id	sid	tid	token	lemma	pos
f4752f78002	1	1	pathologists	pathologist	NOUN
f4752f78002	1	2	rely	rely	VERB
f4752f78002	1	3	on	on	ADP
f4752f78002	1	4	histology	histology	NOUN
f4752f78002	1	5	information	information	NOUN
f4752f78002	1	6	for	for	ADP
f4752f78002	1	7	disease	disease	NOUN
f4752f78002	1	8	diagnosis	diagnosis	NOUN
f4752f78002	1	9	and	and	CCONJ
f4752f78002	1	10	patients	patient	NOUN
f4752f78002	1	11	treatment	treatment	NOUN
f4752f78002	1	12	.	.	PUNCT
f4752f78002	2	1	however	however	ADV
f4752f78002	2	2	,	,	PUNCT
f4752f78002	2	3	the	the	DET
f4752f78002	2	4	process	process	NOUN
f4752f78002	2	5	of	of	ADP
f4752f78002	2	6	disease	disease	NOUN
f4752f78002	2	7	characterization	characterization	NOUN
f4752f78002	2	8	by	by	ADP
f4752f78002	2	9	visual	visual	ADJ
f4752f78002	2	10	examination	examination	NOUN
f4752f78002	2	11	of	of	ADP
f4752f78002	2	12	histology	histology	NOUN
f4752f78002	2	13	tissue	tissue	NOUN
f4752f78002	2	14	images	image	NOUN
f4752f78002	2	15	is	be	AUX
f4752f78002	2	16	often	often	ADV
f4752f78002	2	17	labor	labor	NOUN
f4752f78002	2	18	intensive	intensive	ADJ
f4752f78002	2	19	and	and	CCONJ
f4752f78002	2	20	requires	require	VERB
f4752f78002	2	21	expert	expert	ADJ
f4752f78002	2	22	knowledge	knowledge	NOUN
f4752f78002	2	23	.	.	PUNCT
f4752f78002	3	1	in	in	ADP
f4752f78002	3	2	this	this	DET
f4752f78002	3	3	dissertation	dissertation	NOUN
f4752f78002	3	4	,	,	PUNCT
f4752f78002	3	5	we	we	PRON
f4752f78002	3	6	present	present	VERB
f4752f78002	3	7	algorithms	algorithm	NOUN
f4752f78002	3	8	for	for	ADP
f4752f78002	3	9	automatic	automatic	ADJ
f4752f78002	3	10	identification	identification	NOUN
f4752f78002	3	11	of	of	ADP
f4752f78002	3	12	various	various	ADJ
f4752f78002	3	13	biological	biological	ADJ
f4752f78002	3	14	structures	structure	NOUN
f4752f78002	3	15	at	at	ADP
f4752f78002	3	16	different	different	ADJ
f4752f78002	3	17	scales	scale	NOUN
f4752f78002	3	18	,	,	PUNCT
f4752f78002	3	19	for	for	ADP
f4752f78002	3	20	example	example	NOUN
f4752f78002	3	21	,	,	PUNCT
f4752f78002	3	22	tissue	tissue	NOUN
f4752f78002	3	23	regions	region	NOUN
f4752f78002	3	24	,	,	PUNCT
f4752f78002	3	25	immune	immune	ADJ
f4752f78002	3	26	cells	cell	NOUN
f4752f78002	3	27	,	,	PUNCT
f4752f78002	3	28	and	and	CCONJ
f4752f78002	3	29	subcellular	subcellular	ADJ
f4752f78002	3	30	structures	structure	NOUN
f4752f78002	3	31	.	.	PUNCT
f4752f78002	4	1	these	these	DET
f4752f78002	4	2	biological	biological	ADJ
f4752f78002	4	3	structures	structure	NOUN
f4752f78002	4	4	of	of	ADP
f4752f78002	4	5	interest	interest	NOUN
f4752f78002	4	6	are	be	AUX
f4752f78002	4	7	closely	closely	ADV
f4752f78002	4	8	related	related	ADJ
f4752f78002	4	9	to	to	ADP
f4752f78002	4	10	the	the	DET
f4752f78002	4	11	diseases	disease	NOUN
f4752f78002	4	12	,	,	PUNCT
f4752f78002	4	13	and	and	CCONJ
f4752f78002	4	14	are	be	AUX
f4752f78002	4	15	needed	need	VERB
f4752f78002	4	16	to	to	PART
f4752f78002	4	17	be	be	AUX
f4752f78002	4	18	identified	identify	VERB
f4752f78002	4	19	first	first	ADV
f4752f78002	4	20	,	,	PUNCT
f4752f78002	4	21	so	so	SCONJ
f4752f78002	4	22	that	that	SCONJ
f4752f78002	4	23	properties	property	NOUN
f4752f78002	4	24	of	of	ADP
f4752f78002	4	25	these	these	DET
f4752f78002	4	26	biological	biological	ADJ
f4752f78002	4	27	structures	structure	NOUN
f4752f78002	4	28	can	can	AUX
f4752f78002	4	29	be	be	AUX
f4752f78002	4	30	extracted	extract	VERB
f4752f78002	4	31	to	to	PART
f4752f78002	4	32	analyze	analyze	VERB
f4752f78002	4	33	the	the	DET
f4752f78002	4	34	diseases	disease	NOUN
f4752f78002	4	35	.	.	PUNCT
f4752f78002	5	1	however	however	ADV
f4752f78002	5	2	,	,	PUNCT
f4752f78002	5	3	in	in	ADP
f4752f78002	5	4	histology	histology	NOUN
f4752f78002	5	5	tissue	tissue	NOUN
f4752f78002	5	6	images	image	NOUN
f4752f78002	5	7	,	,	PUNCT
f4752f78002	5	8	these	these	DET
f4752f78002	5	9	biological	biological	ADJ
f4752f78002	5	10	structures	structure	NOUN
f4752f78002	5	11	usually	usually	ADV
f4752f78002	5	12	have	have	VERB
f4752f78002	5	13	large	large	ADJ
f4752f78002	5	14	variations	variation	NOUN
f4752f78002	5	15	with	with	ADP
f4752f78002	5	16	respect	respect	NOUN
f4752f78002	5	17	to	to	ADP
f4752f78002	5	18	,	,	PUNCT
f4752f78002	5	19	for	for	ADP
f4752f78002	5	20	example	example	NOUN
f4752f78002	5	21	,	,	PUNCT
f4752f78002	5	22	shape	shape	NOUN
f4752f78002	5	23	,	,	PUNCT
f4752f78002	5	24	size	size	NOUN
f4752f78002	5	25	,	,	PUNCT
f4752f78002	5	26	and	and	CCONJ
f4752f78002	5	27	color	color	NOUN
f4752f78002	5	28	,	,	PUNCT
f4752f78002	5	29	both	both	PRON
f4752f78002	5	30	across	across	ADP
f4752f78002	5	31	different	different	ADJ
f4752f78002	5	32	images	image	NOUN
f4752f78002	5	33	,	,	PUNCT
f4752f78002	5	34	or	or	CCONJ
f4752f78002	5	35	within	within	ADP
f4752f78002	5	36	the	the	DET
f4752f78002	5	37	same	same	ADJ
f4752f78002	5	38	image	image	NOUN
f4752f78002	5	39	.	.	PUNCT
f4752f78002	6	1	also	also	ADV
f4752f78002	6	2	,	,	PUNCT
f4752f78002	6	3	the	the	DET
f4752f78002	6	4	biological	biological	ADJ
f4752f78002	6	5	structures	structure	NOUN
f4752f78002	6	6	are	be	AUX
f4752f78002	6	7	embedded	embed	VERB
f4752f78002	6	8	in	in	ADP
f4752f78002	6	9	a	a	DET
f4752f78002	6	10	very	very	ADV
f4752f78002	6	11	complex	complex	ADJ
f4752f78002	6	12	tissue	tissue	NOUN
f4752f78002	6	13	background	background	NOUN
f4752f78002	6	14	,	,	PUNCT
f4752f78002	6	15	which	which	PRON
f4752f78002	6	16	is	be	AUX
f4752f78002	6	17	quite	quite	ADV
f4752f78002	6	18	noisy	noisy	ADJ
f4752f78002	6	19	and	and	CCONJ
f4752f78002	6	20	possibly	possibly	ADV
f4752f78002	6	21	has	have	VERB
f4752f78002	6	22	considerable	considerable	ADJ
f4752f78002	6	23	artifacts	artifact	NOUN
f4752f78002	6	24	.	.	PUNCT
f4752f78002	7	1	therefore	therefore	ADV
f4752f78002	7	2	,	,	PUNCT
f4752f78002	7	3	it	it	PRON
f4752f78002	7	4	is	be	AUX
f4752f78002	7	5	very	very	ADV
f4752f78002	7	6	challenging	challenging	ADJ
f4752f78002	7	7	to	to	PART
f4752f78002	7	8	identify	identify	VERB
f4752f78002	7	9	these	these	DET
f4752f78002	7	10	biological	biological	ADJ
f4752f78002	7	11	structures	structure	NOUN
f4752f78002	7	12	.	.	PUNCT
f4752f78002	8	1	the	the	DET
f4752f78002	8	2	proposed	propose	VERB
f4752f78002	8	3	algorithms	algorithm	NOUN
f4752f78002	8	4	are	be	AUX
f4752f78002	8	5	based	base	VERB
f4752f78002	8	6	on	on	ADP
f4752f78002	8	7	combinations	combination	NOUN
f4752f78002	8	8	of	of	ADP
f4752f78002	8	9	computer	computer	NOUN
f4752f78002	8	10	vision	vision	NOUN
f4752f78002	8	11	and	and	CCONJ
f4752f78002	8	12	machine	machine	NOUN
f4752f78002	8	13	learning	learning	NOUN
f4752f78002	8	14	(	(	PUNCT
f4752f78002	8	15	including	include	VERB
f4752f78002	8	16	deep	deep	ADJ
f4752f78002	8	17	learning	learning	NOUN
f4752f78002	8	18	)	)	PUNCT
f4752f78002	8	19	techniques	technique	NOUN
f4752f78002	8	20	,	,	PUNCT
f4752f78002	8	21	to	to	PART
f4752f78002	8	22	resolve	resolve	VERB
f4752f78002	8	23	or	or	CCONJ
f4752f78002	8	24	alleviate	alleviate	VERB
f4752f78002	8	25	the	the	DET
f4752f78002	8	26	challenges	challenge	NOUN
f4752f78002	8	27	.	.	PUNCT
f4752f78002	9	1	as	as	ADP
f4752f78002	9	2	a	a	DET
f4752f78002	9	3	result	result	NOUN
f4752f78002	9	4	,	,	PUNCT
f4752f78002	9	5	the	the	DET
f4752f78002	9	6	proposed	propose	VERB
f4752f78002	9	7	algorithms	algorithm	NOUN
f4752f78002	9	8	not	not	PART
f4752f78002	9	9	only	only	ADV
f4752f78002	9	10	provide	provide	VERB
f4752f78002	9	11	useful	useful	ADJ
f4752f78002	9	12	tools	tool	NOUN
f4752f78002	9	13	for	for	ADP
f4752f78002	9	14	automatic	automatic	ADJ
f4752f78002	9	15	identification	identification	NOUN
f4752f78002	9	16	of	of	ADP
f4752f78002	9	17	biological	biological	ADJ
f4752f78002	9	18	structures	structure	NOUN
f4752f78002	9	19	(	(	PUNCT
f4752f78002	9	20	which	which	PRON
f4752f78002	9	21	greatly	greatly	ADV
f4752f78002	9	22	releases	release	VERB
f4752f78002	9	23	the	the	DET
f4752f78002	9	24	burden	burden	NOUN
f4752f78002	9	25	of	of	ADP
f4752f78002	9	26	visual	visual	ADJ
f4752f78002	9	27	examination	examination	NOUN
f4752f78002	9	28	of	of	ADP
f4752f78002	9	29	histology	histology	NOUN
f4752f78002	9	30	tissue	tissue	NOUN
f4752f78002	9	31	images	image	NOUN
f4752f78002	9	32	from	from	ADP
f4752f78002	9	33	pathologists	pathologist	NOUN
f4752f78002	9	34	)	)	PUNCT
f4752f78002	9	35	,	,	PUNCT
f4752f78002	9	36	but	but	CCONJ
f4752f78002	9	37	also	also	ADV
f4752f78002	9	38	introduce	introduce	VERB
f4752f78002	9	39	an	an	DET
f4752f78002	9	40	opportunity	opportunity	NOUN
f4752f78002	9	41	for	for	ADP
f4752f78002	9	42	quantitative	quantitative	ADJ
f4752f78002	9	43	analysis	analysis	NOUN
f4752f78002	9	44	of	of	ADP
f4752f78002	9	45	the	the	DET
f4752f78002	9	46	diseases	disease	NOUN
f4752f78002	9	47	(	(	PUNCT
f4752f78002	9	48	which	which	PRON
f4752f78002	9	49	substantially	substantially	ADV
f4752f78002	9	50	reduces	reduce	VERB
f4752f78002	9	51	the	the	DET
f4752f78002	9	52	degree	degree	NOUN
f4752f78002	9	53	of	of	ADP
f4752f78002	9	54	subjectiveness	subjectiveness	NOUN
f4752f78002	9	55	of	of	ADP
f4752f78002	9	56	disease	disease	NOUN
f4752f78002	9	57	analysis	analysis	NOUN
f4752f78002	9	58	,	,	PUNCT
f4752f78002	9	59	and	and	CCONJ
f4752f78002	9	60	provides	provide	VERB
f4752f78002	9	61	novel	novel	ADJ
f4752f78002	9	62	insights	insight	NOUN
f4752f78002	9	63	into	into	ADP
f4752f78002	9	64	the	the	DET
f4752f78002	9	65	diseases	disease	NOUN
f4752f78002	9	66	)	)	PUNCT
f4752f78002	9	67	.	.	PUNCT