VERB
american_scientific_journal-2332	57	9	to	to	PART
american_scientific_journal-2332	57	10	store	store	VERB
american_scientific_journal-2332	57	11	all	all	DET
american_scientific_journal-2332	57	12	features	feature	NOUN
american_scientific_journal-2332	57	13	that	that	PRON
american_scientific_journal-2332	57	14	extracted	extract	VERB
american_scientific_journal-2332	57	15	from	from	ADP
american_scientific_journal-2332	57	16	the	the	DET
american_scientific_journal-2332	57	17	image	image	NOUN
american_scientific_journal-2332	57	18	.	.	PUNCT
american_scientific_journal-2332	58	1	we	we	PRON
american_scientific_journal-2332	58	2	created	create	VERB
american_scientific_journal-2332	58	3	our	our	PRON
american_scientific_journal-2332	58	4	database	database	NOUN
american_scientific_journal-2332	58	5	by	by	ADP
american_scientific_journal-2332	58	6	using	use	VERB
american_scientific_journal-2332	58	7	mysql	mysql	NOUN
american_scientific_journal-2332	58	8	database	database	NOUN
american_scientific_journal-2332	58	9	.	.	PUNCT
american_scientific_journal-2332	59	1	all	all	DET
american_scientific_journal-2332	59	2	features	feature	NOUN
american_scientific_journal-2332	59	3	extracted	extract	VERB
american_scientific_journal-2332	59	4	were	be	AUX
american_scientific_journal-2332	59	5	organized	organize	VERB
american_scientific_journal-2332	59	6	in	in	ADP
american_scientific_journal-2332	59	7	database	database	NOUN
american_scientific_journal-2332	59	8	before	before	SCONJ
american_scientific_journal-2332	59	9	selected	select	VERB
american_scientific_journal-2332	59	10	some	some	DET
american_scientific_journal-2332	59	11	features	feature	NOUN
american_scientific_journal-2332	59	12	and	and	CCONJ
american_scientific_journal-2332	59	13	organized	organize	VERB
american_scientific_journal-2332	59	14	in	in	ADP
american_scientific_journal-2332	59	15	dataset	dataset	NOUN
american_scientific_journal-2332	59	16	for	for	ADP
american_scientific_journal-2332	59	17	further	further	ADJ
american_scientific_journal-2332	59	18	data	data	PROPN
american_scientific_journal-2332	59	19	analysis.figure-4	analysis.figure-4	PROPN
american_scientific_journal-2332	59	20	.	.	PUNCT
american_scientific_journal-2332	60	1	figure	figure	NOUN
american_scientific_journal-2332	60	2	4	4	NUM
american_scientific_journal-2332	60	3	:	:	PUNCT
american_scientific_journal-2332	60	4	mysql	mysql	NOUN
american_scientific_journal-2332	60	5	database	database	NOUN
american_scientific_journal-2332	60	6	used	use	VERB
american_scientific_journal-2332	60	7	for	for	ADP
american_scientific_journal-2332	60	8	stored	store	VERB
american_scientific_journal-2332	60	9	extracted	extract	VERB
american_scientific_journal-2332	60	10	features	feature	NOUN
american_scientific_journal-2332	60	11	.	.	PUNCT
american_scientific_journal-2332	61	1	2.6	2.6	NUM
american_scientific_journal-2332	61	2	.	.	PUNCT
american_scientific_journal-2332	61	3	features	feature	VERB
american_scientific_journal-2332	61	4	analysis	analysis	NOUN
american_scientific_journal-2332	61	5	2.6.1	2.6.1	NUM
american_scientific_journal-2332	61	6	.	.	PUNCT
american_scientific_journal-2332	62	1	artificial	artificial	ADJ
american_scientific_journal-2332	62	2	neural	neural	ADJ
american_scientific_journal-2332	62	3	network	network	NOUN
american_scientific_journal-2332	62	4	artificial	artificial	ADJ
american_scientific_journal-2332	62	5	neural	neural	ADJ
american_scientific_journal-2332	62	6	network	network	NOUN
american_scientific_journal-2332	62	7	is	be	AUX
american_scientific_journal-2332	62	8	a	a	DET
american_scientific_journal-2332	62	9	mathematical	mathematical	ADJ
american_scientific_journal-2332	62	10	model	model	NOUN
american_scientific_journal-2332	62	11	for	for	ADP
american_scientific_journal-2332	62	12	computing	compute	VERB
american_scientific_journal-2332	62	13	biology	biology	NOUN
american_scientific_journal-2332	62	14	neural	neural	ADJ
american_scientific_journal-2332	62	15	networks	network	NOUN
american_scientific_journal-2332	62	16	.	.	PUNCT
american_scientific_journal-2332	63	1	ann	ann	PROPN
american_scientific_journal-2332	63	2	is	be	AUX
american_scientific_journal-2332	63	3	adapting	adapt	VERB
american_scientific_journal-2332	63	4	and	and	CCONJ
american_scientific_journal-2332	63	5	changes	change	NOUN
american_scientific_journal-2332	63	6	according	accord	VERB
american_scientific_journal-2332	63	7	to	to	ADP
american_scientific_journal-2332	63	8	the	the	DET
american_scientific_journal-2332	63	9	information	information	NOUN
american_scientific_journal-2332	63	10	given	give	VERB
american_scientific_journal-2332	63	11	to	to	ADP
american_scientific_journal-2332	63	12	the	the	DET
american_scientific_journal-2332	63	13	network	network	NOUN
american_scientific_journal-2332	63	14	during	during	ADP
american_scientific_journal-2332	63	15	the	the	DET
american_scientific_journal-2332	63	16	learning	learning	NOUN
american_scientific_journal-2332	63	17	phase	phase	NOUN
american_scientific_journal-2332	63	18	[	[	X
american_scientific_journal-2332	63	19	1	1	NUM
american_scientific_journal-2332	63	20	]	]	PUNCT
american_scientific_journal-2332	63	21	.	.	PUNCT
american_scientific_journal-2332	64	1	the	the	DET
american_scientific_journal-2332	64	2	neural	neural	ADJ
american_scientific_journal-2332	64	3	network	network	NOUN
american_scientific_journal-2332	64	4	consists	consist	VERB
american_scientific_journal-2332	64	5	input	input	NOUN
american_scientific_journal-2332	64	6	layer	layer	NOUN
american_scientific_journal-2332	64	7	,	,	PUNCT
american_scientific_journal-2332	64	8	hidden	hide	VERB
american_scientific_journal-2332	64	9	layer	layer	NOUN
american_scientific_journal-2332	64	10	and	and	CCONJ
american_scientific_journal-2332	64	11	output	output	NOUN
american_scientific_journal-2332	64	12	layer	layer	NOUN
american_scientific_journal-2332	64	13	.	.	PUNCT
american_scientific_journal-2332	65	1	the	the	DET
american_scientific_journal-2332	65	2	number	number	NOUN
american_scientific_journal-2332	65	3	of	of	ADP
american_scientific_journal-2332	65	4	input	input	NOUN
american_scientific_journal-2332	65	5	nodes	node	NOUN
american_scientific_journal-2332	65	6	in	in	ADP
american_scientific_journal-2332	65	7	the	the	DET
american_scientific_journal-2332	65	8	input	input	NOUN
american_scientific_journal-2332	65	9	layer	layer	NOUN
american_scientific_journal-2332	65	10	is	be	AUX
american_scientific_journal-2332	65	11	equal	equal	ADJ
american_scientific_journal-2332	65	12	to	to	ADP
american_scientific_journal-2332	65	13	the	the	DET
american_scientific_journal-2332	65	14	number	number	NOUN
american_scientific_journal-2332	65	15	of	of	ADP
american_scientific_journal-2332	65	16	attribute	attribute	NOUN
american_scientific_journal-2332	65	17	element	element	NOUN
american_scientific_journal-2332	65	18	in	in	ADP
american_scientific_journal-2332	65	19	the	the	DET
american_scientific_journal-2332	65	20	dataset	dataset	NOUN
american_scientific_journal-2332	65	21	.	.	PUNCT
american_scientific_journal-2332	66	1	in	in	ADP
american_scientific_journal-2332	66	2	our	our	PRON
american_scientific_journal-2332	66	3	system	system	NOUN
american_scientific_journal-2332	66	4	,	,	PUNCT
american_scientific_journal-2332	66	5	the	the	DET
american_scientific_journal-2332	66	6	input	input	NOUN
american_scientific_journal-2332	66	7	layer	layer	NOUN
american_scientific_journal-2332	66	8	had	have	VERB
american_scientific_journal-2332	66	9	6	6	NUM
american_scientific_journal-2332	66	10	nodes	node	NOUN
american_scientific_journal-2332	66	11	,	,	PUNCT
american_scientific_journal-2332	66	12	in	in	ADP
american_scientific_journal-2332	66	13	the	the	DET
american_scientific_journal-2332	66	14	hidden	hide	VERB
american_scientific_journal-2332	66	15	layer	layer	NOUN
american_scientific_journal-2332	66	16	,	,	PUNCT
american_scientific_journal-2332	66	17	we	we	PRON
american_scientific_journal-2332	66	18	choice	choice	VERB
american_scientific_journal-2332	66	19	10	10	NUM
american_scientific_journal-2332	66	20	nodes	node	NOUN
american_scientific_journal-2332	66	21	while	while	SCONJ
american_scientific_journal-2332	66	22	the	the	DET
american_scientific_journal-2332	66	23	output	output	NOUN
american_scientific_journal-2332	66	24	layer	layer	NOUN
american_scientific_journal-2332	66	25	consists	consist	VERB
american_scientific_journal-2332	66	26	of	of	ADP
american_scientific_journal-2332	66	27	6	6	NUM
american_scientific_journal-2332	66	28	nodes	node	NOUN
american_scientific_journal-2332	66	29	.	.	PUNCT
american_scientific_journal-2332	67	1	the	the	DET
american_scientific_journal-2332	67	2	output	output	NOUN
american_scientific_journal-2332	67	3	node	node	NOUN
american_scientific_journal-2332	67	4	is	be	AUX
american_scientific_journal-2332	67	5	considered	consider	VERB
american_scientific_journal-2332	67	6	in	in	ADP
american_scientific_journal-2332	67	7	classifying	classify	VERB
american_scientific_journal-2332	67	8	the	the	DET
american_scientific_journal-2332	67	9	image	image	NOUN
american_scientific_journal-2332	67	10	.	.	PUNCT
american_scientific_journal-2332	68	1	it	it	PRON
american_scientific_journal-2332	68	2	classifies	classify	VERB
american_scientific_journal-2332	68	3	the	the	DET
american_scientific_journal-2332	68	4	image	image	NOUN
american_scientific_journal-2332	68	5	as	as	ADP
american_scientific_journal-2332	68	6	cancer	cancer	NOUN
american_scientific_journal-2332	68	7	or	or	CCONJ
american_scientific_journal-2332	68	8	non	non	ADJ
american_scientific_journal-2332	68	9	-	-	NOUN
american_scientific_journal-2332	68	10	cancer	cancer	NOUN
american_scientific_journal-2332	68	11	.	.	PUNCT
american_scientific_journal-2332	69	1	we	we	PRON
american_scientific_journal-2332	69	2	used	use	VERB
american_scientific_journal-2332	69	3	feed	feed	NOUN
american_scientific_journal-2332	69	4	-	-	PUNCT
american_scientific_journal-2332	69	5	forward	forward	NOUN
american_scientific_journal-2332	69	6	network	network	NOUN
american_scientific_journal-2332	69	7	with	with	ADP
american_scientific_journal-2332	69	8	tan	tan	PROPN
american_scientific_journal-2332	69	9	-	-	PUNCT
american_scientific_journal-2332	69	10	sigmoid	sigmoid	NOUN
american_scientific_journal-2332	69	11	transfer	transfer	NOUN
american_scientific_journal-2332	69	12	function	function	NOUN
american_scientific_journal-2332	69	13	to	to	PART
american_scientific_journal-2332	69	14	generate	generate	VERB
american_scientific_journal-2332	69	15	the	the	DET
american_scientific_journal-2332	69	16	output.figure-6	output.figure-6	NOUN
american_scientific_journal-2332	69	17	.	.	PUNCT
american_scientific_journal-2332	70	1	the	the	DET
american_scientific_journal-2332	70	2	input	input	NOUN
american_scientific_journal-2332	70	3	values	value	NOUN
american_scientific_journal-2332	70	4	were	be	AUX
american_scientific_journal-2332	70	5	between	between	ADP
american_scientific_journal-2332	70	6	+1	+1	PROPN
american_scientific_journal-2332	70	7	and	and	CCONJ
american_scientific_journal-2332	70	8	-1	-1	ADJ
american_scientific_journal-2332	70	9	.back	.back	X
american_scientific_journal-2332	70	10	-	-	PUNCT
american_scientific_journal-2332	70	11	propagation	propagation	NOUN
american_scientific_journal-2332	70	12	was	be	AUX
american_scientific_journal-2332	70	13	used	use	VERB
american_scientific_journal-2332	70	14	american	american	ADJ
american_scientific_journal-2332	70	15	scientific	scientific	ADJ
american_scientific_journal-2332	70	16	research	research	NOUN
american_scientific_journal-2332	70	17	journal	journal	NOUN
american_scientific_journal-2332	70	18	for	for	ADP
american_scientific_journal-2332	70	19	engineering	engineering	NOUN
american_scientific_journal-2332	70	20	,	,	PUNCT
american_scientific_journal-2332	70	21	technology	technology	NOUN
american_scientific_journal-2332	70	22	,	,	PUNCT
american_scientific_journal-2332	70	23	and	and	CCONJ
american_scientific_journal-2332	70	24	sciences	science	NOUN
american_scientific_journal-2332	70	25	(	(	PUNCT
american_scientific_journal-2332	70	26	asrjets	asrjet	NOUN
american_scientific_journal-2332	70	27	)	)	PUNCT
american_scientific_journal-2332	70	28	(	(	PUNCT
american_scientific_journal-2332	70	29	2016	2016	NUM
american_scientific_journal-2332	70	30	)	)	PUNCT
american_scientific_journal-2332	70	31	volume	volume	NOUN
american_scientific_journal-2332	70	32	26	26	NUM
american_scientific_journal-2332	70	33	,	,	PUNCT
american_scientific_journal-2332	70	34	no	no	DET
american_scientific_journal-2332	70	35	3	3	NUM
american_scientific_journal-2332	70	36	,	,	PUNCT
american_scientific_journal-2332	70	37	pp	pp	ADV
american_scientific_journal-2332	70	38	254	254	NUM
american_scientific_journal-2332	70	39	-	-	SYM
american_scientific_journal-2332	70	40	265	265	NUM
american_scientific_journal-2332	70	41	259	259	NUM
american_scientific_journal-2332	70	42	in	in	ADP
american_scientific_journal-2332	70	43	the	the	DET
american_scientific_journal-2332	70	44	training	training	NOUN
american_scientific_journal-2332	70	45	phase	phase	NOUN
american_scientific_journal-2332	70	46	to	to	PART
american_scientific_journal-2332	70	47	correct	correct	VERB
american_scientific_journal-2332	70	48	the	the	DET
american_scientific_journal-2332	70	49	error	error	NOUN
american_scientific_journal-2332	70	50	.	.	PUNCT
american_scientific_journal-2332	71	1	the	the	DET
american_scientific_journal-2332	71	2	weight	weight	NOUN
american_scientific_journal-2332	71	3	was	be	AUX
american_scientific_journal-2332	71	4	fixed	fix	VERB
american_scientific_journal-2332	71	5	and	and	CCONJ
american_scientific_journal-2332	71	6	adjusted	adjust	VERB
american_scientific_journal-2332	71	7	to	to	PART
american_scientific_journal-2332	71	8	minimize	minimize	VERB
american_scientific_journal-2332	71	9	the	the	DET
american_scientific_journal-2332	71	10	error	error	NOUN
american_scientific_journal-2332	71	11	and	and	CCONJ
american_scientific_journal-2332	71	12	finally	finally	ADV
american_scientific_journal-2332	71	13	the	the	DET
american_scientific_journal-2332	71	14	better	well	ADJ
american_scientific_journal-2332	71	15	output	output	NOUN
american_scientific_journal-2332	71	16	was	be	AUX
american_scientific_journal-2332	71	17	produced	produce	VERB
american_scientific_journal-2332	71	18	.	.	PUNCT
american_scientific_journal-2332	72	1	input	input	NOUN
american_scientific_journal-2332	72	2	features	feature	NOUN
american_scientific_journal-2332	72	3	were	be	AUX
american_scientific_journal-2332	72	4	separated	separate	VERB
american_scientific_journal-2332	72	5	into	into	ADP
american_scientific_journal-2332	72	6	three	three	NUM
american_scientific_journal-2332	72	7	sets	set	NOUN
american_scientific_journal-2332	72	8	:	:	PUNCT
american_scientific_journal-2332	72	9	•	•	NOUN
american_scientific_journal-2332	72	10	75	75	NUM
american_scientific_journal-2332	72	11	%	%	NOUN
american_scientific_journal-2332	72	12	are	be	AUX
american_scientific_journal-2332	72	13	used	use	VERB
american_scientific_journal-2332	72	14	for	for	ADP
american_scientific_journal-2332	72	15	training	training	NOUN
american_scientific_journal-2332	72	16	•	•	NOUN
american_scientific_journal-2332	72	17	15	15	NUM
american_scientific_journal-2332	72	18	%	%	NOUN
american_scientific_journal-2332	72	19	are	be	AUX
american_scientific_journal-2332	72	20	used	use	VERB
american_scientific_journal-2332	72	21	for	for	ADP
american_scientific_journal-2332	72	22	validating	validate	VERB
american_scientific_journal-2332	72	23	the	the	DET
american_scientific_journal-2332	72	24	network	network	NOUN
american_scientific_journal-2332	72	25	and	and	CCONJ
american_scientific_journal-2332	72	26	•	•	NOUN
american_scientific_journal-2332	72	27	last	last	ADJ
american_scientific_journal-2332	72	28	15	15	NUM
american_scientific_journal-2332	72	29	%	%	NOUN
american_scientific_journal-2332	72	30	for	for	ADP
american_scientific_journal-2332	72	31	testing	test	VERB
american_scientific_journal-2332	72	32	the	the	DET
american_scientific_journal-2332	72	33	network	network	NOUN
american_scientific_journal-2332	72	34	.	.	PUNCT
american_scientific_journal-2332	73	1	the	the	DET
american_scientific_journal-2332	73	2	network	network	NOUN
american_scientific_journal-2332	73	3	is	be	AUX
american_scientific_journal-2332	73	4	adjusted	adjust	VERB
american_scientific_journal-2332	73	5	until	until	SCONJ
american_scientific_journal-2332	73	6	the	the	DET
american_scientific_journal-2332	73	7	out	out	ADJ
american_scientific_journal-2332	73	8	matches	match	VERB
american_scientific_journal-2332	73	9	the	the	DET
american_scientific_journal-2332	73	10	target	target	NOUN
american_scientific_journal-2332	73	11	.	.	PUNCT
american_scientific_journal-2332	74	1	the	the	DET
american_scientific_journal-2332	74	2	flow	flow	NOUN
american_scientific_journal-2332	74	3	chart	chart	NOUN
american_scientific_journal-2332	74	4	in	in	ADP
american_scientific_journal-2332	74	5	figure-6	figure-6	PROPN
american_scientific_journal-2332	74	6	shows	show	VERB
american_scientific_journal-2332	74	7	the	the	DET
american_scientific_journal-2332	74	8	brief	brief	ADJ
american_scientific_journal-2332	74	9	description	description	NOUN
american_scientific_journal-2332	74	10	of	of	ADP
american_scientific_journal-2332	74	11	feed	feed	NOUN
american_scientific_journal-2332	74	12	forward	forward	ADV
american_scientific_journal-2332	74	13	back	back	ADV
american_scientific_journal-2332	74	14	propagation	propagation	NOUN
american_scientific_journal-2332	74	15	algorithm	algorithm	NOUN
american_scientific_journal-2332	74	16	for	for	ADP
american_scientific_journal-2332	74	17	diagnosing	diagnose	VERB
american_scientific_journal-2332	74	18	lung	lung	NOUN
american_scientific_journal-2332	74	19	cancer	cancer	NOUN
american_scientific_journal-2332	74	20	.	.	PUNCT
american_scientific_journal-2332	75	1	figure	figure	NOUN
american_scientific_journal-2332	75	2	5	5	NUM
american_scientific_journal-2332	75	3	:	:	PUNCT
american_scientific_journal-2332	75	4	architecture	architecture	NOUN
american_scientific_journal-2332	75	5	of	of	ADP
american_scientific_journal-2332	75	6	neural	neural	ADJ
american_scientific_journal-2332	75	7	network	network	NOUN
american_scientific_journal-2332	75	8	table	table	NOUN
american_scientific_journal-2332	75	9	1	1	NUM
american_scientific_journal-2332	75	10	:	:	PUNCT
american_scientific_journal-2332	75	11	showing	show	VERB
american_scientific_journal-2332	75	12	mean	mean	ADJ
american_scientific_journal-2332	75	13	square	square	NOUN
american_scientific_journal-2332	75	14	error	error	NOUN
american_scientific_journal-2332	75	15	,	,	PUNCT
american_scientific_journal-2332	75	16	regression	regression	NOUN
american_scientific_journal-2332	75	17	and	and	CCONJ
american_scientific_journal-2332	75	18	division	division	NOUN
american_scientific_journal-2332	75	19	of	of	ADP
american_scientific_journal-2332	75	20	sample	sample	NOUN
american_scientific_journal-2332	75	21	training	training	NOUN
american_scientific_journal-2332	75	22	validation	validation	NOUN
american_scientific_journal-2332	75	23	testing	testing	NOUN
american_scientific_journal-2332	75	24	classification%	classification%	PROPN
american_scientific_journal-2332	75	25	60	60	NUM
american_scientific_journal-2332	75	26	20	20	NUM
american_scientific_journal-2332	75	27	20	20	NUM
american_scientific_journal-2332	75	28	sample	sample	NOUN
american_scientific_journal-2332	75	29	48	48	NUM
american_scientific_journal-2332	75	30	16	16	NUM
american_scientific_journal-2332	75	31	16	16	NUM
american_scientific_journal-2332	75	32	mse	mse	PROPN
american_scientific_journal-2332	75	33	1.91572e-1	1.91572e-1	NUM
american_scientific_journal-2332	75	34	1.91317e-1	1.91317e-1	PROPN
american_scientific_journal-2332	75	35	2.34507e-1	2.34507e-1	NUM
american_scientific_journal-2332	75	36	r%	r%	VERB
american_scientific_journal-2332	75	37	22.91666e-0	22.91666e-0	NUM
american_scientific_journal-2332	75	38	18.75000e-0	18.75000e-0	NUM
american_scientific_journal-2332	75	39	25.00000e-0	25.00000e-0	NUM
american_scientific_journal-2332	75	40	figure	figure	NOUN
american_scientific_journal-2332	75	41	6	6	NUM
american_scientific_journal-2332	75	42	:	:	PUNCT
american_scientific_journal-2332	75	43	flow	flow	VERB
american_scientific_journal-2332	75	44	chart	chart	NOUN
american_scientific_journal-2332	75	45	showing	show	VERB
american_scientific_journal-2332	75	46	the	the	DET
american_scientific_journal-2332	75	47	description	description	NOUN
american_scientific_journal-2332	75	48	of	of	ADP
american_scientific_journal-2332	75	49	ann	ann	PROPN
american_scientific_journal-2332	75	50	algorithm	algorithm	PROPN
american_scientific_journal-2332	75	51	.	.	PUNCT
american_scientific_journal-2332	76	1	american	american	ADJ
american_scientific_journal-2332	76	2	scientific	scientific	ADJ
american_scientific_journal-2332	76	3	research	research	PROPN
american_scientific_journal-2332	76	4	journal	journal	NOUN
american_scientific_journal-2332	76	5	for	for	ADP
american_scientific_journal-2332	76	6	engineering	engineering	NOUN
american_scientific_journal-2332	76	7	,	,	PUNCT
american_scientific_journal-2332	76	8	technology	technology	NOUN
american_scientific_journal-2332	76	9	,	,	PUNCT
american_scientific_journal-2332	76	10	and	and	CCONJ
american_scientific_journal-2332	76	11	sciences	science	NOUN
american_scientific_journal-2332	76	12	(	(	PUNCT
american_scientific_journal-2332	76	13	asrjets	asrjet	NOUN
american_scientific_journal-2332	76	14	)	)	PUNCT
american_scientific_journal-2332	76	15	(	(	PUNCT
american_scientific_journal-2332	76	16	2016	2016	NUM
american_scientific_journal-2332	76	17	)	)	PUNCT
american_scientific_journal-2332	76	18	volume	volume	NOUN
american_scientific_journal-2332	76	19	26	26	NUM
american_scientific_journal-2332	76	20	,	,	PUNCT
american_scientific_journal-2332	76	21	no	no	DET
american_scientific_journal-2332	76	22	3	3	NUM
american_scientific_journal-2332	76	23	,	,	PUNCT
american_scientific_journal-2332	76	24	pp	pp	ADV
american_scientific_journal-2332	76	25	254	254	NUM
american_scientific_journal-2332	76	26	-	-	SYM
american_scientific_journal-2332	76	27	265	265	NUM
american_scientific_journal-2332	76	28	260	260	NUM
american_scientific_journal-2332	76	29	our	our	PRON
american_scientific_journal-2332	76	30	dataset	dataset	ADJ
american_scientific_journal-2332	76	31	consist	consist	NOUN
american_scientific_journal-2332	76	32	of	of	ADP
american_scientific_journal-2332	76	33	80	80	NUM
american_scientific_journal-2332	76	34	patients	patient	NOUN
american_scientific_journal-2332	76	35	,	,	PUNCT
american_scientific_journal-2332	76	36	we	we	PRON
american_scientific_journal-2332	76	37	classified	classify	VERB
american_scientific_journal-2332	76	38	the	the	DET
american_scientific_journal-2332	76	39	ct	ct	NOUN
american_scientific_journal-2332	76	40	-	-	PUNCT
american_scientific_journal-2332	76	41	image	image	NOUN
american_scientific_journal-2332	76	42	to	to	ADP
american_scientific_journal-2332	76	43	either	either	CCONJ
american_scientific_journal-2332	76	44	cancer	cancer	NOUN
american_scientific_journal-2332	76	45	or	or	CCONJ
american_scientific_journal-2332	76	46	non	non	ADJ
american_scientific_journal-2332	76	47	-	-	NOUN
american_scientific_journal-2332	76	48	cancer	cancer	NOUN
american_scientific_journal-2332	76	49	.	.	PUNCT
american_scientific_journal-2332	77	1	the	the	DET
american_scientific_journal-2332	77	2	network	network	NOUN
american_scientific_journal-2332	77	3	was	be	AUX
american_scientific_journal-2332	77	4	adjusted	adjust	VERB
american_scientific_journal-2332	77	5	by	by	ADP
american_scientific_journal-2332	77	6	comparing	compare	VERB
american_scientific_journal-2332	77	7	the	the	DET
american_scientific_journal-2332	77	8	output	output	NOUN
american_scientific_journal-2332	77	9	and	and	CCONJ
american_scientific_journal-2332	77	10	the	the	DET
american_scientific_journal-2332	77	11	target	target	NOUN
american_scientific_journal-2332	77	12	data	datum	NOUN
american_scientific_journal-2332	77	13	.	.	PUNCT
american_scientific_journal-2332	78	1	it	it	PRON
american_scientific_journal-2332	78	2	will	will	AUX
american_scientific_journal-2332	78	3	repeat	repeat	VERB
american_scientific_journal-2332	78	4	until	until	SCONJ
american_scientific_journal-2332	78	5	the	the	DET
american_scientific_journal-2332	78	6	network	network	NOUN
american_scientific_journal-2332	78	7	output	output	NOUN
american_scientific_journal-2332	78	8	matches	match	VERB
american_scientific_journal-2332	78	9	the	the	DET
american_scientific_journal-2332	78	10	target	target	NOUN
american_scientific_journal-2332	78	11	data	datum	NOUN
american_scientific_journal-2332	78	12	.	.	PUNCT
american_scientific_journal-2332	79	1	the	the	DET
american_scientific_journal-2332	79	2	weight	weight	NOUN
american_scientific_journal-2332	79	3	is	be	AUX
american_scientific_journal-2332	79	4	adjusted	adjust	VERB
american_scientific_journal-2332	79	5	to	to	PART
american_scientific_journal-2332	79	6	reduce	reduce	VERB
american_scientific_journal-2332	79	7	the	the	DET
american_scientific_journal-2332	79	8	mean	mean	ADJ
american_scientific_journal-2332	79	9	square	square	NOUN
american_scientific_journal-2332	79	10	error	error	NOUN
american_scientific_journal-2332	79	11	(	(	PUNCT
american_scientific_journal-2332	79	12	mse	mse	NOUN
american_scientific_journal-2332	79	13	)	)	PUNCT
american_scientific_journal-2332	79	14	between	between	ADP
american_scientific_journal-2332	79	15	the	the	DET
american_scientific_journal-2332	79	16	output	output	NOUN
american_scientific_journal-2332	79	17	and	and	CCONJ
american_scientific_journal-2332	79	18	the	the	DET
american_scientific_journal-2332	79	19	target	target	NOUN
american_scientific_journal-2332	79	20	value	value	NOUN
american_scientific_journal-2332	79	21	.	.	PUNCT
american_scientific_journal-2332	80	1	error	error	NOUN
american_scientific_journal-2332	80	2	value	value	NOUN
american_scientific_journal-2332	80	3	is	be	AUX
american_scientific_journal-2332	80	4	shown	show	VERB
american_scientific_journal-2332	80	5	in	in	ADP
american_scientific_journal-2332	80	6	table-1	table-1	NUM
american_scientific_journal-2332	80	7	.	.	PUNCT
american_scientific_journal-2332	81	1	2.6.2	2.6.2	X
american_scientific_journal-2332	81	2	.	.	PUNCT
american_scientific_journal-2332	81	3	principal	principal	ADJ
american_scientific_journal-2332	81	4	component	component	NOUN
american_scientific_journal-2332	81	5	analysis	analysis	NOUN
american_scientific_journal-2332	81	6	(	(	PUNCT
american_scientific_journal-2332	81	7	pca	pca	NOUN
american_scientific_journal-2332	81	8	)	)	PUNCT
american_scientific_journal-2332	81	9	principal	principal	NOUN
american_scientific_journal-2332	81	10	component	component	NOUN
american_scientific_journal-2332	81	11	analysis	analysis	NOUN
american_scientific_journal-2332	81	12	is	be	AUX
american_scientific_journal-2332	81	13	a	a	DET
american_scientific_journal-2332	81	14	statistical	statistical	ADJ
american_scientific_journal-2332	81	15	method	method	NOUN
american_scientific_journal-2332	81	16	which	which	PRON
american_scientific_journal-2332	81	17	was	be	AUX
american_scientific_journal-2332	81	18	used	use	VERB
american_scientific_journal-2332	81	19	to	to	PART
american_scientific_journal-2332	81	20	determine	determine	VERB
american_scientific_journal-2332	81	21	the	the	DET
american_scientific_journal-2332	81	22	projection	projection	NOUN
american_scientific_journal-2332	81	23	of	of	ADP
american_scientific_journal-2332	81	24	individual	individual	ADJ
american_scientific_journal-2332	81	25	input	input	NOUN
american_scientific_journal-2332	81	26	variables	variable	NOUN
american_scientific_journal-2332	81	27	,	,	PUNCT
american_scientific_journal-2332	81	28	similarity	similarity	NOUN
american_scientific_journal-2332	81	29	and	and	CCONJ
american_scientific_journal-2332	81	30	dissimilarities	dissimilarity	NOUN
american_scientific_journal-2332	81	31	among	among	ADP
american_scientific_journal-2332	81	32	the	the	DET
american_scientific_journal-2332	81	33	data	datum	NOUN
american_scientific_journal-2332	81	34	.	.	PUNCT
american_scientific_journal-2332	82	1	table	table	NOUN
american_scientific_journal-2332	82	2	2	2	NUM
american_scientific_journal-2332	82	3	:	:	PUNCT
american_scientific_journal-2332	82	4	covariance	covariance	NOUN
american_scientific_journal-2332	82	5	matrix	matrix	NOUN
american_scientific_journal-2332	82	6	variables	variable	NOUN
american_scientific_journal-2332	82	7	diameter	diameter	NOUN
american_scientific_journal-2332	83	1	[	[	X
american_scientific_journal-2332	83	2	mm	mm	X
american_scientific_journal-2332	83	3	]	]	X
american_scientific_journal-2332	83	4	volume[mm3	volume[mm3	X
american_scientific_journal-2332	83	5	]	]	X
american_scientific_journal-2332	83	6	area[mm2	area[mm2	ADP
american_scientific_journal-2332	83	7	]	]	X
american_scientific_journal-2332	83	8	perimete	perimete	ADJ
american_scientific_journal-2332	83	9	r[mm	r[mm	PROPN
american_scientific_journal-2332	83	10	]	]	PUNCT
american_scientific_journal-2332	83	11	nodulemass[g	nodulemass[g	PROPN
american_scientific_journal-2332	83	12	]	]	PUNCT
american_scientific_journal-2332	83	13	pathologyd.m	pathologyd.m	X
american_scientific_journal-2332	84	1	[	[	X
american_scientific_journal-2332	84	2	mm	mm	X
american_scientific_journal-2332	84	3	]	]	X
american_scientific_journal-2332	84	4	diameter[mm	diameter[mm	PROPN
american_scientific_journal-2332	84	5	]	]	PUNCT
american_scientific_journal-2332	84	6	64.0444053	64.0444053	NUM
american_scientific_journal-2332	84	7	75406.374	75406.374	NUM
american_scientific_journal-2332	84	8	2670.782	2670.782	NUM
american_scientific_journal-2332	84	9	201.099	201.099	NUM
american_scientific_journal-2332	84	10	77.980	77.980	NUM
american_scientific_journal-2332	84	11	62.167	62.167	NUM
american_scientific_journal-2332	84	12	volume[mm3	volume[mm3	NOUN
american_scientific_journal-2332	84	13	]	]	X
american_scientific_journal-2332	84	14	75406.374	75406.374	NUM
american_scientific_journal-2332	84	15	96011343.17	96011343.17	NUM
american_scientific_journal-2332	84	16	3282545.697	3282545.697	NUM
american_scientific_journal-2332	84	17	236776.014	236776.014	NUM
american_scientific_journal-2332	84	18	99932.532	99932.532	NUM
american_scientific_journal-2332	84	19	72276.656	72276.656	NUM
american_scientific_journal-2332	84	20	area[mm2	area[mm2	NOUN
american_scientific_journal-2332	84	21	]	]	X
american_scientific_journal-2332	84	22	2670.782	2670.782	NUM
american_scientific_journal-2332	84	23	3282545.697	3282545.697	NUM
american_scientific_journal-2332	84	24	114046.676	114046.676	NUM
american_scientific_journal-2332	84	25	8386.257	8386.257	NUM
american_scientific_journal-2332	84	26	3407.036	3407.036	NUM
american_scientific_journal-2332	84	27	2576.530	2576.530	NUM
american_scientific_journal-2332	84	28	perimeter[mm	perimeter[mm	NOUN
american_scientific_journal-2332	84	29	]	]	PUNCT
american_scientific_journal-2332	84	30	201.099	201.099	NUM
american_scientific_journal-2332	84	31	236776.014	236776.014	NUM
american_scientific_journal-2332	84	32	8386.257	8386.257	NUM
american_scientific_journal-2332	84	33	631.45222	631.45222	NUM
american_scientific_journal-2332	84	34	244.856	244.856	NUM
american_scientific_journal-2332	84	35	195.206	195.206	NUM
american_scientific_journal-2332	84	36	nodulemass[g	nodulemass[g	NOUN
american_scientific_journal-2332	84	37	]	]	PUNCT
american_scientific_journal-2332	85	1	77.980	77.980	NUM
american_scientific_journal-2332	85	2	99932.532	99932.532	NUM
american_scientific_journal-2332	85	3	3407.036	3407.036	NUM
american_scientific_journal-2332	85	4	244.856	244.856	NUM
american_scientific_journal-2332	85	5	104.5081	104.5081	NUM
american_scientific_journal-2332	85	6	74.568	74.568	NUM
american_scientific_journal-2332	85	7	pathologyd.m[mm	pathologyd.m[mm	NOUN
american_scientific_journal-2332	85	8	]	]	PUNCT
american_scientific_journal-2332	86	1	62.167	62.167	NUM
american_scientific_journal-2332	86	2	72276.656	72276.656	NUM
american_scientific_journal-2332	86	3	2576.530	2576.530	NUM
american_scientific_journal-2332	86	4	195.206	195.206	NUM
american_scientific_journal-2332	86	5	74.568	74.568	NUM
american_scientific_journal-2332	86	6	84.43609	84.43609	NUM
american_scientific_journal-2332	86	7	the	the	DET
american_scientific_journal-2332	86	8	principal	principal	ADJ
american_scientific_journal-2332	86	9	component	component	NOUN
american_scientific_journal-2332	86	10	analysis	analysis	NOUN
american_scientific_journal-2332	86	11	of	of	ADP
american_scientific_journal-2332	86	12	the	the	DET
american_scientific_journal-2332	86	13	6	6	NUM
american_scientific_journal-2332	86	14	*	*	SYM
american_scientific_journal-2332	86	15	80	80	NUM
american_scientific_journal-2332	86	16	data	datum	NOUN
american_scientific_journal-2332	86	17	matrix	matrix	NOUN
american_scientific_journal-2332	86	18	was	be	AUX
american_scientific_journal-2332	86	19	performed	perform	VERB
american_scientific_journal-2332	86	20	by	by	ADP
american_scientific_journal-2332	86	21	means	mean	NOUN
american_scientific_journal-2332	86	22	of	of	ADP
american_scientific_journal-2332	86	23	xlstat	xlstat	PROPN
american_scientific_journal-2332	86	24	run	run	NOUN
american_scientific_journal-2332	86	25	on	on	ADP
american_scientific_journal-2332	86	26	person	person	NOUN
american_scientific_journal-2332	86	27	computer	computer	NOUN
american_scientific_journal-2332	86	28	.	.	PUNCT
american_scientific_journal-2332	87	1	the	the	DET
american_scientific_journal-2332	87	2	following	follow	VERB
american_scientific_journal-2332	87	3	steps	step	NOUN
american_scientific_journal-2332	87	4	were	be	AUX
american_scientific_journal-2332	87	5	considered	consider	VERB
american_scientific_journal-2332	87	6	when	when	SCONJ
american_scientific_journal-2332	87	7	passing	pass	VERB
american_scientific_journal-2332	87	8	features	feature	NOUN
american_scientific_journal-2332	87	9	to	to	ADP
american_scientific_journal-2332	87	10	pca	pca	PROPN
american_scientific_journal-2332	87	11	.	.	PUNCT
american_scientific_journal-2332	88	1	i	i	PRON
american_scientific_journal-2332	88	2	)	)	PUNCT
american_scientific_journal-2332	88	3	calculate	calculate	VERB
american_scientific_journal-2332	88	4	the	the	DET
american_scientific_journal-2332	88	5	standard	standard	ADJ
american_scientific_journal-2332	88	6	deviation	deviation	NOUN
american_scientific_journal-2332	88	7	of	of	ADP
american_scientific_journal-2332	88	8	the	the	DET
american_scientific_journal-2332	88	9	features	feature	NOUN
american_scientific_journal-2332	88	10	extracted	extract	VERB
american_scientific_journal-2332	88	11	and	and	CCONJ
american_scientific_journal-2332	88	12	its	its	PRON
american_scientific_journal-2332	88	13	mean	mean	NOUN
american_scientific_journal-2332	88	14	using	use	VERB
american_scientific_journal-2332	88	15	xlstart	xlstart	PROPN
american_scientific_journal-2332	88	16	.	.	PUNCT
american_scientific_journal-2332	89	1	ii	ii	X
american_scientific_journal-2332	89	2	)	)	PUNCT
american_scientific_journal-2332	89	3	calculate	calculate	VERB
american_scientific_journal-2332	89	4	the	the	DET
american_scientific_journal-2332	89	5	coefficients	coefficient	NOUN
american_scientific_journal-2332	89	6	of	of	ADP
american_scientific_journal-2332	89	7	the	the	DET
american_scientific_journal-2332	89	8	principal	principal	ADJ
american_scientific_journal-2332	89	9	components	component	NOUN
american_scientific_journal-2332	89	10	and	and	CCONJ
american_scientific_journal-2332	89	11	variances	variance	NOUN
american_scientific_journal-2332	89	12	by	by	ADP
american_scientific_journal-2332	89	13	calculating	calculate	VERB
american_scientific_journal-2332	89	14	eigen	eigen	PROPN
american_scientific_journal-2332	89	15	values	value	NOUN
american_scientific_journal-2332	89	16	.	.	PUNCT
american_scientific_journal-2332	90	1	iii	iii	X
american_scientific_journal-2332	90	2	)	)	PUNCT
american_scientific_journal-2332	90	3	calculate	calculate	VERB
american_scientific_journal-2332	90	4	the	the	DET
american_scientific_journal-2332	90	5	covariance	covariance	NOUN
american_scientific_journal-2332	90	6	matrix	matrix	NOUN
american_scientific_journal-2332	90	7	and	and	CCONJ
american_scientific_journal-2332	90	8	extract	extract	VERB
american_scientific_journal-2332	90	9	the	the	DET
american_scientific_journal-2332	90	10	diagonal	diagonal	ADJ
american_scientific_journal-2332	90	11	element	element	NOUN
american_scientific_journal-2332	90	12	which	which	PRON
american_scientific_journal-2332	90	13	used	use	VERB
american_scientific_journal-2332	90	14	to	to	PART
american_scientific_journal-2332	90	15	store	store	VERB
american_scientific_journal-2332	90	16	the	the	DET
american_scientific_journal-2332	90	17	variance	variance	NOUN
american_scientific_journal-2332	90	18	.	.	PUNCT
american_scientific_journal-2332	91	1	iv	iv	X
american_scientific_journal-2332	91	2	)	)	PUNCT
american_scientific_journal-2332	91	3	the	the	DET
american_scientific_journal-2332	91	4	maximum	maximum	ADJ
american_scientific_journal-2332	91	5	variance	variance	NOUN
american_scientific_journal-2332	91	6	the	the	DET
american_scientific_journal-2332	91	7	maximum	maximum	ADJ
american_scientific_journal-2332	91	8	information	information	NOUN
american_scientific_journal-2332	91	9	content	content	NOUN
american_scientific_journal-2332	91	10	and	and	CCONJ
american_scientific_journal-2332	91	11	the	the	DET
american_scientific_journal-2332	91	12	better	well	ADJ
american_scientific_journal-2332	91	13	for	for	ADP
american_scientific_journal-2332	91	14	classification	classification	NOUN
american_scientific_journal-2332	91	15	.	.	PUNCT
american_scientific_journal-2332	92	1	table	table	NOUN
american_scientific_journal-2332	92	2	3	3	NUM
american_scientific_journal-2332	92	3	:	:	PUNCT
american_scientific_journal-2332	92	4	eigen	eigen	PROPN
american_scientific_journal-2332	92	5	values	value	NOUN
american_scientific_journal-2332	92	6	pc1	pc1	PROPN
american_scientific_journal-2332	92	7	pc2	pc2	PROPN
american_scientific_journal-2332	92	8	eigen	eigen	PROPN
american_scientific_journal-2332	92	9	value	value	NOUN
american_scientific_journal-2332	92	10	96124374.345	96124374.345	PROPN
american_scientific_journal-2332	92	11	1874.635	1874.635	NUM
american_scientific_journal-2332	92	12	variability	variability	NOUN
american_scientific_journal-2332	92	13	99.998	99.998	NUM
american_scientific_journal-2332	92	14	0.002	0.002	NUM
american_scientific_journal-2332	92	15	cumulatively	cumulatively	ADV
american_scientific_journal-2332	92	16	99.998	99.998	NUM
american_scientific_journal-2332	92	17	100.000	100.000	NUM
american_scientific_journal-2332	92	18	american	american	ADJ
american_scientific_journal-2332	92	19	scientific	scientific	ADJ
american_scientific_journal-2332	92	20	research	research	NOUN
american_scientific_journal-2332	92	21	journal	journal	NOUN
american_scientific_journal-2332	92	22	for	for	ADP
american_scientific_journal-2332	92	23	engineering	engineering	NOUN
american_scientific_journal-2332	92	24	,	,	PUNCT
american_scientific_journal-2332	92	25	technology	technology	NOUN
american_scientific_journal-2332	92	26	,	,	PUNCT
american_scientific_journal-2332	92	27	and	and	CCONJ
american_scientific_journal-2332	92	28	sciences	science	NOUN
american_scientific_journal-2332	92	29	(	(	PUNCT
american_scientific_journal-2332	92	30	asrjets	asrjet	NOUN
american_scientific_journal-2332	92	31	)	)	PUNCT
american_scientific_journal-2332	92	32	(	(	PUNCT
american_scientific_journal-2332	92	33	2016	2016	NUM
american_scientific_journal-2332	92	34	)	)	PUNCT
american_scientific_journal-2332	92	35	volume	volume	NOUN
american_scientific_journal-2332	92	36	26	26	NUM
american_scientific_journal-2332	92	37	,	,	PUNCT
american_scientific_journal-2332	92	38	no	no	DET
american_scientific_journal-2332	92	39	3	3	NUM
american_scientific_journal-2332	92	40	,	,	PUNCT
american_scientific_journal-2332	92	41	pp	pp	ADV
american_scientific_journal-2332	92	42	254	254	NUM
american_scientific_journal-2332	92	43	-	-	SYM
american_scientific_journal-2332	92	44	265	265	NUM
american_scientific_journal-2332	92	45	261	261	NUM
american_scientific_journal-2332	92	46	table	table	NOUN
american_scientific_journal-2332	92	47	4	4	NUM
american_scientific_journal-2332	92	48	:	:	PUNCT
american_scientific_journal-2332	92	49	eigenvectors	eigenvector	NOUN
american_scientific_journal-2332	92	50	.	.	PUNCT
american_scientific_journal-2332	93	1	pc1	pc1	PROPN
american_scientific_journal-2332	93	2	pc2	pc2	PROPN
american_scientific_journal-2332	93	3	diameter[mm	diameter[mm	PROPN
american_scientific_journal-2332	93	4	]	]	PUNCT
american_scientific_journal-2332	93	5	0.001	0.001	NUM
american_scientific_journal-2332	93	6	0.050	0.050	NUM
american_scientific_journal-2332	93	7	volume[mm3	volume[mm3	NOUN
american_scientific_journal-2332	93	8	]	]	X
american_scientific_journal-2332	93	9	0.999	0.999	NUM
american_scientific_journal-2332	93	10	-0.034	-0.034	SYM
american_scientific_journal-2332	93	11	area[mm2	area[mm2	X
american_scientific_journal-2332	93	12	]	]	X
american_scientific_journal-2332	93	13	0.034	0.034	NUM
american_scientific_journal-2332	93	14	0.984	0.984	NUM
american_scientific_journal-2332	93	15	perimeter[mm	perimeter[mm	NOUN
american_scientific_journal-2332	93	16	]	]	PUNCT
american_scientific_journal-2332	93	17	0.002	0.002	NUM
american_scientific_journal-2332	93	18	0.158	0.158	NUM
american_scientific_journal-2332	93	19	nodulemass[g	nodulemass[g	PROPN
american_scientific_journal-2332	93	20	]	]	PUNCT
american_scientific_journal-2332	93	21	0.001	0.001	NUM
american_scientific_journal-2332	93	22	-0.005	-0.005	X
american_scientific_journal-2332	93	23	pathologyd.m[mm	pathologyd.m[mm	X
american_scientific_journal-2332	93	24	]	]	PUNCT
american_scientific_journal-2332	93	25	0.001	0.001	NUM
american_scientific_journal-2332	93	26	0.058	0.058	NUM
american_scientific_journal-2332	93	27	3	3	NUM
american_scientific_journal-2332	93	28	.	.	PUNCT
american_scientific_journal-2332	93	29	result	result	NOUN
american_scientific_journal-2332	93	30	and	and	CCONJ
american_scientific_journal-2332	93	31	discussion	discussion	NOUN
american_scientific_journal-2332	93	32	the	the	DET
american_scientific_journal-2332	93	33	proposed	propose	VERB
american_scientific_journal-2332	93	34	system	system	NOUN
american_scientific_journal-2332	93	35	detect	detect	VERB
american_scientific_journal-2332	93	36	whether	whether	SCONJ
american_scientific_journal-2332	93	37	the	the	DET
american_scientific_journal-2332	93	38	lung	lung	NOUN
american_scientific_journal-2332	93	39	image	image	NOUN
american_scientific_journal-2332	93	40	had	have	VERB
american_scientific_journal-2332	93	41	cancer	cancer	NOUN
american_scientific_journal-2332	93	42	or	or	CCONJ
american_scientific_journal-2332	93	43	non	non	ADJ
american_scientific_journal-2332	93	44	-	-	NOUN
american_scientific_journal-2332	93	45	cancer	cancer	NOUN
american_scientific_journal-2332	93	46	.	.	PUNCT
american_scientific_journal-2332	94	1	the	the	DET
american_scientific_journal-2332	94	2	result	result	NOUN
american_scientific_journal-2332	94	3	obtained	obtain	VERB
american_scientific_journal-2332	94	4	from	from	ADP
american_scientific_journal-2332	94	5	the	the	DET
american_scientific_journal-2332	94	6	classification	classification	NOUN
american_scientific_journal-2332	94	7	process	process	NOUN
american_scientific_journal-2332	94	8	of	of	ADP
american_scientific_journal-2332	94	9	the	the	DET
american_scientific_journal-2332	94	10	lung	lung	NOUN
american_scientific_journal-2332	94	11	image	image	NOUN
american_scientific_journal-2332	94	12	as	as	SCONJ
american_scientific_journal-2332	94	13	shown	show	VERB
american_scientific_journal-2332	94	14	in	in	ADP
american_scientific_journal-2332	94	15	table-6.the	table-6.the	DET
american_scientific_journal-2332	94	16	classification	classification	NOUN
american_scientific_journal-2332	94	17	accuracy	accuracy	NOUN
american_scientific_journal-2332	94	18	varies	vary	VERB
american_scientific_journal-2332	94	19	due	due	ADJ
american_scientific_journal-2332	94	20	to	to	ADP
american_scientific_journal-2332	94	21	the	the	DET
american_scientific_journal-2332	94	22	features	feature	NOUN
american_scientific_journal-2332	94	23	of	of	ADP
american_scientific_journal-2332	94	24	each	each	DET
american_scientific_journal-2332	94	25	image	image	NOUN
american_scientific_journal-2332	94	26	used	use	VERB
american_scientific_journal-2332	94	27	.	.	PUNCT
american_scientific_journal-2332	95	1	from	from	ADP
american_scientific_journal-2332	95	2	the	the	DET
american_scientific_journal-2332	95	3	result	result	NOUN
american_scientific_journal-2332	95	4	obtain	obtain	VERB
american_scientific_journal-2332	95	5	by	by	ADP
american_scientific_journal-2332	95	6	using	use	VERB
american_scientific_journal-2332	95	7	artificial	artificial	ADJ
american_scientific_journal-2332	95	8	neural	neural	ADJ
american_scientific_journal-2332	95	9	network	network	NOUN
american_scientific_journal-2332	95	10	.it	.it	PUNCT
american_scientific_journal-2332	95	11	is	be	AUX
american_scientific_journal-2332	95	12	showed	show	VERB
american_scientific_journal-2332	95	13	that	that	SCONJ
american_scientific_journal-2332	95	14	the	the	DET
american_scientific_journal-2332	95	15	has	have	AUX
american_scientific_journal-2332	95	16	successful	successful	ADJ
american_scientific_journal-2332	95	17	classifying	classify	VERB
american_scientific_journal-2332	95	18	the	the	DET
american_scientific_journal-2332	95	19	ct	ct	PROPN
american_scientific_journal-2332	95	20	-	-	PUNCT
american_scientific_journal-2332	95	21	lung	lung	NOUN
american_scientific_journal-2332	95	22	image	image	NOUN
american_scientific_journal-2332	95	23	with	with	ADP
american_scientific_journal-2332	95	24	high	high	ADJ
american_scientific_journal-2332	95	25	accuracy	accuracy	NOUN
american_scientific_journal-2332	95	26	.	.	PUNCT
american_scientific_journal-2332	96	1	in	in	ADP
american_scientific_journal-2332	96	2	changing	change	VERB
american_scientific_journal-2332	96	3	the	the	DET
american_scientific_journal-2332	96	4	number	number	NOUN
american_scientific_journal-2332	96	5	of	of	ADP
american_scientific_journal-2332	96	6	neuron	neuron	NOUN
american_scientific_journal-2332	96	7	of	of	ADP
american_scientific_journal-2332	96	8	the	the	DET
american_scientific_journal-2332	96	9	network	network	NOUN
american_scientific_journal-2332	96	10	,	,	PUNCT
american_scientific_journal-2332	96	11	the	the	DET
american_scientific_journal-2332	96	12	best	good	ADJ
american_scientific_journal-2332	96	13	network	network	NOUN
american_scientific_journal-2332	96	14	obtained	obtain	VERB
american_scientific_journal-2332	96	15	was	be	AUX
american_scientific_journal-2332	96	16	that	that	PRON
american_scientific_journal-2332	96	17	of	of	ADP
american_scientific_journal-2332	96	18	15	15	NUM
american_scientific_journal-2332	96	19	neuron	neuron	NOUN
american_scientific_journal-2332	96	20	which	which	PRON
american_scientific_journal-2332	96	21	were	be	AUX
american_scientific_journal-2332	96	22	chosen	choose	VERB
american_scientific_journal-2332	96	23	for	for	ADP
american_scientific_journal-2332	96	24	the	the	DET
american_scientific_journal-2332	96	25	next	next	ADJ
american_scientific_journal-2332	96	26	variation	variation	NOUN
american_scientific_journal-2332	96	27	of	of	ADP
american_scientific_journal-2332	96	28	parameters	parameter	NOUN
american_scientific_journal-2332	96	29	.	.	PUNCT
american_scientific_journal-2332	97	1	by	by	ADP
american_scientific_journal-2332	97	2	using	use	VERB
american_scientific_journal-2332	97	3	the	the	DET
american_scientific_journal-2332	97	4	pca	pca	NOUN
american_scientific_journal-2332	97	5	we	we	PRON
american_scientific_journal-2332	97	6	obtained	obtain	VERB
american_scientific_journal-2332	97	7	the	the	DET
american_scientific_journal-2332	97	8	similarity	similarity	NOUN
american_scientific_journal-2332	97	9	and	and	CCONJ
american_scientific_journal-2332	97	10	dissimilarity	dissimilarity	NOUN
american_scientific_journal-2332	97	11	of	of	ADP
american_scientific_journal-2332	97	12	information	information	NOUN
american_scientific_journal-2332	97	13	provided	provide	VERB
american_scientific_journal-2332	97	14	by	by	ADP
american_scientific_journal-2332	97	15	the	the	DET
american_scientific_journal-2332	97	16	feature	feature	NOUN
american_scientific_journal-2332	97	17	variables	variable	NOUN
american_scientific_journal-2332	97	18	.	.	PUNCT
american_scientific_journal-2332	98	1	the	the	DET
american_scientific_journal-2332	98	2	more	more	ADV
american_scientific_journal-2332	98	3	similar	similar	ADJ
american_scientific_journal-2332	98	4	the	the	DET
american_scientific_journal-2332	98	5	variables	variable	NOUN
american_scientific_journal-2332	98	6	the	the	DET
american_scientific_journal-2332	98	7	more	more	ADJ
american_scientific_journal-2332	98	8	effect	effect	NOUN
american_scientific_journal-2332	98	9	of	of	ADP
american_scientific_journal-2332	98	10	the	the	DET
american_scientific_journal-2332	98	11	variables	variable	NOUN
american_scientific_journal-2332	98	12	in	in	ADP
american_scientific_journal-2332	98	13	system	system	NOUN
american_scientific_journal-2332	98	14	for	for	ADP
american_scientific_journal-2332	98	15	cancer	cancer	NOUN
american_scientific_journal-2332	98	16	detection	detection	NOUN
american_scientific_journal-2332	98	17	.	.	PUNCT
american_scientific_journal-2332	99	1	the	the	DET
american_scientific_journal-2332	99	2	table-2	table-2	NUM
american_scientific_journal-2332	99	3	shows	show	VERB
american_scientific_journal-2332	99	4	the	the	DET
american_scientific_journal-2332	99	5	covariance	covariance	NOUN
american_scientific_journal-2332	99	6	matrix	matrix	NOUN
american_scientific_journal-2332	99	7	of	of	ADP
american_scientific_journal-2332	99	8	data	datum	NOUN
american_scientific_journal-2332	99	9	in	in	ADP
american_scientific_journal-2332	99	10	the	the	DET
american_scientific_journal-2332	99	11	system	system	NOUN
american_scientific_journal-2332	99	12	regarding	regard	VERB
american_scientific_journal-2332	99	13	their	their	PRON
american_scientific_journal-2332	99	14	similarity	similarity	NOUN
american_scientific_journal-2332	99	15	.	.	PUNCT
american_scientific_journal-2332	100	1	the	the	DET
american_scientific_journal-2332	100	2	distribution	distribution	NOUN
american_scientific_journal-2332	100	3	of	of	ADP
american_scientific_journal-2332	100	4	patients	patient	NOUN
american_scientific_journal-2332	100	5	on	on	ADP
american_scientific_journal-2332	100	6	a	a	DET
american_scientific_journal-2332	100	7	plane	plane	NOUN
american_scientific_journal-2332	100	8	with	with	ADP
american_scientific_journal-2332	100	9	pc1	pc1	PROPN
american_scientific_journal-2332	100	10	and	and	CCONJ
american_scientific_journal-2332	100	11	pc2	pc2	NOUN
american_scientific_journal-2332	100	12	can	can	AUX
american_scientific_journal-2332	100	13	be	be	AUX
american_scientific_journal-2332	100	14	obtained	obtain	VERB
american_scientific_journal-2332	100	15	in	in	ADP
american_scientific_journal-2332	100	16	the	the	DET
american_scientific_journal-2332	100	17	same	same	ADJ
american_scientific_journal-2332	100	18	way	way	NOUN
american_scientific_journal-2332	100	19	as	as	ADP
american_scientific_journal-2332	100	20	the	the	DET
american_scientific_journal-2332	100	21	distribution	distribution	NOUN
american_scientific_journal-2332	100	22	of	of	ADP
american_scientific_journal-2332	100	23	variables	variable	NOUN
american_scientific_journal-2332	100	24	.	.	PUNCT
american_scientific_journal-2332	101	1	the	the	DET
american_scientific_journal-2332	101	2	individual	individual	ADJ
american_scientific_journal-2332	101	3	distribution	distribution	NOUN
american_scientific_journal-2332	101	4	in	in	ADP
american_scientific_journal-2332	101	5	eigenvector	eigenvector	NOUN
american_scientific_journal-2332	101	6	is	be	AUX
american_scientific_journal-2332	101	7	shown	show	VERB
american_scientific_journal-2332	101	8	in	in	ADP
american_scientific_journal-2332	101	9	table-4	table-4	NUM
american_scientific_journal-2332	101	10	.the	.the	DET
american_scientific_journal-2332	101	11	successful	successful	ADJ
american_scientific_journal-2332	101	12	network	network	NOUN
american_scientific_journal-2332	101	13	has	have	AUX
american_scientific_journal-2332	101	14	been	be	AUX
american_scientific_journal-2332	101	15	developed	develop	VERB
american_scientific_journal-2332	101	16	and	and	CCONJ
american_scientific_journal-2332	101	17	ready	ready	ADJ
american_scientific_journal-2332	101	18	for	for	ADP
american_scientific_journal-2332	101	19	the	the	DET
american_scientific_journal-2332	101	20	classification	classification	NOUN
american_scientific_journal-2332	101	21	.	.	PUNCT
american_scientific_journal-2332	102	1	table	table	NOUN
american_scientific_journal-2332	102	2	5	5	NUM
american_scientific_journal-2332	102	3	:	:	PUNCT
american_scientific_journal-2332	102	4	classification	classification	NOUN
american_scientific_journal-2332	102	5	for	for	ADP
american_scientific_journal-2332	102	6	different	different	ADJ
american_scientific_journal-2332	102	7	size	size	NOUN
american_scientific_journal-2332	102	8	of	of	ADP
american_scientific_journal-2332	102	9	data	datum	NOUN
american_scientific_journal-2332	102	10	size	size	NOUN
american_scientific_journal-2332	102	11	of	of	ADP
american_scientific_journal-2332	102	12	individual	individual	ADJ
american_scientific_journal-2332	102	13	data	datum	NOUN
american_scientific_journal-2332	102	14	(	(	PUNCT
american_scientific_journal-2332	102	15	training	training	NOUN
american_scientific_journal-2332	102	16	:	:	PUNCT
american_scientific_journal-2332	102	17	validation	validation	NOUN
american_scientific_journal-2332	102	18	:	:	PUNCT
american_scientific_journal-2332	102	19	testing	testing	NOUN
american_scientific_journal-2332	102	20	)	)	PUNCT
american_scientific_journal-2332	102	21	number	number	NOUN
american_scientific_journal-2332	102	22	of	of	ADP
american_scientific_journal-2332	102	23	neuron	neuron	NOUN
american_scientific_journal-2332	102	24	training	train	VERB
american_scientific_journal-2332	102	25	classification	classification	NOUN
american_scientific_journal-2332	102	26	validation	validation	NOUN
american_scientific_journal-2332	102	27	classification	classification	NOUN
american_scientific_journal-2332	102	28	testing	testing	NOUN
american_scientific_journal-2332	102	29	classification	classification	NOUN
american_scientific_journal-2332	102	30	56:12:12	56:12:12	NUM
american_scientific_journal-2332	102	31	10	10	NUM
american_scientific_journal-2332	102	32	0.732	0.732	NUM
american_scientific_journal-2332	102	33	0.917	0.917	NUM
american_scientific_journal-2332	102	34	0.667	0.667	NUM
american_scientific_journal-2332	102	35	48:16:16	48:16:16	NUM
american_scientific_journal-2332	102	36	15	15	NUM
american_scientific_journal-2332	102	37	0.771	0.771	NUM
american_scientific_journal-2332	102	38	0.813	0.813	NUM
american_scientific_journal-2332	102	39	0.750	0.750	NUM
american_scientific_journal-2332	102	40	40:20:20	40:20:20	NUM
american_scientific_journal-2332	102	41	20	20	NUM
american_scientific_journal-2332	102	42	0.775	0.775	NUM
american_scientific_journal-2332	102	43	0.700	0.700	NUM
american_scientific_journal-2332	102	44	0.750	0.750	NUM
american_scientific_journal-2332	102	45	table	table	NOUN
american_scientific_journal-2332	102	46	6	6	NUM
american_scientific_journal-2332	102	47	:	:	PUNCT
american_scientific_journal-2332	102	48	final	final	ADJ
american_scientific_journal-2332	102	49	result	result	NOUN
american_scientific_journal-2332	102	50	of	of	ADP
american_scientific_journal-2332	102	51	ann	ann	PROPN
american_scientific_journal-2332	102	52	used	use	VERB
american_scientific_journal-2332	102	53	recurrence	recurrence	NOUN
american_scientific_journal-2332	102	54	no	no	DET
american_scientific_journal-2332	102	55	recurrence	recurrence	NOUN
american_scientific_journal-2332	102	56	classification%	classification%	PUNCT
american_scientific_journal-2332	102	57	total	total	VERB
american_scientific_journal-2332	102	58	27	27	NUM
american_scientific_journal-2332	102	59	53	53	NUM
american_scientific_journal-2332	102	60	76	76	NUM
american_scientific_journal-2332	102	61	correct	correct	ADJ
american_scientific_journal-2332	102	62	20	20	NUM
american_scientific_journal-2332	102	63	41	41	NUM
american_scientific_journal-2332	102	64	75	75	NUM
american_scientific_journal-2332	102	65	wrong	wrong	ADJ
american_scientific_journal-2332	102	66	7	7	NUM
american_scientific_journal-2332	102	67	12	12	NUM
american_scientific_journal-2332	102	68	77	77	NUM
american_scientific_journal-2332	102	69	american	american	ADJ
american_scientific_journal-2332	102	70	scientific	scientific	ADJ
american_scientific_journal-2332	102	71	research	research	NOUN
american_scientific_journal-2332	102	72	journal	journal	NOUN
american_scientific_journal-2332	102	73	for	for	ADP
american_scientific_journal-2332	102	74	engineering	engineering	NOUN
american_scientific_journal-2332	102	75	,	,	PUNCT
american_scientific_journal-2332	102	76	technology	technology	NOUN
american_scientific_journal-2332	102	77	,	,	PUNCT
american_scientific_journal-2332	102	78	and	and	CCONJ
american_scientific_journal-2332	102	79	sciences	science	NOUN
american_scientific_journal-2332	102	80	(	(	PUNCT
american_scientific_journal-2332	102	81	asrjets	asrjet	NOUN
american_scientific_journal-2332	102	82	)	)	PUNCT
american_scientific_journal-2332	102	83	(	(	PUNCT
american_scientific_journal-2332	102	84	2016	2016	NUM
american_scientific_journal-2332	102	85	)	)	PUNCT
american_scientific_journal-2332	102	86	volume	volume	NOUN
american_scientific_journal-2332	102	87	26	26	NUM
american_scientific_journal-2332	102	88	,	,	PUNCT
american_scientific_journal-2332	102	89	no	no	DET
american_scientific_journal-2332	102	90	3	3	NUM
american_scientific_journal-2332	102	91	,	,	PUNCT
american_scientific_journal-2332	102	92	pp	pp	ADV
american_scientific_journal-2332	102	93	254	254	NUM
american_scientific_journal-2332	102	94	-	-	SYM
american_scientific_journal-2332	102	95	265	265	NUM
american_scientific_journal-2332	102	96	262	262	NUM
american_scientific_journal-2332	102	97	3.1	3.1	NUM
american_scientific_journal-2332	102	98	.	.	PUNCT
american_scientific_journal-2332	103	1	classification	classification	NOUN
american_scientific_journal-2332	103	2	lung	lung	NOUN
american_scientific_journal-2332	103	3	nodule	nodule	NOUN
american_scientific_journal-2332	103	4	is	be	AUX
american_scientific_journal-2332	103	5	a	a	DET
american_scientific_journal-2332	103	6	smallest	small	ADJ
american_scientific_journal-2332	103	7	growth	growth	NOUN
american_scientific_journal-2332	103	8	in	in	ADP
american_scientific_journal-2332	103	9	the	the	DET
american_scientific_journal-2332	103	10	lung	lung	NOUN
american_scientific_journal-2332	103	11	.cancer	.cancer	AUX
american_scientific_journal-2332	103	12	nodule	nodule	NOUN
american_scientific_journal-2332	103	13	tend	tend	VERB
american_scientific_journal-2332	103	14	to	to	PART
american_scientific_journal-2332	103	15	be	be	AUX
american_scientific_journal-2332	103	16	larger	large	ADJ
american_scientific_journal-2332	103	17	than	than	ADP
american_scientific_journal-2332	103	18	30	30	NUM
american_scientific_journal-2332	103	19	mm	mm	NOUN
american_scientific_journal-2332	103	20	,	,	PUNCT
american_scientific_journal-2332	103	21	and	and	CCONJ
american_scientific_journal-2332	103	22	less	less	ADJ
american_scientific_journal-2332	103	23	than	than	ADP
american_scientific_journal-2332	103	24	33	33	NUM
american_scientific_journal-2332	103	25	mm	mm	NOUN
american_scientific_journal-2332	103	26	is	be	AUX
american_scientific_journal-2332	103	27	non	non	X
american_scientific_journal-2332	103	28	cancer	cancer	NOUN
american_scientific_journal-2332	103	29	nodule	nodule	NOUN
american_scientific_journal-2332	103	30	.	.	PUNCT
american_scientific_journal-2332	104	1	the	the	DET
american_scientific_journal-2332	104	2	lung	lung	NOUN
american_scientific_journal-2332	104	3	cancer	cancer	NOUN
american_scientific_journal-2332	104	4	nodule	nodule	NOUN
american_scientific_journal-2332	104	5	has	have	VERB
american_scientific_journal-2332	104	6	the	the	DET
american_scientific_journal-2332	104	7	round	round	ADJ
american_scientific_journal-2332	104	8	shape.ct	shape.ct	NOUN
american_scientific_journal-2332	104	9	-	-	PUNCT
american_scientific_journal-2332	104	10	used	use	VERB
american_scientific_journal-2332	104	11	to	to	PART
american_scientific_journal-2332	104	12	identify	identify	VERB
american_scientific_journal-2332	104	13	the	the	DET
american_scientific_journal-2332	104	14	change	change	NOUN
american_scientific_journal-2332	104	15	in	in	ADP
american_scientific_journal-2332	104	16	shape	shape	NOUN
american_scientific_journal-2332	104	17	and	and	CCONJ
american_scientific_journal-2332	104	18	size	size	NOUN
american_scientific_journal-2332	104	19	we	we	PRON
american_scientific_journal-2332	104	20	extracted	extract	VERB
american_scientific_journal-2332	104	21	the	the	DET
american_scientific_journal-2332	104	22	features	feature	NOUN
american_scientific_journal-2332	104	23	for	for	ADP
american_scientific_journal-2332	104	24	identification	identification	NOUN
american_scientific_journal-2332	104	25	in	in	ADP
american_scientific_journal-2332	104	26	segmentation	segmentation	NOUN
american_scientific_journal-2332	104	27	stage	stage	NOUN
american_scientific_journal-2332	104	28	.	.	PUNCT
american_scientific_journal-2332	105	1	for	for	ADP
american_scientific_journal-2332	105	2	abnormal	abnormal	ADJ
american_scientific_journal-2332	105	3	lung	lung	NOUN
american_scientific_journal-2332	105	4	.	.	PUNCT
american_scientific_journal-2332	106	1	figure	figure	VERB
american_scientific_journal-2332	106	2	7	7	NUM
american_scientific_journal-2332	106	3	:	:	PUNCT
american_scientific_journal-2332	106	4	abnormal	abnormal	ADJ
american_scientific_journal-2332	106	5	lung	lung	NOUN
american_scientific_journal-2332	106	6	.	.	PUNCT
american_scientific_journal-2332	107	1	we	we	PRON
american_scientific_journal-2332	107	2	firstly	firstly	ADV
american_scientific_journal-2332	107	3	load	load	VERB
american_scientific_journal-2332	107	4	the	the	DET
american_scientific_journal-2332	107	5	lung	lung	NOUN
american_scientific_journal-2332	107	6	image	image	NOUN
american_scientific_journal-2332	107	7	and	and	CCONJ
american_scientific_journal-2332	107	8	extract	extract	VERB
american_scientific_journal-2332	107	9	the	the	DET
american_scientific_journal-2332	107	10	features	feature	NOUN
american_scientific_journal-2332	107	11	,	,	PUNCT
american_scientific_journal-2332	107	12	and	and	CCONJ
american_scientific_journal-2332	107	13	then	then	ADV
american_scientific_journal-2332	107	14	we	we	PRON
american_scientific_journal-2332	107	15	store	store	VERB
american_scientific_journal-2332	107	16	the	the	DET
american_scientific_journal-2332	107	17	extracted	extract	VERB
american_scientific_journal-2332	107	18	features	feature	NOUN
american_scientific_journal-2332	107	19	to	to	ADP
american_scientific_journal-2332	107	20	the	the	DET
american_scientific_journal-2332	107	21	database	database	NOUN
american_scientific_journal-2332	107	22	.	.	PUNCT
american_scientific_journal-2332	108	1	after	after	SCONJ
american_scientific_journal-2332	108	2	we	we	PRON
american_scientific_journal-2332	108	3	select	select	VERB
american_scientific_journal-2332	108	4	some	some	DET
american_scientific_journal-2332	108	5	important	important	ADJ
american_scientific_journal-2332	108	6	features	feature	NOUN
american_scientific_journal-2332	108	7	and	and	CCONJ
american_scientific_journal-2332	108	8	add	add	VERB
american_scientific_journal-2332	108	9	to	to	ADP
american_scientific_journal-2332	108	10	the	the	DET
american_scientific_journal-2332	108	11	existing	exist	VERB
american_scientific_journal-2332	108	12	dataset	dataset	NOUN
american_scientific_journal-2332	108	13	and	and	CCONJ
american_scientific_journal-2332	108	14	then	then	ADV
american_scientific_journal-2332	108	15	we	we	PRON
american_scientific_journal-2332	108	16	train	train	VERB
american_scientific_journal-2332	108	17	them	they	PRON
american_scientific_journal-2332	108	18	by	by	ADP
american_scientific_journal-2332	108	19	using	use	VERB
american_scientific_journal-2332	108	20	artificial	artificial	ADJ
american_scientific_journal-2332	108	21	neural	neural	ADJ
american_scientific_journal-2332	108	22	network	network	NOUN
american_scientific_journal-2332	108	23	so	so	SCONJ
american_scientific_journal-2332	108	24	as	as	SCONJ
american_scientific_journal-2332	108	25	to	to	PART
american_scientific_journal-2332	108	26	identify	identify	VERB
american_scientific_journal-2332	108	27	whether	whether	SCONJ
american_scientific_journal-2332	108	28	the	the	DET
american_scientific_journal-2332	108	29	lung	lung	NOUN
american_scientific_journal-2332	108	30	image	image	NOUN
american_scientific_journal-2332	108	31	is	be	AUX
american_scientific_journal-2332	108	32	normal	normal	ADJ
american_scientific_journal-2332	108	33	or	or	CCONJ
american_scientific_journal-2332	108	34	abnormal	abnormal	ADJ
american_scientific_journal-2332	108	35	.	.	PUNCT
american_scientific_journal-2332	109	1	figure-	figure-	X
american_scientific_journal-2332	109	2	.	.	PUNCT
american_scientific_journal-2332	110	1	for	for	ADP
american_scientific_journal-2332	110	2	normal	normal	ADJ
american_scientific_journal-2332	110	3	lung	lung	NOUN
american_scientific_journal-2332	110	4	.	.	PUNCT
american_scientific_journal-2332	111	1	figure	figure	NOUN
american_scientific_journal-2332	111	2	8	8	NUM
american_scientific_journal-2332	111	3	:	:	PUNCT
american_scientific_journal-2332	111	4	normal	normal	ADJ
american_scientific_journal-2332	111	5	lung	lung	NOUN
american_scientific_journal-2332	111	6	.	.	PUNCT
american_scientific_journal-2332	112	1	for	for	ADP
american_scientific_journal-2332	112	2	normal	normal	ADJ
american_scientific_journal-2332	112	3	lung	lung	NOUN
american_scientific_journal-2332	112	4	with	with	ADP
american_scientific_journal-2332	112	5	no	no	DET
american_scientific_journal-2332	112	6	nodule	nodule	NOUN
american_scientific_journal-2332	112	7	we	we	PRON
american_scientific_journal-2332	112	8	can	can	AUX
american_scientific_journal-2332	112	9	not	not	PART
american_scientific_journal-2332	112	10	extract	extract	VERB
american_scientific_journal-2332	112	11	the	the	DET
american_scientific_journal-2332	112	12	nodule	nodule	NOUN
american_scientific_journal-2332	112	13	features	feature	NOUN
american_scientific_journal-2332	112	14	.	.	PUNCT
american_scientific_journal-2332	113	1	american	american	ADJ
american_scientific_journal-2332	113	2	scientific	scientific	ADJ
american_scientific_journal-2332	113	3	research	research	PROPN
american_scientific_journal-2332	113	4	journal	journal	NOUN
american_scientific_journal-2332	113	5	for	for	ADP
american_scientific_journal-2332	113	6	engineering	engineering	NOUN
american_scientific_journal-2332	113	7	,	,	PUNCT
american_scientific_journal-2332	113	8	technology	technology	NOUN
american_scientific_journal-2332	113	9	,	,	PUNCT
american_scientific_journal-2332	113	10	and	and	CCONJ
american_scientific_journal-2332	113	11	sciences	science	NOUN
american_scientific_journal-2332	113	12	(	(	PUNCT
american_scientific_journal-2332	113	13	asrjets	asrjet	NOUN
american_scientific_journal-2332	113	14	)	)	PUNCT
american_scientific_journal-2332	113	15	(	(	PUNCT
american_scientific_journal-2332	113	16	2016	2016	NUM
american_scientific_journal-2332	113	17	)	)	PUNCT
american_scientific_journal-2332	113	18	volume	volume	NOUN
american_scientific_journal-2332	113	19	26	26	NUM
american_scientific_journal-2332	113	20	,	,	PUNCT
american_scientific_journal-2332	113	21	no	no	DET
american_scientific_journal-2332	113	22	3	3	NUM
american_scientific_journal-2332	113	23	,	,	PUNCT
american_scientific_journal-2332	113	24	pp	pp	ADV
american_scientific_journal-2332	113	25	254	254	NUM
american_scientific_journal-2332	113	26	-	-	SYM
american_scientific_journal-2332	113	27	265	265	NUM
american_scientific_journal-2332	113	28	263	263	NUM
american_scientific_journal-2332	113	29	4	4	NUM
american_scientific_journal-2332	113	30	.	.	PUNCT
american_scientific_journal-2332	114	1	conclusion	conclusion	NOUN
american_scientific_journal-2332	114	2	lung	lung	NOUN
american_scientific_journal-2332	114	3	cancer	cancer	NOUN
american_scientific_journal-2332	114	4	is	be	AUX
american_scientific_journal-2332	114	5	the	the	DET
american_scientific_journal-2332	114	6	most	most	ADV
american_scientific_journal-2332	114	7	dangerous	dangerous	ADJ
american_scientific_journal-2332	114	8	cancer	cancer	NOUN
american_scientific_journal-2332	114	9	to	to	ADP
american_scientific_journal-2332	114	10	a	a	DET
american_scientific_journal-2332	114	11	men	man	NOUN
american_scientific_journal-2332	114	12	and	and	CCONJ
american_scientific_journal-2332	114	13	mostly	mostly	ADV
american_scientific_journal-2332	114	14	growth	growth	NOUN
american_scientific_journal-2332	114	15	all	all	ADV
american_scientific_journal-2332	114	16	over	over	ADP
american_scientific_journal-2332	114	17	the	the	DET
american_scientific_journal-2332	114	18	world	world	NOUN
american_scientific_journal-2332	114	19	as	as	SCONJ
american_scientific_journal-2332	114	20	diagnosed	diagnose	VERB
american_scientific_journal-2332	114	21	in	in	ADP
american_scientific_journal-2332	114	22	2012.this	2012.this	PRON
american_scientific_journal-2332	114	23	shows	show	VERB
american_scientific_journal-2332	114	24	the	the	DET
american_scientific_journal-2332	114	25	importance	importance	NOUN
american_scientific_journal-2332	114	26	of	of	ADP
american_scientific_journal-2332	114	27	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	114	28	the	the	DET
american_scientific_journal-2332	114	29	lung	lung	NOUN
american_scientific_journal-2332	114	30	cancer	cancer	NOUN
american_scientific_journal-2332	114	31	in	in	ADP
american_scientific_journal-2332	114	32	early	early	ADJ
american_scientific_journal-2332	114	33	stage	stage	NOUN
american_scientific_journal-2332	114	34	to	to	PART
american_scientific_journal-2332	114	35	reduce	reduce	VERB
american_scientific_journal-2332	114	36	the	the	DET
american_scientific_journal-2332	114	37	percentage	percentage	NOUN
american_scientific_journal-2332	114	38	of	of	ADP
american_scientific_journal-2332	114	39	its	its	PRON
american_scientific_journal-2332	114	40	spreading	spreading	NOUN
american_scientific_journal-2332	114	41	.	.	PUNCT
american_scientific_journal-2332	115	1	the	the	DET
american_scientific_journal-2332	115	2	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	115	3	of	of	ADP
american_scientific_journal-2332	115	4	lung	lung	NOUN
american_scientific_journal-2332	115	5	cancer	cancer	NOUN
american_scientific_journal-2332	115	6	needs	need	VERB
american_scientific_journal-2332	115	7	an	an	DET
american_scientific_journal-2332	115	8	efficient	efficient	ADJ
american_scientific_journal-2332	115	9	system	system	NOUN
american_scientific_journal-2332	115	10	to	to	PART
american_scientific_journal-2332	115	11	perform	perform	VERB
american_scientific_journal-2332	115	12	the	the	DET
american_scientific_journal-2332	115	13	best	good	ADJ
american_scientific_journal-2332	115	14	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	115	15	.	.	PUNCT
american_scientific_journal-2332	116	1	to	to	PART
american_scientific_journal-2332	116	2	obtain	obtain	VERB
american_scientific_journal-2332	116	3	the	the	DET
american_scientific_journal-2332	116	4	high	high	ADJ
american_scientific_journal-2332	116	5	accuracy	accuracy	NOUN
american_scientific_journal-2332	116	6	result	result	NOUN
american_scientific_journal-2332	116	7	,	,	PUNCT
american_scientific_journal-2332	116	8	in	in	ADP
american_scientific_journal-2332	116	9	our	our	PRON
american_scientific_journal-2332	116	10	system	system	NOUN
american_scientific_journal-2332	116	11	we	we	PRON
american_scientific_journal-2332	116	12	divided	divide	VERB
american_scientific_journal-2332	116	13	our	our	PRON
american_scientific_journal-2332	116	14	work	work	NOUN
american_scientific_journal-2332	116	15	in	in	ADP
american_scientific_journal-2332	116	16	four	four	NUM
american_scientific_journal-2332	116	17	stages	stage	NOUN
american_scientific_journal-2332	116	18	:	:	PUNCT
american_scientific_journal-2332	116	19	1)image	1)image	NUM
american_scientific_journal-2332	116	20	pre	pre	ADJ
american_scientific_journal-2332	116	21	-	-	ADJ
american_scientific_journal-2332	116	22	processing	processing	ADJ
american_scientific_journal-2332	116	23	,	,	PUNCT
american_scientific_journal-2332	116	24	2)image	2)image	NUM
american_scientific_journal-2332	116	25	enhancement	enhancement	NOUN
american_scientific_journal-2332	116	26	3)image	3)image	NUM
american_scientific_journal-2332	116	27	segmentation	segmentation	NOUN
american_scientific_journal-2332	116	28	4)features	4)features	NUM
american_scientific_journal-2332	116	29	extraction	extraction	NOUN
american_scientific_journal-2332	116	30	5)data	5)data	NUM
american_scientific_journal-2332	116	31	classification	classification	NOUN
american_scientific_journal-2332	116	32	using	use	VERB
american_scientific_journal-2332	116	33	the	the	DET
american_scientific_journal-2332	116	34	artificial	artificial	ADJ
american_scientific_journal-2332	116	35	neural	neural	ADJ
american_scientific_journal-2332	116	36	network	network	NOUN
american_scientific_journal-2332	116	37	and	and	CCONJ
american_scientific_journal-2332	116	38	last	last	ADJ
american_scientific_journal-2332	116	39	6)we	6)we	NUM
american_scientific_journal-2332	116	40	use	use	VERB
american_scientific_journal-2332	116	41	the	the	DET
american_scientific_journal-2332	116	42	features	feature	NOUN
american_scientific_journal-2332	116	43	analysis	analysis	NOUN
american_scientific_journal-2332	116	44	by	by	ADP
american_scientific_journal-2332	116	45	using	use	VERB
american_scientific_journal-2332	116	46	pca	pca	PROPN
american_scientific_journal-2332	116	47	to	to	PART
american_scientific_journal-2332	116	48	identify	identify	VERB
american_scientific_journal-2332	116	49	the	the	DET
american_scientific_journal-2332	116	50	contribution	contribution	NOUN
american_scientific_journal-2332	116	51	of	of	ADP
american_scientific_journal-2332	116	52	variables	variable	NOUN
american_scientific_journal-2332	116	53	factors	factor	NOUN
american_scientific_journal-2332	116	54	.	.	PUNCT
american_scientific_journal-2332	117	1	acknowledgements	acknowledgement	NOUN
american_scientific_journal-2332	117	2	first	first	ADV
american_scientific_journal-2332	117	3	of	of	ADP
american_scientific_journal-2332	117	4	all	all	PRON
american_scientific_journal-2332	117	5	,	,	PUNCT
american_scientific_journal-2332	117	6	i	i	PRON
american_scientific_journal-2332	117	7	praise	praise	VERB
american_scientific_journal-2332	117	8	to	to	ADP
american_scientific_journal-2332	117	9	the	the	DET
american_scientific_journal-2332	117	10	almighty	almighty	ADJ
american_scientific_journal-2332	117	11	god	god	PROPN
american_scientific_journal-2332	117	12	for	for	ADP
american_scientific_journal-2332	117	13	providing	provide	VERB
american_scientific_journal-2332	117	14	me	i	PRON
american_scientific_journal-2332	117	15	this	this	DET
american_scientific_journal-2332	117	16	opportunity	opportunity	NOUN
american_scientific_journal-2332	117	17	and	and	CCONJ
american_scientific_journal-2332	117	18	granting	grant	VERB
american_scientific_journal-2332	117	19	me	i	PRON
american_scientific_journal-2332	117	20	the	the	DET
american_scientific_journal-2332	117	21	ability	ability	NOUN
american_scientific_journal-2332	117	22	to	to	PART
american_scientific_journal-2332	117	23	successfully	successfully	ADV
american_scientific_journal-2332	117	24	completing	complete	VERB
american_scientific_journal-2332	117	25	this	this	DET
american_scientific_journal-2332	117	26	work	work	NOUN
american_scientific_journal-2332	117	27	.	.	PUNCT
american_scientific_journal-2332	118	1	this	this	DET
american_scientific_journal-2332	118	2	paper	paper	NOUN
american_scientific_journal-2332	118	3	is	be	AUX
american_scientific_journal-2332	118	4	successful	successful	ADJ
american_scientific_journal-2332	118	5	completed	complete	VERB
american_scientific_journal-2332	118	6	in	in	ADP
american_scientific_journal-2332	118	7	its	its	PRON
american_scientific_journal-2332	118	8	current	current	ADJ
american_scientific_journal-2332	118	9	form	form	NOUN
american_scientific_journal-2332	118	10	because	because	SCONJ
american_scientific_journal-2332	118	11	of	of	ADP
american_scientific_journal-2332	118	12	the	the	DET
american_scientific_journal-2332	118	13	assistance	assistance	NOUN
american_scientific_journal-2332	118	14	and	and	CCONJ
american_scientific_journal-2332	118	15	guidance	guidance	NOUN
american_scientific_journal-2332	118	16	from	from	ADP
american_scientific_journal-2332	118	17	several	several	ADJ
american_scientific_journal-2332	118	18	people	people	NOUN
american_scientific_journal-2332	118	19	.	.	PUNCT
american_scientific_journal-2332	119	1	i	i	PRON
american_scientific_journal-2332	119	2	would	would	AUX
american_scientific_journal-2332	119	3	like	like	VERB
american_scientific_journal-2332	119	4	to	to	PART
american_scientific_journal-2332	119	5	sincere	sincere	VERB
american_scientific_journal-2332	119	6	thanks	thank	NOUN
american_scientific_journal-2332	119	7	to	to	ADP
american_scientific_journal-2332	119	8	all	all	PRON
american_scientific_journal-2332	119	9	of	of	ADP
american_scientific_journal-2332	119	10	them	they	PRON
american_scientific_journal-2332	119	11	.	.	PUNCT
american_scientific_journal-2332	120	1	i	i	PRON
american_scientific_journal-2332	120	2	have	have	VERB
american_scientific_journal-2332	120	3	no	no	DET
american_scientific_journal-2332	120	4	proper	proper	ADJ
american_scientific_journal-2332	120	5	words	word	NOUN
american_scientific_journal-2332	120	6	to	to	PART
american_scientific_journal-2332	120	7	express	express	VERB
american_scientific_journal-2332	120	8	my	my	PRON
american_scientific_journal-2332	120	9	deep	deep	ADJ
american_scientific_journal-2332	120	10	gratitude	gratitude	NOUN
american_scientific_journal-2332	120	11	and	and	CCONJ
american_scientific_journal-2332	120	12	respect	respect	NOUN
american_scientific_journal-2332	120	13	to	to	ADP
american_scientific_journal-2332	120	14	my	my	PRON
american_scientific_journal-2332	120	15	first	first	ADJ
american_scientific_journal-2332	120	16	supervisor	supervisor	NOUN
american_scientific_journal-2332	120	17	,	,	PUNCT
american_scientific_journal-2332	120	18	professor	professor	NOUN
american_scientific_journal-2332	120	19	zhao	zhao	PROPN
american_scientific_journal-2332	120	20	yue	yue	PROPN
american_scientific_journal-2332	120	21	,	,	PUNCT
american_scientific_journal-2332	120	22	for	for	ADP
american_scientific_journal-2332	120	23	accepting	accept	VERB
american_scientific_journal-2332	120	24	me	i	PRON
american_scientific_journal-2332	120	25	to	to	PART
american_scientific_journal-2332	120	26	be	be	AUX
american_scientific_journal-2332	120	27	her	her	PRON
american_scientific_journal-2332	120	28	student	student	NOUN
american_scientific_journal-2332	120	29	,	,	PUNCT
american_scientific_journal-2332	120	30	she	she	PRON
american_scientific_journal-2332	120	31	has	have	AUX
american_scientific_journal-2332	120	32	inspired	inspire	VERB
american_scientific_journal-2332	120	33	me	i	PRON
american_scientific_journal-2332	120	34	and	and	CCONJ
american_scientific_journal-2332	120	35	helped	help	VERB
american_scientific_journal-2332	120	36	me	i	PRON
american_scientific_journal-2332	120	37	to	to	PART
american_scientific_journal-2332	120	38	realize	realize	VERB
american_scientific_journal-2332	120	39	the	the	DET
american_scientific_journal-2332	120	40	exactly	exactly	ADV
american_scientific_journal-2332	120	41	what	what	PRON
american_scientific_journal-2332	120	42	do	do	AUX
american_scientific_journal-2332	120	43	i	i	PRON
american_scientific_journal-2332	120	44	want	want	VERB
american_scientific_journal-2332	120	45	in	in	ADP
american_scientific_journal-2332	120	46	my	my	PRON
american_scientific_journal-2332	120	47	study	study	NOUN
american_scientific_journal-2332	120	48	and	and	CCONJ
american_scientific_journal-2332	120	49	life	life	NOUN
american_scientific_journal-2332	120	50	in	in	ADP
american_scientific_journal-2332	120	51	general	general	ADJ
american_scientific_journal-2332	120	52	and	and	CCONJ
american_scientific_journal-2332	120	53	to	to	PART
american_scientific_journal-2332	120	54	work	work	VERB
american_scientific_journal-2332	120	55	hard	hard	ADV
american_scientific_journal-2332	120	56	on	on	ADP
american_scientific_journal-2332	120	57	it	it	PRON
american_scientific_journal-2332	120	58	.	.	PUNCT
american_scientific_journal-2332	121	1	i	i	PRON
american_scientific_journal-2332	121	2	would	would	AUX
american_scientific_journal-2332	121	3	like	like	VERB
american_scientific_journal-2332	121	4	to	to	ADP
american_scientific_journal-2332	121	5	thanks	thank	NOUN
american_scientific_journal-2332	121	6	my	my	PRON
american_scientific_journal-2332	121	7	second	second	ADJ
american_scientific_journal-2332	121	8	supervisor	supervisor	NOUN
american_scientific_journal-2332	121	9	,	,	PUNCT
american_scientific_journal-2332	121	10	professor	professor	NOUN
american_scientific_journal-2332	121	11	ma	ma	PROPN
american_scientific_journal-2332	121	12	he	he	PROPN
american_scientific_journal-2332	121	13	,	,	PUNCT
american_scientific_journal-2332	121	14	the	the	DET
american_scientific_journal-2332	121	15	door	door	NOUN
american_scientific_journal-2332	121	16	was	be	AUX
american_scientific_journal-2332	121	17	opened	open	VERB
american_scientific_journal-2332	121	18	all	all	DET
american_scientific_journal-2332	121	19	the	the	DET
american_scientific_journal-2332	121	20	time	time	NOUN
american_scientific_journal-2332	121	21	for	for	ADP
american_scientific_journal-2332	121	22	me	i	PRON
american_scientific_journal-2332	121	23	whatever	whatever	PRON
american_scientific_journal-2332	121	24	i	i	PRON
american_scientific_journal-2332	121	25	have	have	VERB
american_scientific_journal-2332	121	26	the	the	DET
american_scientific_journal-2332	121	27	problem	problem	NOUN
american_scientific_journal-2332	121	28	or	or	CCONJ
american_scientific_journal-2332	121	29	question	question	NOUN
american_scientific_journal-2332	121	30	about	about	ADP
american_scientific_journal-2332	121	31	my	my	PRON
american_scientific_journal-2332	121	32	research	research	NOUN
american_scientific_journal-2332	121	33	and	and	CCONJ
american_scientific_journal-2332	121	34	writing	writing	NOUN
american_scientific_journal-2332	121	35	.	.	PUNCT
american_scientific_journal-2332	122	1	thanks	thank	NOUN
american_scientific_journal-2332	122	2	for	for	ADP
american_scientific_journal-2332	122	3	your	your	PRON
american_scientific_journal-2332	122	4	excellent	excellent	ADJ
american_scientific_journal-2332	122	5	technical	technical	ADJ
american_scientific_journal-2332	122	6	assistance	assistance	NOUN
american_scientific_journal-2332	122	7	and	and	CCONJ
american_scientific_journal-2332	122	8	suggestions	suggestion	NOUN
american_scientific_journal-2332	122	9	,	,	PUNCT
american_scientific_journal-2332	122	10	am	be	AUX
american_scientific_journal-2332	122	11	grateful	grateful	ADJ
american_scientific_journal-2332	122	12	for	for	ADP
american_scientific_journal-2332	122	13	your	your	PRON
american_scientific_journal-2332	122	14	assisting	assist	VERB
american_scientific_journal-2332	122	15	me	i	PRON
american_scientific_journal-2332	122	16	in	in	ADP
american_scientific_journal-2332	122	17	different	different	ADJ
american_scientific_journal-2332	122	18	ways	way	NOUN
american_scientific_journal-2332	122	19	and	and	CCONJ
american_scientific_journal-2332	122	20	kindly	kindly	ADV
american_scientific_journal-2332	122	21	answer	answer	VERB
american_scientific_journal-2332	122	22	to	to	ADP
american_scientific_journal-2332	122	23	my	my	PRON
american_scientific_journal-2332	122	24	questions	question	NOUN
american_scientific_journal-2332	122	25	.	.	PUNCT
american_scientific_journal-2332	123	1	finally	finally	ADV
american_scientific_journal-2332	123	2	,	,	PUNCT
american_scientific_journal-2332	123	3	i	i	PRON
american_scientific_journal-2332	123	4	would	would	AUX
american_scientific_journal-2332	123	5	like	like	VERB
american_scientific_journal-2332	123	6	to	to	PART
american_scientific_journal-2332	123	7	thank	thank	VERB
american_scientific_journal-2332	123	8	my	my	PRON
american_scientific_journal-2332	123	9	parents	parent	NOUN
american_scientific_journal-2332	123	10	,	,	PUNCT
american_scientific_journal-2332	123	11	for	for	ADP
american_scientific_journal-2332	123	12	all	all	DET
american_scientific_journal-2332	123	13	their	their	PRON
american_scientific_journal-2332	123	14	support	support	NOUN
american_scientific_journal-2332	123	15	and	and	CCONJ
american_scientific_journal-2332	123	16	unconditional	unconditional	ADJ
american_scientific_journal-2332	123	17	love	love	NOUN
american_scientific_journal-2332	123	18	,	,	PUNCT
american_scientific_journal-2332	123	19	sacrifice	sacrifice	NOUN
american_scientific_journal-2332	123	20	and	and	CCONJ
american_scientific_journal-2332	123	21	consideration	consideration	NOUN
american_scientific_journal-2332	123	22	throughout	throughout	ADP
american_scientific_journal-2332	123	23	my	my	PRON
american_scientific_journal-2332	123	24	years	year	NOUN
american_scientific_journal-2332	123	25	of	of	ADP
american_scientific_journal-2332	123	26	study	study	NOUN
american_scientific_journal-2332	123	27	here	here	ADV
american_scientific_journal-2332	123	28	in	in	ADP
american_scientific_journal-2332	123	29	northeastern	northeastern	ADJ
american_scientific_journal-2332	123	30	university	university	NOUN
american_scientific_journal-2332	123	31	.	.	PUNCT
american_scientific_journal-2332	124	1	it	it	PRON
american_scientific_journal-2332	124	2	’s	’	VERB
american_scientific_journal-2332	124	3	their	their	PRON
american_scientific_journal-2332	124	4	unselfish	unselfish	ADJ
american_scientific_journal-2332	124	5	care	care	NOUN
american_scientific_journal-2332	124	6	that	that	PRON
american_scientific_journal-2332	124	7	helps	help	VERB
american_scientific_journal-2332	124	8	me	i	PRON
american_scientific_journal-2332	124	9	finish	finish	VERB
american_scientific_journal-2332	124	10	this	this	DET
american_scientific_journal-2332	124	11	paper	paper	NOUN
american_scientific_journal-2332	124	12	successfully	successfully	ADV
american_scientific_journal-2332	124	13	.	.	PUNCT
american_scientific_journal-2332	125	1	thank	thank	VERB
american_scientific_journal-2332	125	2	you	you	PRON
american_scientific_journal-2332	125	3	.	.	PUNCT
american_scientific_journal-2332	126	1	reference	reference	NOUN
american_scientific_journal-2332	126	2	[	[	X
american_scientific_journal-2332	126	3	1	1	NUM
american_scientific_journal-2332	126	4	]	]	X
american_scientific_journal-2332	126	5	ge	ge	PROPN
american_scientific_journal-2332	126	6	,	,	PUNCT
american_scientific_journal-2332	126	7	zhanyu	zhanyu	PROPN
american_scientific_journal-2332	126	8	,	,	PUNCT
american_scientific_journal-2332	126	9	berkman	berkman	PROPN
american_scientific_journal-2332	126	10	sahiner	sahiner	PROPN
american_scientific_journal-2332	126	11	,	,	PUNCT
american_scientific_journal-2332	126	12	heang	heang	PROPN
american_scientific_journal-2332	126	13	-	-	PUNCT
american_scientific_journal-2332	126	14	ping	ping	PROPN
american_scientific_journal-2332	126	15	chan	chan	PROPN
american_scientific_journal-2332	126	16	,	,	PUNCT
american_scientific_journal-2332	126	17	lubomir	lubomir	PROPN
american_scientific_journal-2332	126	18	m.	m.	NOUN
american_scientific_journal-2332	126	19	hadjiiski	hadjiiski	PROPN
american_scientific_journal-2332	126	20	,	,	PUNCT
american_scientific_journal-2332	126	21	jun	jun	PROPN
american_scientific_journal-2332	126	22	wei	wei	PROPN
american_scientific_journal-2332	126	23	,	,	PUNCT
american_scientific_journal-2332	126	24	naama	naama	PROPN
american_scientific_journal-2332	126	25	bogot	bogot	VERB
american_scientific_journal-2332	126	26	,	,	PUNCT
american_scientific_journal-2332	126	27	et	et	PROPN
american_scientific_journal-2332	126	28	al	al	PROPN
american_scientific_journal-2332	126	29	.	.	PUNCT
american_scientific_journal-2332	127	1	"	"	PUNCT
american_scientific_journal-2332	127	2	computer	computer	NOUN
american_scientific_journal-2332	127	3	-	-	PUNCT
american_scientific_journal-2332	127	4	aided	aid	VERB
american_scientific_journal-2332	127	5	detection	detection	NOUN
american_scientific_journal-2332	127	6	of	of	ADP
american_scientific_journal-2332	127	7	lung	lung	NOUN
american_scientific_journal-2332	127	8	nodules	nodule	NOUN
american_scientific_journal-2332	127	9	:	:	PUNCT
american_scientific_journal-2332	127	10	false	false	ADJ
american_scientific_journal-2332	127	11	positive	positive	ADJ
american_scientific_journal-2332	127	12	reduction	reduction	NOUN
american_scientific_journal-2332	127	13	using	use	VERB
american_scientific_journal-2332	127	14	a	a	DET
american_scientific_journal-2332	127	15	3d	3d	NUM
american_scientific_journal-2332	127	16	gradient	gradient	NOUN
american_scientific_journal-2332	127	17	field	field	NOUN
american_scientific_journal-2332	127	18	method	method	NOUN
american_scientific_journal-2332	127	19	.	.	PUNCT
american_scientific_journal-2332	127	20	"	"	PUNCT
american_scientific_journal-2332	128	1	in	in	ADP
american_scientific_journal-2332	128	2	medical	medical	ADJ
american_scientific_journal-2332	128	3	imaging	imaging	NOUN
american_scientific_journal-2332	128	4	2004	2004	NUM
american_scientific_journal-2332	128	5	,	,	PUNCT
american_scientific_journal-2332	128	6	pp	pp	ADP
american_scientific_journal-2332	128	7	.	.	PUNCT
american_scientific_journal-2332	128	8	1076	1076	NUM
american_scientific_journal-2332	128	9	-	-	SYM
american_scientific_journal-2332	128	10	1082	1082	NUM
american_scientific_journal-2332	128	11	,	,	PUNCT
american_scientific_journal-2332	128	12	2004	2004	NUM
american_scientific_journal-2332	128	13	may	may	AUX
american_scientific_journal-2332	128	14	12	12	NUM
american_scientific_journal-2332	128	15	.	.	PUNCT
american_scientific_journal-2332	129	1	[	[	X
american_scientific_journal-2332	129	2	2	2	NUM
american_scientific_journal-2332	129	3	]	]	X
american_scientific_journal-2332	129	4	taylor	taylor	PROPN
american_scientific_journal-2332	129	5	,	,	PUNCT
american_scientific_journal-2332	129	6	stuart	stuart	PROPN
american_scientific_journal-2332	129	7	a.	a.	PROPN
american_scientific_journal-2332	129	8	,	,	PUNCT
american_scientific_journal-2332	129	9	rebecca	rebecca	PROPN
american_scientific_journal-2332	129	10	greenhalgh	greenhalgh	PROPN
american_scientific_journal-2332	129	11	,	,	PUNCT
american_scientific_journal-2332	129	12	rajapandian	rajapandian	ADJ
american_scientific_journal-2332	129	13	ilangovan	ilangovan	PROPN
american_scientific_journal-2332	129	14	,	,	PUNCT
american_scientific_journal-2332	129	15	emily	emily	PROPN
american_scientific_journal-2332	129	16	tam	tam	PROPN
american_scientific_journal-2332	129	17	,	,	PUNCT
american_scientific_journal-2332	129	18	vikram	vikram	PROPN
american_scientific_journal-2332	129	19	a.	a.	PROPN
american_scientific_journal-2332	129	20	sahni	sahni	PROPN
american_scientific_journal-2332	129	21	,	,	PUNCT
american_scientific_journal-2332	129	22	et	et	PROPN
american_scientific_journal-2332	129	23	al	al	PROPN
american_scientific_journal-2332	129	24	"	"	PUNCT
american_scientific_journal-2332	129	25	ct	ct	PROPN
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american_scientific_journal-2332	129	27	and	and	CCONJ
american_scientific_journal-2332	129	28	computer	computer	NOUN
american_scientific_journal-2332	129	29	-	-	PUNCT
american_scientific_journal-2332	129	30	aided	aid	VERB
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american_scientific_journal-2332	129	32	:	:	PUNCT
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american_scientific_journal-2332	129	34	of	of	ADP
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american_scientific_journal-2332	129	36	-	-	PUNCT
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american_scientific_journal-2332	129	38	results	result	NOUN
american_scientific_journal-2332	129	39	on	on	ADP
american_scientific_journal-2332	129	40	reader	reader	NOUN
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american_scientific_journal-2332	129	48	-	-	PUNCT
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american_scientific_journal-2332	129	50	screening	screen	VERB
american_scientific_journal-2332	129	51	population	population	NOUN
american_scientific_journal-2332	129	52	1	1	X
american_scientific_journal-2332	129	53	.	.	PUNCT
american_scientific_journal-2332	129	54	"	"	PUNCT
american_scientific_journal-2332	129	55	radiology	radiology	NOUN
american_scientific_journal-2332	129	56	247	247	NUM
american_scientific_journal-2332	129	57	,	,	PUNCT
american_scientific_journal-2332	129	58	no	no	INTJ
american_scientific_journal-2332	129	59	.	.	NOUN
american_scientific_journal-2332	129	60	1	1	NUM
american_scientific_journal-2332	129	61	(	(	PUNCT
american_scientific_journal-2332	129	62	2008	2008	NUM
american_scientific_journal-2332	129	63	):	):	PUNCT
american_scientific_journal-2332	129	64	pp.133	pp.133	PROPN
american_scientific_journal-2332	129	65	-	-	ADJ
american_scientific_journal-2332	129	66	140	140	NUM
american_scientific_journal-2332	129	67	.	.	NOUN
american_scientific_journal-2332	129	68	2008	2008	NUM
american_scientific_journal-2332	129	69	apr	apr	NOUN
american_scientific_journal-2332	129	70	.	.	PUNCT
american_scientific_journal-2332	130	1	[	[	X
american_scientific_journal-2332	130	2	3	3	X
american_scientific_journal-2332	130	3	]	]	SYM
american_scientific_journal-2332	130	4	li	li	PROPN
american_scientific_journal-2332	130	5	,	,	PUNCT
american_scientific_journal-2332	130	6	f.	f.	PROPN
american_scientific_journal-2332	130	7	engelmann	engelmann	PROPN
american_scientific_journal-2332	130	8	,	,	PUNCT
american_scientific_journal-2332	130	9	r.	r.	PROPN
american_scientific_journal-2332	130	10	metz	metz	PROPN
american_scientific_journal-2332	130	11	,	,	PUNCT
american_scientific_journal-2332	130	12	c.e	c.e	PROPN
american_scientific_journal-2332	130	13	.	.	PROPN
american_scientific_journal-2332	130	14	doi	doi	PROPN
american_scientific_journal-2332	130	15	,	,	PUNCT
american_scientific_journal-2332	130	16	k.	k.	PROPN
american_scientific_journal-2332	130	17	and	and	CCONJ
american_scientific_journal-2332	130	18	macmahon	macmahon	PROPN
american_scientific_journal-2332	130	19	,	,	PUNCT
american_scientific_journal-2332	130	20	h.	h.	PROPN
american_scientific_journal-2332	130	21	“	"	PUNCT
american_scientific_journal-2332	130	22	lung	lung	NOUN
american_scientific_journal-2332	130	23	cancers	cancer	NOUN
american_scientific_journal-2332	130	24	missed	miss	VERB
american_scientific_journal-2332	130	25	on	on	ADP
american_scientific_journal-2332	130	26	chest	chest	NOUN
american_scientific_journal-2332	130	27	radiographs	radiograph	NOUN
american_scientific_journal-2332	130	28	:	:	PUNCT
american_scientific_journal-2332	130	29	results	result	NOUN
american_scientific_journal-2332	130	30	obtained	obtain	VERB
american_scientific_journal-2332	130	31	with	with	ADP
american_scientific_journal-2332	130	32	a	a	DET
american_scientific_journal-2332	130	33	commercial	commercial	ADJ
american_scientific_journal-2332	130	34	computer	computer	NOUN
american_scientific_journal-2332	130	35	-	-	PUNCT
american_scientific_journal-2332	130	36	aided	aid	VERB
american_scientific_journal-2332	130	37	detection	detection	NOUN
american_scientific_journal-2332	130	38	program	program	NOUN
american_scientific_journal-2332	130	39	”	"	PUNCT
american_scientific_journal-2332	130	40	1	1	NUM
american_scientific_journal-2332	130	41	.	.	PUNCT
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american_scientific_journal-2332	130	43	,	,	PUNCT
american_scientific_journal-2332	130	44	246(1	246(1	NUM
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american_scientific_journal-2332	130	46	,	,	PUNCT
american_scientific_journal-2332	130	47	pp.273	pp.273	PROPN
american_scientific_journal-2332	130	48	-	-	PUNCT
american_scientific_journal-2332	130	49	280	280	NUM
american_scientific_journal-2332	130	50	,	,	PUNCT
american_scientific_journal-2332	130	51	2008	2008	NUM
american_scientific_journal-2332	130	52	jan	jan	PROPN
american_scientific_journal-2332	130	53	.	.	PROPN
american_scientific_journal-2332	130	54	american	american	PROPN
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american_scientific_journal-2332	130	56	research	research	PROPN
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american_scientific_journal-2332	130	58	for	for	ADP
american_scientific_journal-2332	130	59	engineering	engineering	NOUN
american_scientific_journal-2332	130	60	,	,	PUNCT
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american_scientific_journal-2332	130	62	,	,	PUNCT
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american_scientific_journal-2332	130	64	sciences	science	NOUN
american_scientific_journal-2332	130	65	(	(	PUNCT
american_scientific_journal-2332	130	66	asrjets	asrjet	NOUN
american_scientific_journal-2332	130	67	)	)	PUNCT
american_scientific_journal-2332	130	68	(	(	PUNCT
american_scientific_journal-2332	130	69	2016	2016	NUM
american_scientific_journal-2332	130	70	)	)	PUNCT
american_scientific_journal-2332	130	71	volume	volume	NOUN
american_scientific_journal-2332	130	72	26	26	NUM
american_scientific_journal-2332	130	73	,	,	PUNCT
american_scientific_journal-2332	130	74	no	no	DET
american_scientific_journal-2332	130	75	3	3	NUM
american_scientific_journal-2332	130	76	,	,	PUNCT
american_scientific_journal-2332	130	77	pp	pp	ADV
american_scientific_journal-2332	130	78	254	254	NUM
american_scientific_journal-2332	130	79	-	-	SYM
american_scientific_journal-2332	130	80	265	265	NUM
american_scientific_journal-2332	130	81	264	264	NUM
american_scientific_journal-2332	130	82	[	[	X
american_scientific_journal-2332	130	83	4	4	NUM
american_scientific_journal-2332	130	84	]	]	PUNCT
american_scientific_journal-2332	130	85	endo	endo	NOUN
american_scientific_journal-2332	130	86	,	,	PUNCT
american_scientific_journal-2332	130	87	m	m	PROPN
american_scientific_journal-2332	130	88	,	,	PUNCT
american_scientific_journal-2332	130	89	aramaki	aramaki	NOUN
american_scientific_journal-2332	130	90	,	,	PUNCT
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american_scientific_journal-2332	130	92	,	,	PUNCT
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american_scientific_journal-2332	130	94	,	,	PUNCT
american_scientific_journal-2332	130	95	k.	k.	PROPN
american_scientific_journal-2332	130	96	,	,	PUNCT
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american_scientific_journal-2332	130	98	,	,	PUNCT
american_scientific_journal-2332	130	99	m.	m.	NOUN
american_scientific_journal-2332	130	100	,	,	PUNCT
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american_scientific_journal-2332	130	102	,	,	PUNCT
american_scientific_journal-2332	130	103	m.	m.	NOUN
american_scientific_journal-2332	130	104	,	,	PUNCT
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american_scientific_journal-2332	130	106	,	,	PUNCT
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american_scientific_journal-2332	130	108	,	,	PUNCT
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american_scientific_journal-2332	130	110	,	,	PUNCT
american_scientific_journal-2332	130	111	et	et	PROPN
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american_scientific_journal-2332	130	117	-	-	PUNCT
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american_scientific_journal-2332	130	121	chest	chest	NOUN
american_scientific_journal-2332	130	122	computed	compute	VERB
american_scientific_journal-2332	130	123	tomography	tomography	NOUN
american_scientific_journal-2332	130	124	for	for	ADP
american_scientific_journal-2332	130	125	a	a	DET
american_scientific_journal-2332	130	126	solitary	solitary	ADJ
american_scientific_journal-2332	130	127	pulmonary	pulmonary	ADJ
american_scientific_journal-2332	130	128	nodule	nodule	NOUN
american_scientific_journal-2332	130	129	:	:	PUNCT
american_scientific_journal-2332	130	130	method	method	NOUN
american_scientific_journal-2332	130	131	and	and	CCONJ
american_scientific_journal-2332	130	132	preliminary	preliminary	ADJ
american_scientific_journal-2332	130	133	experiments”.international	experiments”.international	PROPN
american_scientific_journal-2332	130	134	journal	journal	NOUN
american_scientific_journal-2332	130	135	of	of	ADP
american_scientific_journal-2332	130	136	computer	computer	NOUN
american_scientific_journal-2332	130	137	assisted	assist	VERB
american_scientific_journal-2332	130	138	radiology	radiology	NOUN
american_scientific_journal-2332	130	139	and	and	CCONJ
american_scientific_journal-2332	130	140	surgery	surgery	NOUN
american_scientific_journal-2332	130	141	,	,	PUNCT
american_scientific_journal-2332	130	142	7(2	7(2	NUM
american_scientific_journal-2332	130	143	)	)	PUNCT
american_scientific_journal-2332	130	144	,	,	PUNCT
american_scientific_journal-2332	130	145	pp.331	pp.331	PROPN
american_scientific_journal-2332	130	146	-	-	PUNCT
american_scientific_journal-2332	130	147	338	338	NUM
american_scientific_journal-2332	130	148	.	.	PUNCT
american_scientific_journal-2332	131	1	2012	2012	NUM
american_scientific_journal-2332	131	2	mar	mar	PROPN
american_scientific_journal-2332	131	3	1	1	NUM
american_scientific_journal-2332	131	4	.	.	PUNCT
american_scientific_journal-2332	132	1	[	[	X
american_scientific_journal-2332	132	2	5	5	NUM
american_scientific_journal-2332	132	3	]	]	PUNCT
american_scientific_journal-2332	132	4	the	the	DET
american_scientific_journal-2332	132	5	dicom	dicom	NOUN
american_scientific_journal-2332	132	6	standards	standard	NOUN
american_scientific_journal-2332	132	7	committee.dicom	committee.dicom	X
american_scientific_journal-2332	132	8	homepage	homepage	NOUN
american_scientific_journal-2332	132	9	http://medical.nema.org/,september	http://medical.nema.org/,september	PROPN
american_scientific_journal-2332	132	10	2004	2004	NUM
american_scientific_journal-2332	132	11	.	.	PUNCT
american_scientific_journal-2332	133	1	[	[	X
american_scientific_journal-2332	133	2	6	6	NUM
american_scientific_journal-2332	133	3	]	]	X
american_scientific_journal-2332	133	4	disha	disha	PROPN
american_scientific_journal-2332	133	5	sharma	sharma	PROPN
american_scientific_journal-2332	133	6	,	,	PUNCT
american_scientific_journal-2332	133	7	gagandeep	gagandeep	NOUN
american_scientific_journal-2332	133	8	jindal,”computer	jindal,”computer	NOUN
american_scientific_journal-2332	133	9	aided	aid	VERB
american_scientific_journal-2332	133	10	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	133	11	system	system	NOUN
american_scientific_journal-2332	133	12	for	for	ADP
american_scientific_journal-2332	133	13	detection	detection	NOUN
american_scientific_journal-2332	133	14	of	of	ADP
american_scientific_journal-2332	133	15	lung	lung	NOUN
american_scientific_journal-2332	133	16	cancer	cancer	NOUN
american_scientific_journal-2332	133	17	in	in	ADP
american_scientific_journal-2332	133	18	ct	ct	PROPN
american_scientific_journal-2332	133	19	scan	scan	PROPN
american_scientific_journal-2332	133	20	images”,international	images”,international	PROPN
american_scientific_journal-2332	133	21	journal	journal	PROPN
american_scientific_journal-2332	133	22	of	of	ADP
american_scientific_journal-2332	133	23	computer	computer	NOUN
american_scientific_journal-2332	133	24	and	and	CCONJ
american_scientific_journal-2332	133	25	electrical	electrical	ADJ
american_scientific_journal-2332	133	26	engineering	engineering	NOUN
american_scientific_journal-2332	133	27	,	,	PUNCT
american_scientific_journal-2332	133	28	vol.3,no.5	vol.3,no.5	PROPN
american_scientific_journal-2332	133	29	,	,	PUNCT
american_scientific_journal-2332	133	30	p.714.october	p.714.october	PROPN
american_scientific_journal-2332	133	31	2011	2011	NUM
american_scientific_journal-2332	134	1	[	[	X
american_scientific_journal-2332	134	2	7	7	NUM
american_scientific_journal-2332	134	3	]	]	PUNCT
american_scientific_journal-2332	134	4	penedo.m.g	penedo.m.g	PROPN
american_scientific_journal-2332	134	5	,	,	PUNCT
american_scientific_journal-2332	134	6	carreira.m.j	carreira.m.j	NOUN
american_scientific_journal-2332	134	7	,	,	PUNCT
american_scientific_journal-2332	134	8	mosquera.a	mosquera.a	NOUN
american_scientific_journal-2332	134	9	and	and	CCONJ
american_scientific_journal-2332	134	10	cabello.d,”computer	cabello.d,”computer	NOUN
american_scientific_journal-2332	134	11	-	-	PUNCT
american_scientific_journal-2332	134	12	aided	aid	VERB
american_scientific_journal-2332	134	13	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	134	14	:	:	PUNCT
american_scientific_journal-2332	134	15	a	a	DET
american_scientific_journal-2332	134	16	neuralnetworkbased	neuralnetworkbase	VERB
american_scientific_journal-2332	134	17	approach	approach	NOUN
american_scientific_journal-2332	134	18	to	to	ADP
american_scientific_journal-2332	134	19	lung	lung	NOUN
american_scientific_journal-2332	134	20	nodule	nodule	NOUN
american_scientific_journal-2332	134	21	detection”,ieee	detection”,ieee	NOUN
american_scientific_journal-2332	134	22	transactions	transaction	NOUN
american_scientific_journal-2332	134	23	on	on	ADP
american_scientific_journal-2332	134	24	medical	medical	ADJ
american_scientific_journal-2332	134	25	imaging	imaging	NOUN
american_scientific_journal-2332	134	26	,	,	PUNCT
american_scientific_journal-2332	134	27	vol:17,pp:872880,1998	vol:17,pp:872880,1998	PROPN
american_scientific_journal-2332	135	1	[	[	X
american_scientific_journal-2332	135	2	8	8	NUM
american_scientific_journal-2332	135	3	]	]	PUNCT
american_scientific_journal-2332	135	4	mr.vijay	mr.vijay	NOUN
american_scientific_journal-2332	135	5	a.gajdhane	a.gajdhane	NOUN
american_scientific_journal-2332	135	6	,	,	PUNCT
american_scientific_journal-2332	135	7	prof.deshpande	prof.deshpande	ADJ
american_scientific_journal-2332	135	8	l.m,”detection	l.m,”detection	NOUN
american_scientific_journal-2332	135	9	of	of	ADP
american_scientific_journal-2332	135	10	lung	lung	NOUN
american_scientific_journal-2332	135	11	cncer	cncer	PROPN
american_scientific_journal-2332	135	12	nodule	nodule	NOUN
american_scientific_journal-2332	135	13	on	on	ADP
american_scientific_journal-2332	135	14	computer	computer	NOUN
american_scientific_journal-2332	135	15	tomography	tomography	NOUN
american_scientific_journal-2332	135	16	images	image	NOUN
american_scientific_journal-2332	135	17	by	by	ADP
american_scientific_journal-2332	135	18	using	use	VERB
american_scientific_journal-2332	135	19	image	image	NOUN
american_scientific_journal-2332	135	20	processing	processing	NOUN
american_scientific_journal-2332	135	21	”	"	PUNCT
american_scientific_journal-2332	135	22	.	.	PUNCT
american_scientific_journal-2332	136	1	[	[	X
american_scientific_journal-2332	136	2	9	9	NUM
american_scientific_journal-2332	136	3	]	]	X
american_scientific_journal-2332	136	4	national	national	ADJ
american_scientific_journal-2332	136	5	cancer	cancer	NOUN
american_scientific_journal-2332	136	6	institute.retrieved	institute.retrieve	VERB
american_scientific_journal-2332	136	7	14	14	NUM
american_scientific_journal-2332	136	8	january,2015,from	january,2015,from	NUM
american_scientific_journal-2332	136	9	http://www.cancer.gov/about-cancer/what-iscancer/statistics	http://www.cancer.gov/about-cancer/what-iscancer/statistic	NOUN
american_scientific_journal-2332	136	10	.	.	PUNCT
american_scientific_journal-2332	137	1	[	[	X
american_scientific_journal-2332	137	2	10	10	NUM
american_scientific_journal-2332	137	3	]	]	X
american_scientific_journal-2332	137	4	kausar	kausar	NOUN
american_scientific_journal-2332	137	5	,	,	PUNCT
american_scientific_journal-2332	137	6	n.	n.	NOUN
american_scientific_journal-2332	137	7	,	,	PUNCT
american_scientific_journal-2332	137	8	samir	samir	PROPN
american_scientific_journal-2332	137	9	,	,	PUNCT
american_scientific_journal-2332	137	10	b.b	b.b	PROPN
american_scientific_journal-2332	137	11	.	.	PROPN
american_scientific_journal-2332	137	12	and	and	CCONJ
american_scientific_journal-2332	137	13	kuleev	kuleev	PROPN
american_scientific_journal-2332	137	14	,	,	PUNCT
american_scientific_journal-2332	137	15	r.	r.	PROPN
american_scientific_journal-2332	137	16	“	"	PUNCT
american_scientific_journal-2332	137	17	lung	lung	NOUN
american_scientific_journal-2332	137	18	cancer	cancer	NOUN
american_scientific_journal-2332	137	19	detection	detection	NOUN
american_scientific_journal-2332	137	20	using	use	VERB
american_scientific_journal-2332	137	21	supervised	supervised	ADJ
american_scientific_journal-2332	137	22	classification	classification	NOUN
american_scientific_journal-2332	137	23	with	with	ADP
american_scientific_journal-2332	137	24	cluster	cluster	NOUN
american_scientific_journal-2332	137	25	variability	variability	NOUN
american_scientific_journal-2332	137	26	on	on	ADP
american_scientific_journal-2332	137	27	radiographs	radiograph	NOUN
american_scientific_journal-2332	137	28	data	datum	NOUN
american_scientific_journal-2332	137	29	”	"	PUNCT
american_scientific_journal-2332	137	30	.	.	PUNCT
american_scientific_journal-2332	138	1	women	woman	NOUN
american_scientific_journal-2332	138	2	,	,	PUNCT
american_scientific_journal-2332	138	3	25	25	NUM
american_scientific_journal-2332	138	4	,	,	PUNCT
american_scientific_journal-2332	138	5	pp.19	pp.19	NOUN
american_scientific_journal-2332	138	6	-	-	PUNCT
american_scientific_journal-2332	138	7	04.2006	04.2006	NUM
american_scientific_journal-2332	138	8	[	[	X
american_scientific_journal-2332	138	9	11	11	NUM
american_scientific_journal-2332	138	10	]	]	X
american_scientific_journal-2332	138	11	adam	adam	PROPN
american_scientific_journal-2332	138	12	,	,	PUNCT
american_scientific_journal-2332	138	13	b.	b.	PROPN
american_scientific_journal-2332	138	14	,	,	PUNCT
american_scientific_journal-2332	138	15	jerzy	jerzy	PROPN
american_scientific_journal-2332	138	16	,	,	PUNCT
american_scientific_journal-2332	138	17	z.	z.	PROPN
american_scientific_journal-2332	138	18	,	,	PUNCT
american_scientific_journal-2332	138	19	jerzy	jerzy	PROPN
american_scientific_journal-2332	138	20	,	,	PUNCT
american_scientific_journal-2332	138	21	k.	k.	PROPN
american_scientific_journal-2332	138	22	and	and	CCONJ
american_scientific_journal-2332	138	23	roman	roman	PROPN
american_scientific_journal-2332	138	24	,	,	PUNCT
american_scientific_journal-2332	138	25	k.	k.	PROPN
american_scientific_journal-2332	138	26	a	a	DET
american_scientific_journal-2332	138	27	“	"	PUNCT
american_scientific_journal-2332	138	28	principal	principal	ADJ
american_scientific_journal-2332	138	29	component	component	NOUN
american_scientific_journal-2332	138	30	analysis	analysis	NOUN
american_scientific_journal-2332	138	31	of	of	ADP
american_scientific_journal-2332	138	32	patients	patient	NOUN
american_scientific_journal-2332	138	33	,	,	PUNCT
american_scientific_journal-2332	138	34	disease	disease	NOUN
american_scientific_journal-2332	138	35	and	and	CCONJ
american_scientific_journal-2332	138	36	treatment	treatment	NOUN
american_scientific_journal-2332	138	37	variables	variable	NOUN
american_scientific_journal-2332	138	38	:	:	PUNCT
american_scientific_journal-2332	138	39	a	a	DET
american_scientific_journal-2332	138	40	new	new	ADJ
american_scientific_journal-2332	138	41	prognostic	prognostic	ADJ
american_scientific_journal-2332	138	42	tool	tool	NOUN
american_scientific_journal-2332	138	43	in	in	ADP
american_scientific_journal-2332	138	44	breast	breast	NOUN
american_scientific_journal-2332	138	45	cancer	cancer	NOUN
american_scientific_journal-2332	138	46	after	after	ADP
american_scientific_journal-2332	138	47	mastectomy	mastectomy	NOUN
american_scientific_journal-2332	138	48	”	"	PUNCT
american_scientific_journal-2332	138	49	.	.	PUNCT
american_scientific_journal-2332	139	1	reports	report	NOUN
american_scientific_journal-2332	139	2	of	of	ADP
american_scientific_journal-2332	139	3	practical	practical	ADJ
american_scientific_journal-2332	139	4	oncology	oncology	NOUN
american_scientific_journal-2332	139	5	&	&	CCONJ
american_scientific_journal-2332	139	6	radiotherapy	radiotherapy	PROPN
american_scientific_journal-2332	139	7	,	,	PUNCT
american_scientific_journal-2332	139	8	5(3	5(3	NUM
american_scientific_journal-2332	139	9	)	)	PUNCT
american_scientific_journal-2332	139	10	,	,	PUNCT
american_scientific_journal-2332	139	11	pp.83	pp.83	PROPN
american_scientific_journal-2332	139	12	-	-	SYM
american_scientific_journal-2332	139	13	89	89	NUM
american_scientific_journal-2332	139	14	.	.	PUNCT
american_scientific_journal-2332	139	15	2000	2000	NUM
american_scientific_journal-2332	139	16	nov	nov	NOUN
american_scientific_journal-2332	139	17	.	.	PUNCT
american_scientific_journal-2332	140	1	[	[	X
american_scientific_journal-2332	140	2	12	12	NUM
american_scientific_journal-2332	140	3	]	]	X
american_scientific_journal-2332	140	4	floyd	floyd	PROPN
american_scientific_journal-2332	140	5	,	,	PUNCT
american_scientific_journal-2332	140	6	c.e	c.e	PROPN
american_scientific_journal-2332	140	7	.	.	PROPN
american_scientific_journal-2332	140	8	,	,	PUNCT
american_scientific_journal-2332	140	9	lo	lo	PROPN
american_scientific_journal-2332	140	10	,	,	PUNCT
american_scientific_journal-2332	140	11	j.y	j.y	PROPN
american_scientific_journal-2332	140	12	.	.	PROPN
american_scientific_journal-2332	140	13	,	,	PUNCT
american_scientific_journal-2332	140	14	yun	yun	PROPN
american_scientific_journal-2332	140	15	,	,	PUNCT
american_scientific_journal-2332	140	16	a.j	a.j	PROPN
american_scientific_journal-2332	140	17	.	.	PROPN
american_scientific_journal-2332	140	18	,	,	PUNCT
american_scientific_journal-2332	140	19	sullivan	sullivan	PROPN
american_scientific_journal-2332	140	20	,	,	PUNCT
american_scientific_journal-2332	140	21	d.c	d.c	PROPN
american_scientific_journal-2332	140	22	.	.	PROPN
american_scientific_journal-2332	140	23	and	and	CCONJ
american_scientific_journal-2332	140	24	kornguth	kornguth	PROPN
american_scientific_journal-2332	140	25	,	,	PUNCT
american_scientific_journal-2332	140	26	p.j	p.j	PROPN
american_scientific_journal-2332	140	27	.	.	PUNCT
american_scientific_journal-2332	140	28	“	"	PUNCT
american_scientific_journal-2332	140	29	prediction	prediction	NOUN
american_scientific_journal-2332	140	30	of	of	ADP
american_scientific_journal-2332	140	31	breast	breast	NOUN
american_scientific_journal-2332	140	32	cancer	cancer	NOUN
american_scientific_journal-2332	140	33	malignancy	malignancy	NOUN
american_scientific_journal-2332	140	34	using	use	VERB
american_scientific_journal-2332	140	35	an	an	DET
american_scientific_journal-2332	140	36	artificial	artificial	ADJ
american_scientific_journal-2332	140	37	neural	neural	ADJ
american_scientific_journal-2332	140	38	network”.cancer	network”.cancer	NOUN
american_scientific_journal-2332	140	39	,	,	PUNCT
american_scientific_journal-2332	140	40	74(11	74(11	NUM
american_scientific_journal-2332	140	41	)	)	PUNCT
american_scientific_journal-2332	140	42	,	,	PUNCT
american_scientific_journal-2332	140	43	pp.2944	pp.2944	PROPN
american_scientific_journal-2332	140	44	-	-	PUNCT
american_scientific_journal-2332	140	45	2948	2948	NUM
american_scientific_journal-2332	140	46	.	.	PUNCT
american_scientific_journal-2332	141	1	1994	1994	NUM
american_scientific_journal-2332	141	2	dec	dec	PROPN
american_scientific_journal-2332	141	3	.	.	PUNCT
american_scientific_journal-2332	142	1	[	[	X
american_scientific_journal-2332	142	2	13	13	NUM
american_scientific_journal-2332	142	3	]	]	X
american_scientific_journal-2332	142	4	cox	cox	PROPN
american_scientific_journal-2332	142	5	,	,	PUNCT
american_scientific_journal-2332	142	6	g.	g.	PROPN
american_scientific_journal-2332	142	7	s.	s.	PROPN
american_scientific_journal-2332	142	8	,	,	PUNCT
american_scientific_journal-2332	142	9	f.	f.	PROPN
american_scientific_journal-2332	142	10	j.	j.	PROPN
american_scientific_journal-2332	142	11	hoare	hoare	PROPN
american_scientific_journal-2332	142	12	,	,	PUNCT
american_scientific_journal-2332	142	13	and	and	CCONJ
american_scientific_journal-2332	142	14	g.	g.	PROPN
american_scientific_journal-2332	142	15	de	de	X
american_scientific_journal-2332	142	16	jager	jager	PROPN
american_scientific_journal-2332	142	17	.	.	PUNCT
american_scientific_journal-2332	143	1	"	"	PUNCT
american_scientific_journal-2332	143	2	experiments	experiment	NOUN
american_scientific_journal-2332	143	3	in	in	ADP
american_scientific_journal-2332	143	4	lung	lung	NOUN
american_scientific_journal-2332	143	5	cancer	cancer	NOUN
american_scientific_journal-2332	143	6	nodule	nodule	NOUN
american_scientific_journal-2332	143	7	detection	detection	NOUN
american_scientific_journal-2332	143	8	using	use	VERB
american_scientific_journal-2332	143	9	texture	texture	ADJ
american_scientific_journal-2332	143	10	analysis	analysis	NOUN
american_scientific_journal-2332	143	11	and	and	CCONJ
american_scientific_journal-2332	143	12	neural	neural	ADJ
american_scientific_journal-2332	143	13	network	network	NOUN
american_scientific_journal-2332	143	14	classifiers	classifier	NOUN
american_scientific_journal-2332	143	15	.	.	PUNCT
american_scientific_journal-2332	143	16	"	"	PUNCT
american_scientific_journal-2332	144	1	inthird	inthird	PROPN
american_scientific_journal-2332	144	2	south	south	ADJ
american_scientific_journal-2332	144	3	african	african	ADJ
american_scientific_journal-2332	144	4	workshop	workshop	NOUN
american_scientific_journal-2332	144	5	on	on	ADP
american_scientific_journal-2332	144	6	pattern	pattern	NOUN
american_scientific_journal-2332	144	7	recognition	recognition	NOUN
american_scientific_journal-2332	144	8	,	,	PUNCT
american_scientific_journal-2332	144	9	vol	vol	NOUN
american_scientific_journal-2332	144	10	.	.	PROPN
american_scientific_journal-2332	144	11	31	31	NUM
american_scientific_journal-2332	144	12	.	.	SYM
american_scientific_journal-2332	144	13	1992	1992	NUM
american_scientific_journal-2332	144	14	.	.	PUNCT
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american_scientific_journal-2332	145	2	14	14	NUM
american_scientific_journal-2332	145	3	]	]	X
american_scientific_journal-2332	145	4	m.g.penedo	m.g.penedo	PROPN
american_scientific_journal-2332	145	5	,	,	PUNCT
american_scientific_journal-2332	145	6	m.j.carreira	m.j.carreira	INTJ
american_scientific_journal-2332	145	7	,	,	PUNCT
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american_scientific_journal-2332	145	9	and	and	CCONJ
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american_scientific_journal-2332	145	11	aided	aid	VERB
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american_scientific_journal-2332	145	13	:	:	PUNCT
american_scientific_journal-2332	145	14	a	a	DET
american_scientific_journal-2332	145	15	neural	neural	ADJ
american_scientific_journal-2332	145	16	network	network	NOUN
american_scientific_journal-2332	145	17	based	base	VERB
american_scientific_journal-2332	145	18	approach	approach	NOUN
american_scientific_journal-2332	145	19	to	to	ADP
american_scientific_journal-2332	145	20	lung	lung	NOUN
american_scientific_journal-2332	145	21	nodule	nodule	NOUN
american_scientific_journal-2332	145	22	detection”,ieee	detection”,ieee	PROPN
american_scientific_journal-2332	145	23	trans.on	trans.on	ADP
american_scientific_journal-2332	145	24	medical	medical	ADJ
american_scientific_journal-2332	145	25	imaging	imaging	NOUN
american_scientific_journal-2332	145	26	,	,	PUNCT
american_scientific_journal-2332	145	27	vol.17,n6.pp.872880,1998	vol.17,n6.pp.872880,1998	ADJ
american_scientific_journal-2332	145	28	.	.	PUNCT
american_scientific_journal-2332	146	1	[	[	X
american_scientific_journal-2332	146	2	15	15	NUM
american_scientific_journal-2332	146	3	]	]	X
american_scientific_journal-2332	146	4	anirudh	anirudh	NOUN
american_scientific_journal-2332	146	5	,	,	PUNCT
american_scientific_journal-2332	146	6	rushil	rushil	NOUN
american_scientific_journal-2332	146	7	,	,	PUNCT
american_scientific_journal-2332	146	8	jayaraman	jayaraman	PROPN
american_scientific_journal-2332	146	9	j.	j.	PROPN
american_scientific_journal-2332	146	10	thiagarajan	thiagarajan	PROPN
american_scientific_journal-2332	146	11	,	,	PUNCT
american_scientific_journal-2332	146	12	timo	timo	PROPN
american_scientific_journal-2332	146	13	bremer	bremer	NOUN
american_scientific_journal-2332	146	14	,	,	PUNCT
american_scientific_journal-2332	146	15	and	and	CCONJ
american_scientific_journal-2332	146	16	hyojin	hyojin	VERB
american_scientific_journal-2332	146	17	kim	kim	PROPN
american_scientific_journal-2332	146	18	.	.	PUNCT
american_scientific_journal-2332	147	1	"	"	PUNCT
american_scientific_journal-2332	147	2	lung	lung	NOUN
american_scientific_journal-2332	147	3	nodule	nodule	NOUN
american_scientific_journal-2332	147	4	detection	detection	NOUN
american_scientific_journal-2332	147	5	using	use	VERB
american_scientific_journal-2332	147	6	3d	3d	NUM
american_scientific_journal-2332	147	7	convolutional	convolutional	ADJ
american_scientific_journal-2332	147	8	neural	neural	ADJ
american_scientific_journal-2332	147	9	networks	network	NOUN
american_scientific_journal-2332	147	10	trained	train	VERB
american_scientific_journal-2332	147	11	on	on	ADP
american_scientific_journal-2332	147	12	weakly	weakly	ADJ
american_scientific_journal-2332	147	13	labeled	label	VERB
american_scientific_journal-2332	147	14	data	datum	NOUN
american_scientific_journal-2332	147	15	.	.	PUNCT
american_scientific_journal-2332	147	16	"	"	PUNCT
american_scientific_journal-2332	148	1	in	in	ADP
american_scientific_journal-2332	148	2	spie	spie	ADJ
american_scientific_journal-2332	148	3	medical	medical	ADJ
american_scientific_journal-2332	148	4	imaging	imaging	NOUN
american_scientific_journal-2332	148	5	,	,	PUNCT
american_scientific_journal-2332	148	6	pp	pp	ADP
american_scientific_journal-2332	148	7	.	.	PUNCT
american_scientific_journal-2332	148	8	http://medical.nema.org/,september	http://medical.nema.org/,september	PROPN
american_scientific_journal-2332	148	9	http://www.cancer.gov/about-cancer/what-is-cancer/statistics	http://www.cancer.gov/about-cancer/what-is-cancer/statistic	NOUN
american_scientific_journal-2332	148	10	http://www.cancer.gov/about-cancer/what-is-cancer/statistics	http://www.cancer.gov/about-cancer/what-is-cancer/statistic	VERB
american_scientific_journal-2332	148	11	american	american	PROPN
american_scientific_journal-2332	148	12	scientific	scientific	ADJ
american_scientific_journal-2332	148	13	research	research	PROPN
american_scientific_journal-2332	148	14	journal	journal	NOUN
american_scientific_journal-2332	148	15	for	for	ADP
american_scientific_journal-2332	148	16	engineering	engineering	NOUN
american_scientific_journal-2332	148	17	,	,	PUNCT
american_scientific_journal-2332	148	18	technology	technology	NOUN
american_scientific_journal-2332	148	19	,	,	PUNCT
american_scientific_journal-2332	148	20	and	and	CCONJ
american_scientific_journal-2332	148	21	sciences	science	NOUN
american_scientific_journal-2332	148	22	(	(	PUNCT
american_scientific_journal-2332	148	23	asrjets	asrjet	NOUN
american_scientific_journal-2332	148	24	)	)	PUNCT
american_scientific_journal-2332	148	25	(	(	PUNCT
american_scientific_journal-2332	148	26	2016	2016	NUM
american_scientific_journal-2332	148	27	)	)	PUNCT
american_scientific_journal-2332	148	28	volume	volume	NOUN
american_scientific_journal-2332	148	29	26	26	NUM
american_scientific_journal-2332	148	30	,	,	PUNCT
american_scientific_journal-2332	148	31	no	no	DET
american_scientific_journal-2332	148	32	3	3	NUM
american_scientific_journal-2332	148	33	,	,	PUNCT
american_scientific_journal-2332	148	34	pp	pp	ADV
american_scientific_journal-2332	148	35	254	254	NUM
american_scientific_journal-2332	148	36	-	-	SYM
american_scientific_journal-2332	148	37	265	265	NUM
american_scientific_journal-2332	148	38	265	265	NUM
american_scientific_journal-2332	148	39	978532	978532	NUM
american_scientific_journal-2332	148	40	-	-	SYM
american_scientific_journal-2332	148	41	978532	978532	NUM
american_scientific_journal-2332	148	42	.	.	PUNCT
american_scientific_journal-2332	149	1	international	international	ADJ
american_scientific_journal-2332	149	2	society	society	NOUN
american_scientific_journal-2332	149	3	for	for	ADP
american_scientific_journal-2332	149	4	optics	optic	NOUN
american_scientific_journal-2332	149	5	and	and	CCONJ
american_scientific_journal-2332	149	6	photonics	photonic	NOUN
american_scientific_journal-2332	149	7	,	,	PUNCT
american_scientific_journal-2332	149	8	2016	2016	NUM
american_scientific_journal-2332	149	9	.	.	PUNCT
american_scientific_journal-2332	150	1	[	[	X
american_scientific_journal-2332	150	2	16	16	NUM
american_scientific_journal-2332	150	3	]	]	X
american_scientific_journal-2332	150	4	stefan	stefan	PROPN
american_scientific_journal-2332	150	5	diederich	diederich	PROPN
american_scientific_journal-2332	150	6	et	et	PROPN
american_scientific_journal-2332	150	7	al	al	PROPN
american_scientific_journal-2332	150	8	.	.	PROPN
american_scientific_journal-2332	150	9	,”screening	,”screene	VERB
american_scientific_journal-2332	150	10	for	for	ADP
american_scientific_journal-2332	150	11	early	early	ADJ
american_scientific_journal-2332	150	12	lung	lung	NOUN
american_scientific_journal-2332	150	13	cancer	cancer	NOUN
american_scientific_journal-2332	150	14	with	with	ADP
american_scientific_journal-2332	150	15	low	low	ADJ
american_scientific_journal-2332	150	16	-	-	PUNCT
american_scientific_journal-2332	150	17	dose	dose	NOUN
american_scientific_journal-2332	150	18	spiral	spiral	NOUN
american_scientific_journal-2332	150	19	ct	ct	PROPN
american_scientific_journal-2332	150	20	:	:	PUNCT
american_scientific_journal-2332	150	21	prevalence	prevalence	NOUN
american_scientific_journal-2332	150	22	in	in	ADP
american_scientific_journal-2332	150	23	817	817	NUM
american_scientific_journal-2332	150	24	asymptomatic	asymptomatic	ADJ
american_scientific_journal-2332	150	25	smokers”,radiology	smokers”,radiology	NOUN
american_scientific_journal-2332	150	26	,	,	PUNCT
american_scientific_journal-2332	150	27	vol.222,no.3,pp.773	vol.222,no.3,pp.773	PROPN
american_scientific_journal-2332	150	28	-	-	PUNCT
american_scientific_journal-2332	150	29	781,2002	781,2002	NOUN
american_scientific_journal-2332	150	30	.	.	PUNCT
american_scientific_journal-2332	151	1	[	[	X
american_scientific_journal-2332	151	2	17	17	NUM
american_scientific_journal-2332	151	3	]	]	PUNCT
american_scientific_journal-2332	151	4	ashis	ashis	PROPN
american_scientific_journal-2332	151	5	kumar	kumar	PROPN
american_scientific_journal-2332	151	6	dhara	dhara	PROPN
american_scientific_journal-2332	151	7	,	,	PUNCT
american_scientific_journal-2332	151	8	chanukya	chanukya	PROPN
american_scientific_journal-2332	151	9	krishna	krishna	PROPN
american_scientific_journal-2332	151	10	chama	chama	NOUN
american_scientific_journal-2332	151	11	and	and	CCONJ
american_scientific_journal-2332	151	12	sudipta	sudipta	NOUN
american_scientific_journal-2332	151	13	mukhopadhyay,”content	mukhopadhyay,”content	NOUN
american_scientific_journal-2332	151	14	-	-	PUNCT
american_scientific_journal-2332	151	15	based	base	VERB
american_scientific_journal-2332	151	16	image	image	NOUN
american_scientific_journal-2332	151	17	retrieval	retrieval	NOUN
american_scientific_journal-2332	151	18	system	system	NOUN
american_scientific_journal-2332	151	19	for	for	ADP
american_scientific_journal-2332	151	20	differential	differential	ADJ
american_scientific_journal-2332	151	21	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	151	22	of	of	ADP
american_scientific_journal-2332	151	23	lung	lung	NOUN
american_scientific_journal-2332	151	24	cancer	cancer	NOUN
american_scientific_journal-2332	151	25	”	"	PUNCT
american_scientific_journal-2332	151	26	.	.	PUNCT
american_scientific_journal-2332	152	1	[	[	X
american_scientific_journal-2332	152	2	18	18	NUM
american_scientific_journal-2332	152	3	]	]	X
american_scientific_journal-2332	152	4	zhou	zhou	X
american_scientific_journal-2332	152	5	,	,	PUNCT
american_scientific_journal-2332	152	6	z.h	z.h	PROPN
american_scientific_journal-2332	152	7	.	.	PROPN
american_scientific_journal-2332	152	8	,	,	PUNCT
american_scientific_journal-2332	152	9	jiang	jiang	PROPN
american_scientific_journal-2332	152	10	,	,	PUNCT
american_scientific_journal-2332	152	11	y.	y.	PROPN
american_scientific_journal-2332	152	12	,	,	PUNCT
american_scientific_journal-2332	152	13	yang	yang	PROPN
american_scientific_journal-2332	152	14	,	,	PUNCT
american_scientific_journal-2332	152	15	y.b	y.b	PROPN
american_scientific_journal-2332	152	16	.	.	PROPN
american_scientific_journal-2332	152	17	and	and	CCONJ
american_scientific_journal-2332	152	18	chen	chen	PROPN
american_scientific_journal-2332	152	19	,	,	PUNCT
american_scientific_journal-2332	152	20	s.f	s.f	PROPN
american_scientific_journal-2332	152	21	.	.	PUNCT
american_scientific_journal-2332	153	1	“	"	PUNCT
american_scientific_journal-2332	153	2	lung	lung	NOUN
american_scientific_journal-2332	153	3	cancer	cancer	NOUN
american_scientific_journal-2332	153	4	cell	cell	NOUN
american_scientific_journal-2332	153	5	identification	identification	NOUN
american_scientific_journal-2332	153	6	based	base	VERB
american_scientific_journal-2332	153	7	on	on	ADP
american_scientific_journal-2332	153	8	artificial	artificial	ADJ
american_scientific_journal-2332	153	9	neural	neural	ADJ
american_scientific_journal-2332	153	10	network	network	NOUN
american_scientific_journal-2332	153	11	ensembles	ensemble	NOUN
american_scientific_journal-2332	153	12	”	"	PUNCT
american_scientific_journal-2332	153	13	.	.	PUNCT
american_scientific_journal-2332	154	1	artificial	artificial	ADJ
american_scientific_journal-2332	154	2	intelligence	intelligence	NOUN
american_scientific_journal-2332	154	3	in	in	ADP
american_scientific_journal-2332	154	4	medicine	medicine	NOUN
american_scientific_journal-2332	154	5	,	,	PUNCT
american_scientific_journal-2332	154	6	24(1	24(1	NUM
american_scientific_journal-2332	154	7	)	)	PUNCT
american_scientific_journal-2332	154	8	,	,	PUNCT
american_scientific_journal-2332	154	9	pp.25	pp.25	PROPN
american_scientific_journal-2332	154	10	-	-	PUNCT
american_scientific_journal-2332	154	11	36	36	NUM
american_scientific_journal-2332	154	12	.	.	PUNCT
american_scientific_journal-2332	154	13	2002	2002	NUM
american_scientific_journal-2332	154	14	jan	jan	PROPN
american_scientific_journal-2332	154	15	31	31	NUM
american_scientific_journal-2332	154	16	.	.	PUNCT
american_scientific_journal-2332	155	1	[	[	X
american_scientific_journal-2332	155	2	19	19	NUM
american_scientific_journal-2332	155	3	]	]	SYM
american_scientific_journal-2332	155	4	m.gomathi	m.gomathi	NOUN
american_scientific_journal-2332	155	5	and	and	CCONJ
american_scientific_journal-2332	155	6	p.thangaraj,”computer	p.thangaraj,”computer	NOUN
american_scientific_journal-2332	155	7	aided	aid	VERB
american_scientific_journal-2332	155	8	medical	medical	ADJ
american_scientific_journal-2332	155	9	diagnosis	diagnosis	NOUN
american_scientific_journal-2332	155	10	system	system	NOUN
american_scientific_journal-2332	155	11	for	for	ADP
american_scientific_journal-2332	155	12	detection	detection	NOUN
american_scientific_journal-2332	155	13	of	of	ADP
american_scientific_journal-2332	155	14	lung	lung	NOUN
american_scientific_journal-2332	155	15	cancer	cancer	NOUN
american_scientific_journal-2332	155	16	nodule	nodule	NOUN
american_scientific_journal-2332	155	17	a	a	DET
american_scientific_journal-2332	155	18	survey,”the	survey,”the	PROPN
american_scientific_journal-2332	155	19	library	library	NOUN
american_scientific_journal-2332	155	20	,	,	PUNCT
american_scientific_journal-2332	155	21	pp.3	pp.3	PROPN
american_scientific_journal-2332	155	22	-	-	PUNCT
american_scientific_journal-2332	155	23	12,2012	12,2012	NUM
american_scientific_journal-2332	155	24	.	.	PUNCT
american_scientific_journal-2332	156	1	[	[	X
american_scientific_journal-2332	156	2	20	20	NUM
american_scientific_journal-2332	156	3	]	]	X
american_scientific_journal-2332	156	4	a.a.abdullah	a.a.abdullah	NOUN
american_scientific_journal-2332	156	5	and	and	CCONJ
american_scientific_journal-2332	156	6	s.m.shaharum,”lung	s.m.shaharum,”lung	ADJ
american_scientific_journal-2332	156	7	cancer	cancer	NOUN
american_scientific_journal-2332	156	8	cell	cell	NOUN
american_scientific_journal-2332	156	9	classification	classification	NOUN
american_scientific_journal-2332	156	10	method	method	NOUN
american_scientific_journal-2332	156	11	using	use	VERB
american_scientific_journal-2332	156	12	artificial	artificial	ADJ
american_scientific_journal-2332	156	13	neural	neural	ADJ
american_scientific_journal-2332	156	14	network”,information	network”,information	NOUN
american_scientific_journal-2332	156	15	engineering	engineering	NOUN
american_scientific_journal-2332	156	16	letters	letter	NOUN
american_scientific_journal-2332	156	17	,	,	PUNCT
american_scientific_journal-2332	156	18	vol.2,1,pp.49	vol.2,1,pp.49	NOUN
american_scientific_journal-2332	156	19	-	-	SYM
american_scientific_journal-2332	156	20	59,2012	59,2012	NOUN
american_scientific_journal-2332	157	1	[	[	X
american_scientific_journal-2332	157	2	21	21	NUM
american_scientific_journal-2332	157	3	]	]	X
american_scientific_journal-2332	157	4	y.singh	y.singh	ADJ
american_scientific_journal-2332	157	5	and	and	CCONJ
american_scientific_journal-2332	157	6	a.s.chauhan,”neural	a.s.chauhan,”neural	ADJ
american_scientific_journal-2332	157	7	networks	network	NOUN
american_scientific_journal-2332	157	8	in	in	ADP
american_scientific_journal-2332	157	9	data	datum	NOUN
american_scientific_journal-2332	157	10	mining,”journal	mining,”journal	ADJ
american_scientific_journal-2332	157	11	of	of	ADP
american_scientific_journal-2332	157	12	theoretiecal	theoretiecal	ADJ
american_scientific_journal-2332	157	13	and	and	CCONJ
american_scientific_journal-2332	157	14	applied	apply	VERB
american_scientific_journal-2332	157	15	information	information	NOUN
american_scientific_journal-2332	157	16	technology,2005	technology,2005	NOUN
american_scientific_journal-2332	157	17	-	-	PUNCT
american_scientific_journal-2332	157	18	2009	2009	NUM
american_scientific_journal-2332	157	19	.	.	PUNCT
american_scientific_journal-2332	158	1	[	[	X
american_scientific_journal-2332	158	2	22	22	NUM
american_scientific_journal-2332	158	3	]	]	X
american_scientific_journal-2332	158	4	m.h.beale	m.h.beale	NOUN
american_scientific_journal-2332	158	5	,	,	PUNCT
american_scientific_journal-2332	158	6	m.t.hagan	m.t.hagan	NOUN
american_scientific_journal-2332	158	7	and	and	CCONJ
american_scientific_journal-2332	158	8	h.b.demuth,”neural	h.b.demuth,”neural	ADJ
american_scientific_journal-2332	158	9	network”,the	network”,the	DET
american_scientific_journal-2332	158	10	mathworks,1992	mathworks,1992	NOUN
american_scientific_journal-2332	158	11	-	-	PUNCT
american_scientific_journal-2332	158	12	2012	2012	NUM
american_scientific_journal-2332	158	13	.	.	PUNCT
american_scientific_journal-2332	159	1	[	[	X
american_scientific_journal-2332	159	2	23	23	NUM
american_scientific_journal-2332	159	3	]	]	X
american_scientific_journal-2332	159	4	zubi	zubi	PROPN
american_scientific_journal-2332	159	5	,	,	PUNCT
american_scientific_journal-2332	159	6	z.s	z.s	PROPN
american_scientific_journal-2332	159	7	.	.	PROPN
american_scientific_journal-2332	159	8	and	and	CCONJ
american_scientific_journal-2332	159	9	saad	saad	PROPN
american_scientific_journal-2332	159	10	,	,	PUNCT
american_scientific_journal-2332	159	11	r.a	r.a	PROPN
american_scientific_journal-2332	159	12	.	.	PROPN
american_scientific_journal-2332	159	13	improves	improve	VERB
american_scientific_journal-2332	159	14	treatment	treatment	NOUN
american_scientific_journal-2332	159	15	programs	program	NOUN
american_scientific_journal-2332	159	16	of	of	ADP
american_scientific_journal-2332	159	17	lung	lung	NOUN
american_scientific_journal-2332	159	18	cancer	cancer	NOUN
american_scientific_journal-2332	159	19	using	use	VERB
american_scientific_journal-2332	159	20	data	datum	NOUN
american_scientific_journal-2332	159	21	mining	mining	NOUN
american_scientific_journal-2332	159	22	techniques	technique	NOUN
american_scientific_journal-2332	159	23	.	.	PUNCT
american_scientific_journal-2332	160	1	journal	journal	PROPN
american_scientific_journal-2332	160	2	of	of	ADP
american_scientific_journal-2332	160	3	software	software	NOUN
american_scientific_journal-2332	160	4	engineering	engineering	NOUN
american_scientific_journal-2332	160	5	and	and	CCONJ
american_scientific_journal-2332	160	6	applications	application	NOUN
american_scientific_journal-2332	160	7	,	,	PUNCT
american_scientific_journal-2332	160	8	7(2	7(2	NUM
american_scientific_journal-2332	160	9	)	)	PUNCT
american_scientific_journal-2332	160	10	,	,	PUNCT
american_scientific_journal-2332	160	11	p.69,2014	p.69,2014	PROPN
american_scientific_journal-2332	160	12	feb	feb	PROPN
american_scientific_journal-2332	160	13	.	.	PUNCT