id	sid	tid	token	lemma	pos
ap-1432	1	1	ap-5-11.dvi	ap-5-11.dvi	PROPN
ap-1432	1	2	acta	acta	PROPN
ap-1432	1	3	polytechnica	polytechnica	PROPN
ap-1432	1	4	vol	vol	NOUN
ap-1432	1	5	.	.	PUNCT
ap-1432	2	1	51	51	NUM
ap-1432	2	2	no	no	NOUN
ap-1432	2	3	.	.	PUNCT
ap-1432	3	1	5/2011	5/2011	NUM
ap-1432	3	2	3d	3d	NUM
ap-1432	3	3	surface	surface	NOUN
ap-1432	3	4	-	-	PUNCT
ap-1432	3	5	based	base	VERB
ap-1432	3	6	detection	detection	NOUN
ap-1432	3	7	of	of	ADP
ap-1432	3	8	pleural	pleural	ADJ
ap-1432	3	9	thickenings	thickening	NOUN
ap-1432	3	10	p.	p.	NOUN
ap-1432	3	11	faltin	faltin	PROPN
ap-1432	3	12	,	,	PUNCT
ap-1432	3	13	k.	k.	PROPN
ap-1432	3	14	chaisaowong	chaisaowong	PROPN
ap-1432	3	15	abstract	abstract	ADJ
ap-1432	3	16	pleuramesothelioma	pleuramesothelioma	NOUN
ap-1432	3	17	is	be	AUX
ap-1432	3	18	a	a	DET
ap-1432	3	19	malignant	malignant	ADJ
ap-1432	3	20	tumor	tumor	NOUN
ap-1432	3	21	of	of	ADP
ap-1432	3	22	the	the	DET
ap-1432	3	23	pleura	pleura	NOUN
ap-1432	3	24	.	.	PUNCT
ap-1432	4	1	it	it	PRON
ap-1432	4	2	evolves	evolve	VERB
ap-1432	4	3	from	from	ADP
ap-1432	4	4	pleural	pleural	ADJ
ap-1432	4	5	thickenings	thickening	NOUN
ap-1432	4	6	which	which	PRON
ap-1432	4	7	are	be	AUX
ap-1432	4	8	a	a	DET
ap-1432	4	9	typical	typical	ADJ
ap-1432	4	10	long	long	ADJ
ap-1432	4	11	-	-	PUNCT
ap-1432	4	12	term	term	NOUN
ap-1432	4	13	effect	effect	NOUN
ap-1432	4	14	of	of	ADP
ap-1432	4	15	asbestos	asbestos	NOUN
ap-1432	4	16	exposure	exposure	NOUN
ap-1432	4	17	.	.	PUNCT
ap-1432	5	1	a	a	DET
ap-1432	5	2	diagnosis	diagnosis	NOUN
ap-1432	5	3	is	be	AUX
ap-1432	5	4	performed	perform	VERB
ap-1432	5	5	by	by	ADP
ap-1432	5	6	examining	examine	VERB
ap-1432	5	7	ct	ct	NUM
ap-1432	5	8	scans	scan	NOUN
ap-1432	5	9	acquired	acquire	VERB
ap-1432	5	10	from	from	ADP
ap-1432	5	11	the	the	DET
ap-1432	5	12	patient	patient	NOUN
ap-1432	5	13	’s	’s	PART
ap-1432	5	14	lung	lung	NOUN
ap-1432	5	15	.	.	PUNCT
ap-1432	6	1	the	the	DET
ap-1432	6	2	analysis	analysis	NOUN
ap-1432	6	3	of	of	ADP
ap-1432	6	4	the	the	DET
ap-1432	6	5	image	image	NOUN
ap-1432	6	6	data	data	NOUN
ap-1432	6	7	is	be	AUX
ap-1432	6	8	a	a	DET
ap-1432	6	9	very	very	ADV
ap-1432	6	10	time	time	NOUN
ap-1432	6	11	-	-	PUNCT
ap-1432	6	12	consuming	consume	VERB
ap-1432	6	13	task	task	NOUN
ap-1432	6	14	and	and	CCONJ
ap-1432	6	15	is	be	AUX
ap-1432	6	16	subject	subject	ADJ
ap-1432	6	17	to	to	ADP
ap-1432	6	18	strong	strong	ADJ
ap-1432	6	19	interand	interand	NOUN
ap-1432	6	20	intra	intra	ADJ
ap-1432	6	21	-	-	ADJ
ap-1432	6	22	reader	reader	ADJ
ap-1432	6	23	variances	variance	NOUN
ap-1432	6	24	.	.	PUNCT
ap-1432	7	1	to	to	PART
ap-1432	7	2	objectivize	objectivize	VERB
ap-1432	7	3	the	the	DET
ap-1432	7	4	analysis	analysis	NOUN
ap-1432	7	5	and	and	CCONJ
ap-1432	7	6	to	to	AUX
ap-1432	7	7	speed	speed	VERB
ap-1432	7	8	-	-	PUNCT
ap-1432	7	9	up	up	ADP
ap-1432	7	10	the	the	DET
ap-1432	7	11	diagnosis	diagnosis	NOUN
ap-1432	7	12	a	a	DET
ap-1432	7	13	full	full	ADJ
ap-1432	7	14	automatic	automatic	ADJ
ap-1432	7	15	system	system	NOUN
ap-1432	7	16	is	be	AUX
ap-1432	7	17	developed	develop	VERB
ap-1432	7	18	.	.	PUNCT
ap-1432	8	1	an	an	DET
ap-1432	8	2	essential	essential	ADJ
ap-1432	8	3	step	step	NOUN
ap-1432	8	4	in	in	ADP
ap-1432	8	5	this	this	DET
ap-1432	8	6	process	process	NOUN
ap-1432	8	7	is	be	AUX
ap-1432	8	8	to	to	PART
ap-1432	8	9	identify	identify	VERB
ap-1432	8	10	potential	potential	ADJ
ap-1432	8	11	thickenings	thickening	NOUN
ap-1432	8	12	.	.	PUNCT
ap-1432	9	1	in	in	ADP
ap-1432	9	2	this	this	DET
ap-1432	9	3	paper	paper	NOUN
ap-1432	9	4	we	we	PRON
ap-1432	9	5	describe	describe	VERB
ap-1432	9	6	the	the	DET
ap-1432	9	7	complete	complete	ADJ
ap-1432	9	8	system	system	NOUN
ap-1432	9	9	in	in	ADP
ap-1432	9	10	brief	brief	NOUN
ap-1432	9	11	,	,	PUNCT
ap-1432	9	12	and	and	CCONJ
ap-1432	9	13	then	then	ADV
ap-1432	9	14	take	take	VERB
ap-1432	9	15	a	a	DET
ap-1432	9	16	closer	close	ADJ
ap-1432	9	17	look	look	NOUN
ap-1432	9	18	on	on	ADP
ap-1432	9	19	thickening	thickening	NOUN
ap-1432	9	20	detection	detection	NOUN
ap-1432	9	21	.	.	PUNCT
ap-1432	10	1	a	a	DET
ap-1432	10	2	ct	ct	NUM
ap-1432	10	3	slice	slice	NOUN
ap-1432	10	4	based	base	VERB
ap-1432	10	5	approach	approach	NOUN
ap-1432	10	6	is	be	AUX
ap-1432	10	7	presented	present	VERB
ap-1432	10	8	here	here	ADV
ap-1432	10	9	.	.	PUNCT
ap-1432	11	1	it	it	PRON
ap-1432	11	2	is	be	AUX
ap-1432	11	3	extended	extend	VERB
ap-1432	11	4	by	by	ADP
ap-1432	11	5	using	use	VERB
ap-1432	11	6	3d	3d	NUM
ap-1432	11	7	knowledge	knowledge	NOUN
ap-1432	11	8	of	of	ADP
ap-1432	11	9	the	the	DET
ap-1432	11	10	lung	lung	NOUN
ap-1432	11	11	surface	surface	NOUN
ap-1432	11	12	which	which	PRON
ap-1432	11	13	could	could	AUX
ap-1432	11	14	scarcely	scarcely	ADV
ap-1432	11	15	have	have	AUX
ap-1432	11	16	been	be	AUX
ap-1432	11	17	acquired	acquire	VERB
ap-1432	11	18	visually	visually	ADV
ap-1432	11	19	.	.	PUNCT
ap-1432	12	1	keywords	keyword	NOUN
ap-1432	12	2	:	:	PUNCT
ap-1432	12	3	pleuramesothelioma	pleuramesothelioma	ADJ
ap-1432	12	4	,	,	PUNCT
ap-1432	12	5	pleural	pleural	ADJ
ap-1432	12	6	thickenings	thickening	NOUN
ap-1432	12	7	,	,	PUNCT
ap-1432	12	8	computer	computer	NOUN
ap-1432	12	9	-	-	PUNCT
ap-1432	12	10	assisted	assist	VERB
ap-1432	12	11	diagnosis	diagnosis	NOUN
ap-1432	12	12	,	,	PUNCT
ap-1432	12	13	convex	convex	NOUN
ap-1432	12	14	hull	hull	NOUN
ap-1432	12	15	,	,	PUNCT
ap-1432	12	16	morphological	morphological	ADJ
ap-1432	12	17	erosion	erosion	NOUN
ap-1432	12	18	,	,	PUNCT
ap-1432	12	19	ct	ct	PROPN
ap-1432	12	20	.	.	NOUN
ap-1432	12	21	1	1	NUM
ap-1432	12	22	introduction	introduction	NOUN
ap-1432	12	23	asbestos	asbestos	NOUN
ap-1432	12	24	was	be	AUX
ap-1432	12	25	widely	widely	ADV
ap-1432	12	26	used	use	VERB
ap-1432	12	27	until	until	ADP
ap-1432	12	28	the	the	DET
ap-1432	12	29	1990s	1990s	NUM
ap-1432	12	30	because	because	SCONJ
ap-1432	12	31	of	of	ADP
ap-1432	12	32	its	its	PRON
ap-1432	12	33	useful	useful	ADJ
ap-1432	12	34	properties	property	NOUN
ap-1432	12	35	.	.	PUNCT
ap-1432	13	1	today	today	NOUN
ap-1432	13	2	it	it	PRON
ap-1432	13	3	is	be	AUX
ap-1432	13	4	known	know	VERB
ap-1432	13	5	to	to	PART
ap-1432	13	6	be	be	AUX
ap-1432	13	7	a	a	DET
ap-1432	13	8	carcinogenous	carcinogenous	ADJ
ap-1432	13	9	substance	substance	NOUN
ap-1432	13	10	for	for	ADP
ap-1432	13	11	humans	human	NOUN
ap-1432	13	12	.	.	PUNCT
ap-1432	14	1	fibres	fibre	NOUN
ap-1432	14	2	3–5	3–5	NUM
ap-1432	14	3	μm	μm	NOUN
ap-1432	14	4	in	in	ADP
ap-1432	14	5	length	length	NOUN
ap-1432	14	6	can	can	AUX
ap-1432	14	7	get	get	VERB
ap-1432	14	8	into	into	ADP
ap-1432	14	9	the	the	DET
ap-1432	14	10	pulmonary	pulmonary	ADJ
ap-1432	14	11	alveolus	alveolus	NOUN
ap-1432	14	12	and	and	CCONJ
ap-1432	14	13	can	can	AUX
ap-1432	14	14	not	not	PART
ap-1432	14	15	be	be	AUX
ap-1432	14	16	decomposed	decompose	VERB
ap-1432	14	17	by	by	ADP
ap-1432	14	18	the	the	DET
ap-1432	14	19	body	body	NOUN
ap-1432	14	20	.	.	PUNCT
ap-1432	15	1	the	the	DET
ap-1432	15	2	fibers	fiber	NOUN
ap-1432	15	3	are	be	AUX
ap-1432	15	4	typically	typically	ADV
ap-1432	15	5	accumulated	accumulate	VERB
ap-1432	15	6	on	on	ADP
ap-1432	15	7	the	the	DET
ap-1432	15	8	lung	lung	NOUN
ap-1432	15	9	boundary	boundary	NOUN
ap-1432	15	10	.	.	PUNCT
ap-1432	16	1	the	the	DET
ap-1432	16	2	long	long	ADJ
ap-1432	16	3	persistence	persistence	NOUN
ap-1432	16	4	and	and	CCONJ
ap-1432	16	5	the	the	DET
ap-1432	16	6	consequent	consequent	ADJ
ap-1432	16	7	continuous	continuous	ADJ
ap-1432	16	8	penetration	penetration	NOUN
ap-1432	16	9	of	of	ADP
ap-1432	16	10	the	the	DET
ap-1432	16	11	pleura	pleura	NOUN
ap-1432	16	12	can	can	AUX
ap-1432	16	13	result	result	VERB
ap-1432	16	14	in	in	ADP
ap-1432	16	15	pleural	pleural	ADJ
ap-1432	16	16	thickenings	thickening	NOUN
ap-1432	16	17	and	and	CCONJ
ap-1432	16	18	hence	hence	ADV
ap-1432	16	19	pleuramesothelioma	pleuramesothelioma	ADJ
ap-1432	16	20	.	.	PUNCT
ap-1432	17	1	long	long	ADJ
ap-1432	17	2	latency	latency	NOUN
ap-1432	17	3	of	of	ADP
ap-1432	17	4	14–72	14–72	NUM
ap-1432	17	5	years	year	NOUN
ap-1432	17	6	leads	lead	VERB
ap-1432	17	7	to	to	ADP
ap-1432	17	8	an	an	DET
ap-1432	17	9	expected	expect	VERB
ap-1432	17	10	peak	peak	NOUN
ap-1432	17	11	in	in	ADP
ap-1432	17	12	diagnosed	diagnose	VERB
ap-1432	17	13	cases	case	NOUN
ap-1432	17	14	in	in	ADP
ap-1432	17	15	2018	2018	NUM
ap-1432	17	16	[	[	X
ap-1432	17	17	1	1	NUM
ap-1432	17	18	]	]	PUNCT
ap-1432	17	19	.	.	PUNCT
ap-1432	18	1	high	high	ADJ
ap-1432	18	2	-	-	PUNCT
ap-1432	18	3	risk	risk	NOUN
ap-1432	18	4	patients	patient	NOUN
ap-1432	18	5	undergo	undergo	VERB
ap-1432	18	6	regular	regular	ADJ
ap-1432	18	7	medical	medical	ADJ
ap-1432	18	8	checkups	checkup	NOUN
ap-1432	18	9	,	,	PUNCT
ap-1432	18	10	which	which	PRON
ap-1432	18	11	also	also	ADV
ap-1432	18	12	include	include	VERB
ap-1432	18	13	the	the	DET
ap-1432	18	14	acquisition	acquisition	NOUN
ap-1432	18	15	of	of	ADP
ap-1432	18	16	3d	3d	PROPN
ap-1432	18	17	ct	ct	PROPN
ap-1432	18	18	image	image	NOUN
ap-1432	18	19	data	datum	NOUN
ap-1432	18	20	.	.	PUNCT
ap-1432	19	1	the	the	DET
ap-1432	19	2	ct	ct	PROPN
ap-1432	19	3	scan	scan	NOUN
ap-1432	19	4	typically	typically	ADV
ap-1432	19	5	contains	contain	VERB
ap-1432	19	6	approximately	approximately	ADV
ap-1432	19	7	700	700	NUM
ap-1432	19	8	image	image	NOUN
ap-1432	19	9	-	-	PUNCT
ap-1432	19	10	slices	slice	NOUN
ap-1432	19	11	,	,	PUNCT
ap-1432	19	12	which	which	PRON
ap-1432	19	13	have	have	VERB
ap-1432	19	14	to	to	PART
ap-1432	19	15	be	be	AUX
ap-1432	19	16	inspected	inspect	VERB
ap-1432	19	17	by	by	ADP
ap-1432	19	18	a	a	DET
ap-1432	19	19	medical	medical	ADJ
ap-1432	19	20	expert	expert	NOUN
ap-1432	19	21	.	.	PUNCT
ap-1432	20	1	this	this	DET
ap-1432	20	2	task	task	NOUN
ap-1432	20	3	requires	require	VERB
ap-1432	20	4	much	much	ADJ
ap-1432	20	5	time	time	NOUN
ap-1432	20	6	and	and	CCONJ
ap-1432	20	7	concentration	concentration	NOUN
ap-1432	20	8	,	,	PUNCT
ap-1432	20	9	and	and	CCONJ
ap-1432	20	10	is	be	AUX
ap-1432	20	11	subject	subject	ADJ
ap-1432	20	12	to	to	ADP
ap-1432	20	13	strong	strong	ADJ
ap-1432	20	14	interand	interand	NOUN
ap-1432	20	15	intra	intra	ADJ
ap-1432	20	16	-	-	ADJ
ap-1432	20	17	reader	reader	ADJ
ap-1432	20	18	variances	variance	NOUN
ap-1432	20	19	[	[	X
ap-1432	20	20	2	2	NUM
ap-1432	20	21	]	]	PUNCT
ap-1432	20	22	.	.	PUNCT
ap-1432	21	1	in	in	ADP
ap-1432	21	2	order	order	NOUN
ap-1432	21	3	to	to	PART
ap-1432	21	4	support	support	VERB
ap-1432	21	5	the	the	DET
ap-1432	21	6	medical	medical	ADJ
ap-1432	21	7	experts	expert	NOUN
ap-1432	21	8	and	and	CCONJ
ap-1432	21	9	objectivize	objectivize	VERB
ap-1432	21	10	the	the	DET
ap-1432	21	11	diagnosis	diagnosis	NOUN
ap-1432	21	12	we	we	PRON
ap-1432	21	13	have	have	AUX
ap-1432	21	14	developed	develop	VERB
ap-1432	21	15	a	a	DET
ap-1432	21	16	fully	fully	ADV
ap-1432	21	17	automatic	automatic	ADJ
ap-1432	21	18	system	system	NOUN
ap-1432	21	19	.	.	PUNCT
ap-1432	22	1	it	it	PRON
ap-1432	22	2	automatically	automatically	ADV
ap-1432	22	3	detects	detect	VERB
ap-1432	22	4	,	,	PUNCT
ap-1432	22	5	analyses	analysis	NOUN
ap-1432	22	6	and	and	CCONJ
ap-1432	22	7	measures	measure	VERB
ap-1432	22	8	thickenings	thickening	NOUN
ap-1432	22	9	using	use	VERB
ap-1432	22	10	ct	ct	PROPN
ap-1432	22	11	data	datum	NOUN
ap-1432	22	12	from	from	ADP
ap-1432	22	13	one	one	NUM
ap-1432	22	14	point	point	NOUN
ap-1432	22	15	of	of	ADP
ap-1432	22	16	time	time	NOUN
ap-1432	22	17	.	.	PUNCT
ap-1432	23	1	the	the	DET
ap-1432	23	2	system	system	NOUN
ap-1432	23	3	also	also	ADV
ap-1432	23	4	comprises	comprise	VERB
ap-1432	23	5	a	a	DET
ap-1432	23	6	follow	follow	VERB
ap-1432	23	7	-	-	PUNCT
ap-1432	23	8	up	up	NOUN
ap-1432	23	9	assessment	assessment	NOUN
ap-1432	23	10	,	,	PUNCT
ap-1432	23	11	in	in	ADP
ap-1432	23	12	which	which	PRON
ap-1432	23	13	thickenings	thickening	NOUN
ap-1432	23	14	recorded	record	VERB
ap-1432	23	15	at	at	ADP
ap-1432	23	16	two	two	NUM
ap-1432	23	17	different	different	ADJ
ap-1432	23	18	points	point	NOUN
ap-1432	23	19	in	in	ADP
ap-1432	23	20	time	time	NOUN
ap-1432	23	21	are	be	AUX
ap-1432	23	22	compared	compare	VERB
ap-1432	23	23	regarding	regard	VERB
ap-1432	23	24	their	their	PRON
ap-1432	23	25	thickness	thickness	NOUN
ap-1432	23	26	and	and	CCONJ
ap-1432	23	27	volume	volume	NOUN
ap-1432	23	28	.	.	PUNCT
ap-1432	24	1	the	the	DET
ap-1432	24	2	whole	whole	ADJ
ap-1432	24	3	process	process	NOUN
ap-1432	24	4	consists	consist	VERB
ap-1432	24	5	of	of	ADP
ap-1432	24	6	several	several	ADJ
ap-1432	24	7	steps	step	NOUN
ap-1432	24	8	.	.	PUNCT
ap-1432	25	1	in	in	ADP
ap-1432	25	2	the	the	DET
ap-1432	25	3	first	first	ADJ
ap-1432	25	4	step	step	NOUN
ap-1432	25	5	,	,	PUNCT
ap-1432	25	6	two	two	NUM
ap-1432	25	7	-	-	PUNCT
ap-1432	25	8	step	step	NOUN
ap-1432	25	9	supervised	supervised	ADJ
ap-1432	25	10	range	range	NOUN
ap-1432	25	11	-	-	PUNCT
ap-1432	25	12	constrained	constrain	VERB
ap-1432	25	13	otsu	otsu	NOUN
ap-1432	25	14	thresholding	thresholde	VERB
ap-1432	25	15	[	[	X
ap-1432	25	16	3	3	NUM
ap-1432	25	17	]	]	PUNCT
ap-1432	25	18	is	be	AUX
ap-1432	25	19	used	use	VERB
ap-1432	25	20	to	to	PART
ap-1432	25	21	segment	segment	VERB
ap-1432	25	22	the	the	DET
ap-1432	25	23	lung	lung	NOUN
ap-1432	25	24	tissue	tissue	NOUN
ap-1432	25	25	.	.	PUNCT
ap-1432	26	1	the	the	DET
ap-1432	26	2	next	next	ADJ
ap-1432	26	3	step	step	NOUN
ap-1432	26	4	is	be	AUX
ap-1432	26	5	thickening	thicken	VERB
ap-1432	26	6	detection	detection	NOUN
ap-1432	26	7	and	and	CCONJ
ap-1432	26	8	extraction	extraction	NOUN
ap-1432	26	9	,	,	PUNCT
ap-1432	26	10	which	which	PRON
ap-1432	26	11	is	be	AUX
ap-1432	26	12	presented	present	VERB
ap-1432	26	13	in	in	ADP
ap-1432	26	14	this	this	DET
ap-1432	26	15	paper	paper	NOUN
ap-1432	26	16	.	.	PUNCT
ap-1432	27	1	for	for	ADP
ap-1432	27	2	exact	exact	ADJ
ap-1432	27	3	measurements	measurement	NOUN
ap-1432	27	4	of	of	ADP
ap-1432	27	5	volume	volume	NOUN
ap-1432	27	6	and	and	CCONJ
ap-1432	27	7	thickness	thickness	NOUN
ap-1432	27	8	,	,	PUNCT
ap-1432	27	9	the	the	DET
ap-1432	27	10	thickenings	thickening	NOUN
ap-1432	27	11	are	be	AUX
ap-1432	27	12	classified	classify	VERB
ap-1432	27	13	as	as	ADP
ap-1432	27	14	pleural	pleural	ADJ
ap-1432	27	15	plaques	plaque	NOUN
ap-1432	27	16	or	or	CCONJ
ap-1432	27	17	as	as	ADP
ap-1432	27	18	diffuse	diffuse	ADJ
ap-1432	27	19	pleural	pleural	ADJ
ap-1432	27	20	thickenings	thickening	NOUN
ap-1432	27	21	.	.	PUNCT
ap-1432	28	1	a	a	DET
ap-1432	28	2	thin	thin	ADJ
ap-1432	28	3	plate	plate	NOUN
ap-1432	28	4	spline	spline	NOUN
ap-1432	28	5	interpolation	interpolation	NOUN
ap-1432	28	6	[	[	X
ap-1432	28	7	4	4	X
ap-1432	28	8	]	]	PUNCT
ap-1432	28	9	is	be	AUX
ap-1432	28	10	applied	apply	VERB
ap-1432	28	11	to	to	PART
ap-1432	28	12	reconstruct	reconstruct	VERB
ap-1432	28	13	the	the	DET
ap-1432	28	14	correct	correct	ADJ
ap-1432	28	15	thickening	thickening	NOUN
ap-1432	28	16	expansion	expansion	NOUN
ap-1432	28	17	,	,	PUNCT
ap-1432	28	18	depending	depend	VERB
ap-1432	28	19	on	on	ADP
ap-1432	28	20	the	the	DET
ap-1432	28	21	classification	classification	NOUN
ap-1432	28	22	.	.	PUNCT
ap-1432	29	1	to	to	PART
ap-1432	29	2	perform	perform	VERB
ap-1432	29	3	the	the	DET
ap-1432	29	4	follow	follow	VERB
ap-1432	29	5	-	-	PUNCT
ap-1432	29	6	up	up	NOUN
ap-1432	29	7	assessment	assessment	NOUN
ap-1432	29	8	a	a	DET
ap-1432	29	9	rigid	rigid	ADJ
ap-1432	29	10	registration	registration	NOUN
ap-1432	30	1	[	[	X
ap-1432	30	2	5	5	NUM
ap-1432	30	3	]	]	PUNCT
ap-1432	30	4	between	between	ADP
ap-1432	30	5	the	the	DET
ap-1432	30	6	image	image	NOUN
ap-1432	30	7	data	datum	NOUN
ap-1432	30	8	of	of	ADP
ap-1432	30	9	two	two	NUM
ap-1432	30	10	different	different	ADJ
ap-1432	30	11	points	point	NOUN
ap-1432	30	12	in	in	ADP
ap-1432	30	13	time	time	NOUN
ap-1432	30	14	is	be	AUX
ap-1432	30	15	performed	perform	VERB
ap-1432	30	16	.	.	PUNCT
ap-1432	31	1	applying	apply	VERB
ap-1432	31	2	this	this	DET
ap-1432	31	3	transformation	transformation	NOUN
ap-1432	31	4	,	,	PUNCT
ap-1432	31	5	the	the	DET
ap-1432	31	6	thickenings	thickening	NOUN
ap-1432	31	7	are	be	AUX
ap-1432	31	8	matched	match	VERB
ap-1432	31	9	with	with	ADP
ap-1432	31	10	regard	regard	NOUN
ap-1432	31	11	to	to	ADP
ap-1432	31	12	their	their	PRON
ap-1432	31	13	position	position	NOUN
ap-1432	31	14	and	and	CCONJ
ap-1432	31	15	the	the	DET
ap-1432	31	16	ct	ct	NUM
ap-1432	31	17	number	number	NOUN
ap-1432	31	18	distribution	distribution	NOUN
ap-1432	31	19	in	in	ADP
ap-1432	31	20	hounsfield	hounsfield	PROPN
ap-1432	31	21	units	unit	NOUN
ap-1432	31	22	[	[	X
ap-1432	31	23	6	6	NUM
ap-1432	31	24	]	]	PUNCT
ap-1432	31	25	.	.	PUNCT
ap-1432	32	1	in	in	ADP
ap-1432	32	2	the	the	DET
ap-1432	32	3	final	final	ADJ
ap-1432	32	4	step	step	NOUN
ap-1432	32	5	,	,	PUNCT
ap-1432	32	6	the	the	DET
ap-1432	32	7	growth	growth	NOUN
ap-1432	32	8	rate	rate	NOUN
ap-1432	32	9	of	of	ADP
ap-1432	32	10	the	the	DET
ap-1432	32	11	matched	match	VERB
ap-1432	32	12	thickenings	thickening	NOUN
ap-1432	32	13	is	be	AUX
ap-1432	32	14	calculated	calculate	VERB
ap-1432	32	15	.	.	PUNCT
ap-1432	33	1	fig	fig	NOUN
ap-1432	33	2	.	.	PUNCT
ap-1432	34	1	1	1	NUM
ap-1432	34	2	:	:	PUNCT
ap-1432	34	3	an	an	DET
ap-1432	34	4	example	example	NOUN
ap-1432	34	5	of	of	ADP
ap-1432	34	6	typical	typical	ADJ
ap-1432	34	7	pleural	pleural	ADJ
ap-1432	34	8	thickening	thickening	NOUN
ap-1432	34	9	2	2	NUM
ap-1432	34	10	methods	method	NOUN
ap-1432	34	11	the	the	DET
ap-1432	34	12	presented	present	VERB
ap-1432	34	13	method	method	NOUN
ap-1432	34	14	is	be	AUX
ap-1432	34	15	oriented	orient	VERB
ap-1432	34	16	towards	towards	ADP
ap-1432	34	17	the	the	DET
ap-1432	34	18	human	human	ADJ
ap-1432	34	19	perception	perception	NOUN
ap-1432	34	20	.	.	PUNCT
ap-1432	35	1	as	as	SCONJ
ap-1432	35	2	shown	show	VERB
ap-1432	35	3	in	in	ADP
ap-1432	35	4	figure	figure	NOUN
ap-1432	35	5	1	1	NUM
ap-1432	35	6	,	,	PUNCT
ap-1432	35	7	thickenings	thickening	NOUN
ap-1432	35	8	can	can	AUX
ap-1432	35	9	mainly	mainly	ADV
ap-1432	35	10	be	be	AUX
ap-1432	35	11	recognized	recognize	VERB
ap-1432	35	12	by	by	ADP
ap-1432	35	13	an	an	DET
ap-1432	35	14	indention	indention	NOUN
ap-1432	35	15	of	of	ADP
ap-1432	35	16	the	the	DET
ap-1432	35	17	lung	lung	NOUN
ap-1432	35	18	surface	surface	NOUN
ap-1432	35	19	,	,	PUNCT
ap-1432	35	20	visualized	visualize	VERB
ap-1432	35	21	in	in	ADP
ap-1432	35	22	red	red	ADJ
ap-1432	35	23	,	,	PUNCT
ap-1432	35	24	compared	compare	VERB
ap-1432	35	25	to	to	ADP
ap-1432	35	26	the	the	DET
ap-1432	35	27	green	green	ADJ
ap-1432	35	28	healthy	healthy	ADJ
ap-1432	35	29	lung	lung	NOUN
ap-1432	35	30	boundary	boundary	NOUN
ap-1432	35	31	.	.	PUNCT
ap-1432	36	1	the	the	DET
ap-1432	36	2	fundamental	fundamental	ADJ
ap-1432	36	3	step	step	NOUN
ap-1432	36	4	in	in	ADP
ap-1432	36	5	the	the	DET
ap-1432	36	6	thickening	thickening	NOUN
ap-1432	36	7	detection	detection	NOUN
ap-1432	36	8	presented	present	VERB
ap-1432	36	9	here	here	ADV
ap-1432	36	10	is	be	AUX
ap-1432	36	11	to	to	PART
ap-1432	36	12	individually	individually	ADV
ap-1432	36	13	model	model	VERB
ap-1432	36	14	a	a	DET
ap-1432	36	15	virtual	virtual	ADJ
ap-1432	36	16	healthy	healthy	ADJ
ap-1432	36	17	lung	lung	NOUN
ap-1432	36	18	mask	mask	NOUN
ap-1432	36	19	ŝ	ŝ	NOUN
ap-1432	36	20	on	on	ADP
ap-1432	36	21	the	the	DET
ap-1432	36	22	lattice	lattice	NOUN
ap-1432	36	23	r	r	NOUN
ap-1432	36	24	=	=	SYM
ap-1432	36	25	{	{	PUNCT
ap-1432	36	26	(	(	PUNCT
ap-1432	36	27	x	x	NOUN
ap-1432	36	28	,	,	PUNCT
ap-1432	36	29	y	y	PROPN
ap-1432	36	30	,	,	PUNCT
ap-1432	36	31	z	z	NOUN
ap-1432	36	32	)	)	PUNCT
ap-1432	36	33	:	:	PUNCT
ap-1432	36	34	1	1	NUM
ap-1432	36	35	≤	≤	NUM
ap-1432	36	36	x	x	PUNCT
ap-1432	36	37	≤	≤	NUM
ap-1432	36	38	x	x	SYM
ap-1432	36	39	1	1	NUM
ap-1432	36	40	≤	≤	NUM
ap-1432	37	1	y	y	PROPN
ap-1432	37	2	≤	≤	NUM
ap-1432	37	3	y	y	PROPN
ap-1432	37	4	1	1	NUM
ap-1432	37	5	≤	≤	NOUN
ap-1432	37	6	z	z	NOUN
ap-1432	37	7	≤	≤	NOUN
ap-1432	38	1	z	z	NUM
ap-1432	38	2	}	}	PUNCT
ap-1432	38	3	,	,	PUNCT
ap-1432	38	4	where	where	SCONJ
ap-1432	38	5	x	x	X
ap-1432	38	6	,	,	PUNCT
ap-1432	38	7	y	y	PROPN
ap-1432	38	8	,	,	PUNCT
ap-1432	38	9	z	z	PROPN
ap-1432	38	10	are	be	AUX
ap-1432	38	11	the	the	DET
ap-1432	38	12	dimensions	dimension	NOUN
ap-1432	38	13	of	of	ADP
ap-1432	38	14	the	the	DET
ap-1432	38	15	ct	ct	NUM
ap-1432	38	16	image	image	NOUN
ap-1432	38	17	.	.	PUNCT
ap-1432	39	1	if	if	SCONJ
ap-1432	39	2	a	a	DET
ap-1432	39	3	voxel	voxel	NOUN
ap-1432	39	4	i	i	PRON
ap-1432	39	5	∈	∈	PROPN
ap-1432	39	6	r	r	NOUN
ap-1432	39	7	is	be	AUX
ap-1432	39	8	located	locate	VERB
ap-1432	39	9	inside	inside	ADP
ap-1432	39	10	the	the	DET
ap-1432	39	11	lung	lung	NOUN
ap-1432	39	12	,	,	PUNCT
ap-1432	39	13	s(i	s(i	PROPN
ap-1432	39	14	)	)	PUNCT
ap-1432	39	15	=	=	PUNCT
ap-1432	39	16	1	1	NUM
ap-1432	39	17	applies	apply	VERB
ap-1432	39	18	,	,	PUNCT
ap-1432	39	19	and	and	CCONJ
ap-1432	39	20	if	if	SCONJ
ap-1432	39	21	it	it	PRON
ap-1432	39	22	is	be	AUX
ap-1432	39	23	located	locate	VERB
ap-1432	39	24	outside	outside	ADP
ap-1432	39	25	the	the	DET
ap-1432	39	26	lung	lung	NOUN
ap-1432	39	27	,	,	PUNCT
ap-1432	39	28	s(i	s(i	PROPN
ap-1432	39	29	)	)	PUNCT
ap-1432	39	30	=	=	SYM
ap-1432	39	31	0	0	NUM
ap-1432	40	1	applies	apply	VERB
ap-1432	40	2	.	.	PUNCT
ap-1432	41	1	an	an	DET
ap-1432	41	2	older	old	ADJ
ap-1432	41	3	approach	approach	NOUN
ap-1432	41	4	[	[	X
ap-1432	41	5	6	6	NUM
ap-1432	41	6	]	]	PUNCT
ap-1432	41	7	generates	generate	VERB
ap-1432	41	8	the	the	DET
ap-1432	41	9	healthy	healthy	ADJ
ap-1432	41	10	lung	lung	NOUN
ap-1432	41	11	model	model	NOUN
ap-1432	41	12	analyzing	analyze	VERB
ap-1432	41	13	the	the	DET
ap-1432	41	14	ct	ct	PROPN
ap-1432	41	15	data	datum	NOUN
ap-1432	41	16	in	in	ADP
ap-1432	41	17	the	the	DET
ap-1432	41	18	transverse	transverse	NOUN
ap-1432	41	19	39	39	NUM
ap-1432	41	20	acta	acta	PROPN
ap-1432	41	21	polytechnica	polytechnica	PROPN
ap-1432	41	22	vol	vol	NOUN
ap-1432	41	23	.	.	PUNCT
ap-1432	42	1	51	51	NUM
ap-1432	42	2	no	no	NOUN
ap-1432	42	3	.	.	PUNCT
ap-1432	43	1	5/2011	5/2011	NUM
ap-1432	43	2	planes	plane	NOUN
ap-1432	43	3	(	(	PUNCT
ap-1432	43	4	here	here	ADV
ap-1432	43	5	:	:	PUNCT
ap-1432	43	6	fixed	fix	VERB
ap-1432	43	7	z	z	PROPN
ap-1432	43	8	)	)	PUNCT
ap-1432	43	9	slice	slice	NOUN
ap-1432	43	10	by	by	ADP
ap-1432	43	11	slice	slice	NOUN
ap-1432	43	12	.	.	PUNCT
ap-1432	44	1	the	the	DET
ap-1432	44	2	surrounding	surround	VERB
ap-1432	44	3	slices	slice	NOUN
ap-1432	44	4	are	be	AUX
ap-1432	44	5	only	only	ADV
ap-1432	44	6	considered	consider	VERB
ap-1432	44	7	for	for	ADP
ap-1432	44	8	the	the	DET
ap-1432	44	9	postprocessing	postprocessing	NOUN
ap-1432	44	10	.	.	PUNCT
ap-1432	45	1	thickenings	thickening	NOUN
ap-1432	45	2	which	which	PRON
ap-1432	45	3	are	be	AUX
ap-1432	45	4	mainly	mainly	ADV
ap-1432	45	5	visible	visible	ADJ
ap-1432	45	6	from	from	ADP
ap-1432	45	7	a	a	DET
ap-1432	45	8	sagittal	sagittal	ADJ
ap-1432	45	9	plane	plane	NOUN
ap-1432	45	10	(	(	PUNCT
ap-1432	45	11	here	here	ADV
ap-1432	45	12	:	:	PUNCT
ap-1432	45	13	fixed	fix	VERB
ap-1432	45	14	x	x	NOUN
ap-1432	45	15	)	)	PUNCT
ap-1432	45	16	or	or	CCONJ
ap-1432	45	17	from	from	ADP
ap-1432	45	18	a	a	DET
ap-1432	45	19	coronal	coronal	ADJ
ap-1432	45	20	plane	plane	NOUN
ap-1432	45	21	(	(	PUNCT
ap-1432	45	22	here	here	ADV
ap-1432	45	23	:	:	PUNCT
ap-1432	45	24	fixed	fix	VERB
ap-1432	45	25	y	y	PROPN
ap-1432	45	26	)	)	PUNCT
ap-1432	45	27	,	,	PUNCT
ap-1432	45	28	as	as	SCONJ
ap-1432	45	29	shown	show	VERB
ap-1432	45	30	in	in	ADP
ap-1432	45	31	figure	figure	NOUN
ap-1432	45	32	2	2	NUM
ap-1432	45	33	,	,	PUNCT
ap-1432	45	34	are	be	AUX
ap-1432	45	35	not	not	PART
ap-1432	45	36	reliably	reliably	ADV
ap-1432	45	37	detected	detect	VERB
ap-1432	45	38	.	.	PUNCT
ap-1432	46	1	to	to	PART
ap-1432	46	2	overcome	overcome	VERB
ap-1432	46	3	this	this	DET
ap-1432	46	4	uncertainty	uncertainty	NOUN
ap-1432	46	5	,	,	PUNCT
ap-1432	46	6	the	the	DET
ap-1432	46	7	new	new	ADJ
ap-1432	46	8	method	method	NOUN
ap-1432	46	9	models	model	VERB
ap-1432	46	10	a	a	DET
ap-1432	46	11	3d	3d	NUM
ap-1432	46	12	healthy	healthy	ADJ
ap-1432	46	13	lung	lung	NOUN
ap-1432	46	14	to	to	PART
ap-1432	46	15	detect	detect	VERB
ap-1432	46	16	potential	potential	ADJ
ap-1432	46	17	thickenings	thickening	NOUN
ap-1432	46	18	.	.	PUNCT
ap-1432	47	1	the	the	DET
ap-1432	47	2	difference	difference	NOUN
ap-1432	47	3	between	between	ADP
ap-1432	47	4	thickenings	thickening	NOUN
ap-1432	47	5	and	and	CCONJ
ap-1432	47	6	a	a	DET
ap-1432	47	7	healthy	healthy	ADJ
ap-1432	47	8	lung	lung	NOUN
ap-1432	47	9	surface	surface	NOUN
ap-1432	47	10	can	can	AUX
ap-1432	47	11	mainly	mainly	ADV
ap-1432	47	12	be	be	AUX
ap-1432	47	13	described	describe	VERB
ap-1432	47	14	by	by	ADP
ap-1432	47	15	an	an	DET
ap-1432	47	16	indention	indention	NOUN
ap-1432	47	17	of	of	ADP
ap-1432	47	18	the	the	DET
ap-1432	47	19	detected	detect	VERB
ap-1432	47	20	lung	lung	NOUN
ap-1432	47	21	surface	surface	NOUN
ap-1432	47	22	in	in	ADP
ap-1432	47	23	the	the	DET
ap-1432	47	24	direction	direction	NOUN
ap-1432	47	25	of	of	ADP
ap-1432	47	26	the	the	DET
ap-1432	47	27	lung	lung	NOUN
ap-1432	47	28	center	center	NOUN
ap-1432	47	29	.	.	PUNCT
ap-1432	48	1	mathematically	mathematically	ADV
ap-1432	48	2	expressed	express	VERB
ap-1432	48	3	,	,	PUNCT
ap-1432	48	4	let	let	VERB
ap-1432	48	5	{	{	PUNCT
ap-1432	48	6	p1,p2	p1,p2	PROPN
ap-1432	48	7	}	}	PUNCT
ap-1432	48	8	⊂	⊂	PRON
ap-1432	48	9	rl	rl	AUX
ap-1432	48	10	be	be	AUX
ap-1432	48	11	any	any	DET
ap-1432	48	12	two	two	NUM
ap-1432	48	13	points	point	NOUN
ap-1432	48	14	of	of	ADP
ap-1432	48	15	the	the	DET
ap-1432	48	16	thickening	thickening	NOUN
ap-1432	48	17	boundary	boundary	NOUN
ap-1432	48	18	,	,	PUNCT
ap-1432	48	19	with	with	ADP
ap-1432	48	20	rl	rl	ADP
ap-1432	48	21	=	=	SYM
ap-1432	48	22	{	{	PUNCT
ap-1432	48	23	i	i	NOUN
ap-1432	48	24	:	:	PUNCT
ap-1432	48	25	i	i	PROPN
ap-1432	48	26	∈	∈	PROPN
ap-1432	48	27	r;s(i	r;s(i	NOUN
ap-1432	48	28	)	)	PUNCT
ap-1432	49	1	=	=	PUNCT
ap-1432	49	2	1	1	NUM
ap-1432	49	3	}	}	PUNCT
ap-1432	49	4	.	.	PUNCT
ap-1432	50	1	the	the	DET
ap-1432	50	2	direct	direct	ADJ
ap-1432	50	3	connection	connection	NOUN
ap-1432	50	4	d	d	NOUN
ap-1432	50	5	=	=	PRON
ap-1432	50	6	{	{	PUNCT
ap-1432	50	7	tp1+(1−t)p2	tp1+(1−t)p2	PUNCT
ap-1432	50	8	:	:	PUNCT
ap-1432	50	9	t	t	PROPN
ap-1432	50	10	∈	∈	PROPN
ap-1432	51	1	[	[	X
ap-1432	51	2	0	0	NUM
ap-1432	51	3	,	,	PUNCT
ap-1432	51	4	1	1	NUM
ap-1432	51	5	]	]	PUNCT
ap-1432	51	6	}	}	PUNCT
ap-1432	51	7	is	be	AUX
ap-1432	51	8	not	not	PART
ap-1432	51	9	fully	fully	ADV
ap-1432	51	10	covered	cover	VERB
ap-1432	51	11	by	by	ADP
ap-1432	51	12	the	the	DET
ap-1432	51	13	lung	lung	NOUN
ap-1432	51	14	mask	mask	NOUN
ap-1432	51	15	,	,	PUNCT
ap-1432	51	16	hence	hence	ADV
ap-1432	51	17	∃d	∃d	PROPN
ap-1432	51	18	s(d	s(d	NOUN
ap-1432	51	19	)	)	PUNCT
ap-1432	51	20	=	=	SYM
ap-1432	52	1	0;d	0;d	NUM
ap-1432	52	2	∈	∈	PROPN
ap-1432	52	3	d.	d.	NOUN
ap-1432	52	4	this	this	DET
ap-1432	52	5	definition	definition	NOUN
ap-1432	52	6	is	be	AUX
ap-1432	52	7	similar	similar	ADJ
ap-1432	52	8	to	to	ADP
ap-1432	52	9	the	the	DET
ap-1432	52	10	definition	definition	NOUN
ap-1432	52	11	of	of	ADP
ap-1432	52	12	a	a	DET
ap-1432	52	13	convex	convex	NOUN
ap-1432	52	14	hull	hull	NOUN
ap-1432	52	15	,	,	PUNCT
ap-1432	52	16	whereas	whereas	SCONJ
ap-1432	52	17	∀d	∀d	PROPN
ap-1432	52	18	s(d	s(d	NOUN
ap-1432	52	19	)	)	PUNCT
ap-1432	52	20	=	=	SYM
ap-1432	53	1	1;d	1;d	NUM
ap-1432	53	2	∈	∈	NOUN
ap-1432	53	3	d	d	NOUN
ap-1432	53	4	holds	hold	VERB
ap-1432	53	5	for	for	ADP
ap-1432	53	6	all	all	DET
ap-1432	53	7	points	point	NOUN
ap-1432	53	8	{	{	PUNCT
ap-1432	53	9	p1,p2	p1,p2	PROPN
ap-1432	53	10	}	}	PUNCT
ap-1432	53	11	of	of	ADP
ap-1432	53	12	the	the	DET
ap-1432	53	13	lung	lung	NOUN
ap-1432	53	14	mask	mask	NOUN
ap-1432	53	15	.	.	PUNCT
ap-1432	54	1	in	in	ADP
ap-1432	54	2	a	a	DET
ap-1432	54	3	closed	closed	ADJ
ap-1432	54	4	form	form	NOUN
ap-1432	54	5	,	,	PUNCT
ap-1432	54	6	a	a	DET
ap-1432	54	7	convex	convex	NOUN
ap-1432	54	8	hull	hull	NOUN
ap-1432	54	9	of	of	ADP
ap-1432	54	10	the	the	DET
ap-1432	54	11	lung	lung	NOUN
ap-1432	54	12	model	model	NOUN
ap-1432	54	13	is	be	AUX
ap-1432	54	14	given	give	VERB
ap-1432	54	15	by	by	ADP
ap-1432	54	16	conv(rl	conv(rl	ADV
ap-1432	54	17	)	)	PUNCT
ap-1432	54	18	=	=	SYM
ap-1432	54	19	{	{	PUNCT
ap-1432	54	20	∑	∑	PROPN
ap-1432	54	21	i∈r	i∈r	VERB
ap-1432	54	22	ai	ai	NOUN
ap-1432	54	23	·	·	PUNCT
ap-1432	54	24	i	i	PRON
ap-1432	54	25	:	:	PUNCT
ap-1432	54	26	∑	∑	PUNCT
ap-1432	54	27	i∈r	i∈r	VERB
ap-1432	54	28	ai	ai	NOUN
ap-1432	54	29	=	=	ADJ
ap-1432	54	30	1	1	NUM
ap-1432	54	31	;	;	PUNCT
ap-1432	54	32	ai	ai	VERB
ap-1432	54	33	≥	≥	NOUN
ap-1432	54	34	0	0	NUM
ap-1432	54	35	}	}	PUNCT
ap-1432	54	36	.	.	PUNCT
ap-1432	55	1	(	(	PUNCT
ap-1432	55	2	1	1	X
ap-1432	55	3	)	)	PUNCT
ap-1432	55	4	using	use	VERB
ap-1432	55	5	this	this	DET
ap-1432	55	6	knowledge	knowledge	NOUN
ap-1432	55	7	,	,	PUNCT
ap-1432	55	8	a	a	DET
ap-1432	55	9	healthy	healthy	ADJ
ap-1432	55	10	lung	lung	NOUN
ap-1432	55	11	is	be	AUX
ap-1432	55	12	modeled	model	VERB
ap-1432	55	13	by	by	ADP
ap-1432	55	14	generating	generate	VERB
ap-1432	55	15	a	a	DET
ap-1432	55	16	convex	convex	NOUN
ap-1432	55	17	hull	hull	NOUN
ap-1432	55	18	of	of	ADP
ap-1432	55	19	the	the	DET
ap-1432	55	20	actual	actual	ADJ
ap-1432	55	21	lung	lung	NOUN
ap-1432	55	22	mask	mask	NOUN
ap-1432	55	23	.	.	PUNCT
ap-1432	56	1	thickenings	thickening	NOUN
ap-1432	56	2	are	be	AUX
ap-1432	56	3	normally	normally	ADV
ap-1432	56	4	limited	limit	VERB
ap-1432	56	5	to	to	ADP
ap-1432	56	6	a	a	DET
ap-1432	56	7	small	small	ADJ
ap-1432	56	8	surface	surface	NOUN
ap-1432	56	9	area	area	NOUN
ap-1432	56	10	,	,	PUNCT
ap-1432	56	11	while	while	SCONJ
ap-1432	56	12	other	other	ADJ
ap-1432	56	13	anatomical	anatomical	ADJ
ap-1432	56	14	structures	structure	NOUN
ap-1432	56	15	,	,	PUNCT
ap-1432	56	16	e.g.	e.g.	ADV
ap-1432	56	17	ribs	rib	NOUN
ap-1432	56	18	,	,	PUNCT
ap-1432	56	19	have	have	VERB
ap-1432	56	20	a	a	DET
ap-1432	56	21	more	more	ADV
ap-1432	56	22	global	global	ADJ
ap-1432	56	23	effect	effect	NOUN
ap-1432	56	24	on	on	ADP
ap-1432	56	25	the	the	DET
ap-1432	56	26	shape	shape	NOUN
ap-1432	56	27	of	of	ADP
ap-1432	56	28	the	the	DET
ap-1432	56	29	lung	lung	NOUN
ap-1432	56	30	.	.	PUNCT
ap-1432	57	1	a	a	DET
ap-1432	57	2	convex	convex	ADJ
ap-1432	57	3	hull	hull	NOUN
ap-1432	57	4	of	of	ADP
ap-1432	57	5	the	the	DET
ap-1432	57	6	whole	whole	ADJ
ap-1432	57	7	lung	lung	NOUN
ap-1432	57	8	mask	mask	NOUN
ap-1432	57	9	not	not	PART
ap-1432	57	10	only	only	ADV
ap-1432	57	11	removes	remove	VERB
ap-1432	57	12	thickenings	thickening	NOUN
ap-1432	57	13	,	,	PUNCT
ap-1432	57	14	but	but	CCONJ
ap-1432	57	15	yields	yield	VERB
ap-1432	57	16	an	an	DET
ap-1432	57	17	anatomically	anatomically	ADV
ap-1432	57	18	strongly	strongly	ADV
ap-1432	57	19	altered	alter	VERB
ap-1432	57	20	lung	lung	NOUN
ap-1432	57	21	model	model	NOUN
ap-1432	57	22	.	.	PUNCT
ap-1432	58	1	a	a	DET
ap-1432	58	2	concept	concept	NOUN
ap-1432	58	3	called	call	VERB
ap-1432	58	4	a	a	DET
ap-1432	58	5	sliding	slide	VERB
ap-1432	58	6	convex	convex	NOUN
ap-1432	58	7	hull	hull	NOUN
ap-1432	58	8	is	be	AUX
ap-1432	58	9	introduced	introduce	VERB
ap-1432	58	10	to	to	PART
ap-1432	58	11	model	model	VERB
ap-1432	58	12	the	the	DET
ap-1432	58	13	healthy	healthy	ADJ
ap-1432	58	14	lung	lung	NOUN
ap-1432	58	15	.	.	PUNCT
ap-1432	59	1	instead	instead	ADV
ap-1432	59	2	of	of	ADP
ap-1432	59	3	computing	compute	VERB
ap-1432	59	4	the	the	DET
ap-1432	59	5	convex	convex	PROPN
ap-1432	59	6	hull	hull	NOUN
ap-1432	59	7	of	of	ADP
ap-1432	59	8	the	the	DET
ap-1432	59	9	complete	complete	ADJ
ap-1432	59	10	lung	lung	NOUN
ap-1432	59	11	conv(rl	conv(rl	NOUN
ap-1432	59	12	)	)	PUNCT
ap-1432	59	13	,	,	PUNCT
ap-1432	59	14	the	the	DET
ap-1432	59	15	healthy	healthy	ADJ
ap-1432	59	16	lung	lung	NOUN
ap-1432	59	17	r̂l	r̂l	NOUN
ap-1432	59	18	is	be	AUX
ap-1432	59	19	modeled	model	VERB
ap-1432	59	20	,	,	PUNCT
ap-1432	59	21	calculating	calculate	VERB
ap-1432	59	22	the	the	DET
ap-1432	59	23	convex	convex	NOUN
ap-1432	59	24	hull	hull	NOUN
ap-1432	59	25	for	for	ADP
ap-1432	59	26	each	each	DET
ap-1432	59	27	slice	slice	NOUN
ap-1432	59	28	using	use	VERB
ap-1432	59	29	n	n	CCONJ
ap-1432	59	30	surrounding	surround	VERB
ap-1432	59	31	slices	slice	NOUN
ap-1432	59	32	in	in	ADP
ap-1432	59	33	each	each	DET
ap-1432	59	34	direction	direction	NOUN
ap-1432	59	35	.	.	PUNCT
ap-1432	60	1	in	in	ADP
ap-1432	60	2	a	a	DET
ap-1432	60	3	closed	closed	ADJ
ap-1432	60	4	form	form	NOUN
ap-1432	60	5	,	,	PUNCT
ap-1432	60	6	this	this	PRON
ap-1432	60	7	can	can	AUX
ap-1432	60	8	be	be	AUX
ap-1432	60	9	expressed	express	VERB
ap-1432	60	10	by	by	ADP
ap-1432	60	11	r̂l=	r̂l=	PROPN
ap-1432	60	12	z⋃	z⋃	PROPN
ap-1432	60	13	ζ=1	ζ=1	PROPN
ap-1432	60	14	conv(rl	conv(rl	PROPN
ap-1432	60	15	,	,	PUNCT
ap-1432	60	16	z)∩{i	z)∩{i	X
ap-1432	60	17	=	=	SYM
ap-1432	60	18	(	(	PUNCT
ap-1432	60	19	x	x	X
ap-1432	60	20	,	,	PUNCT
ap-1432	60	21	y	y	PROPN
ap-1432	60	22	,	,	PUNCT
ap-1432	60	23	z	z	PROPN
ap-1432	60	24	):	):	PUNCT
ap-1432	60	25	i	i	PRON
ap-1432	60	26	∈	∈	PROPN
ap-1432	60	27	r	r	NOUN
ap-1432	60	28	;	;	PUNCT
ap-1432	60	29	z	z	NOUN
ap-1432	60	30	=	=	SYM
ap-1432	60	31	ζ	ζ	NOUN
ap-1432	60	32	}	}	PUNCT
ap-1432	60	33	,	,	PUNCT
ap-1432	60	34	(	(	PUNCT
ap-1432	60	35	2	2	X
ap-1432	60	36	)	)	PUNCT
ap-1432	60	37	where	where	SCONJ
ap-1432	60	38	rl	rl	X
ap-1432	60	39	,	,	PUNCT
ap-1432	60	40	z	z	PROPN
ap-1432	60	41	=	=	SYM
ap-1432	60	42	{	{	PUNCT
ap-1432	60	43	i	i	NOUN
ap-1432	60	44	=	=	SYM
ap-1432	60	45	(	(	PUNCT
ap-1432	60	46	x	x	X
ap-1432	60	47	,	,	PUNCT
ap-1432	60	48	y	y	PROPN
ap-1432	60	49	,	,	PUNCT
ap-1432	60	50	z	z	NOUN
ap-1432	60	51	)	)	PUNCT
ap-1432	60	52	:	:	PUNCT
ap-1432	60	53	i	i	PRON
ap-1432	60	54	∈	∈	VERB
ap-1432	60	55	rl	rl	X
ap-1432	60	56	;	;	PUNCT
ap-1432	60	57	|z	|z	PROPN
ap-1432	61	1	−	−	PROPN
ap-1432	61	2	ζ|	ζ|	PROPN
ap-1432	61	3	<	<	X
ap-1432	61	4	=	=	PROPN
ap-1432	61	5	n	n	CCONJ
ap-1432	61	6	}	}	PUNCT
ap-1432	61	7	are	be	AUX
ap-1432	61	8	the	the	DET
ap-1432	61	9	surrounding	surround	VERB
ap-1432	61	10	slices	slice	NOUN
ap-1432	61	11	.	.	PUNCT
ap-1432	62	1	parameter	parameter	PROPN
ap-1432	62	2	n	n	PROPN
ap-1432	62	3	controls	control	VERB
ap-1432	62	4	the	the	DET
ap-1432	62	5	spatial	spatial	ADJ
ap-1432	62	6	extension	extension	NOUN
ap-1432	62	7	of	of	ADP
ap-1432	62	8	the	the	DET
ap-1432	62	9	considered	consider	VERB
ap-1432	62	10	thickenings	thickening	NOUN
ap-1432	62	11	.	.	PUNCT
ap-1432	63	1	the	the	DET
ap-1432	63	2	use	use	NOUN
ap-1432	63	3	of	of	ADP
ap-1432	63	4	n	n	NOUN
ap-1432	63	5	=	=	SYM
ap-1432	63	6	1	1	NUM
ap-1432	63	7	limits	limit	VERB
ap-1432	63	8	the	the	DET
ap-1432	63	9	approach	approach	NOUN
ap-1432	63	10	to	to	ADP
ap-1432	63	11	a	a	DET
ap-1432	63	12	two	two	NUM
ap-1432	63	13	-	-	PUNCT
ap-1432	63	14	dimensional	dimensional	ADJ
ap-1432	63	15	slice	slice	NOUN
ap-1432	63	16	by	by	ADP
ap-1432	63	17	slice	slice	NOUN
ap-1432	63	18	analysis	analysis	NOUN
ap-1432	63	19	,	,	PUNCT
ap-1432	63	20	and	and	CCONJ
ap-1432	63	21	n	n	CCONJ
ap-1432	63	22	=	=	NOUN
ap-1432	63	23	z	z	NOUN
ap-1432	63	24	is	be	AUX
ap-1432	63	25	identical	identical	ADJ
ap-1432	63	26	with	with	ADP
ap-1432	63	27	computing	compute	VERB
ap-1432	63	28	a	a	DET
ap-1432	63	29	convex	convex	NOUN
ap-1432	63	30	hull	hull	NOUN
ap-1432	63	31	of	of	ADP
ap-1432	63	32	the	the	DET
ap-1432	63	33	whole	whole	ADJ
ap-1432	63	34	lung	lung	NOUN
ap-1432	63	35	.	.	PUNCT
ap-1432	64	1	the	the	DET
ap-1432	64	2	results	result	NOUN
ap-1432	64	3	for	for	ADP
ap-1432	64	4	applying	apply	VERB
ap-1432	64	5	the	the	DET
ap-1432	64	6	sliding	slide	VERB
ap-1432	64	7	convex	convex	NOUN
ap-1432	64	8	hull	hull	NOUN
ap-1432	64	9	with	with	ADP
ap-1432	64	10	different	different	ADJ
ap-1432	64	11	values	value	NOUN
ap-1432	64	12	for	for	ADP
ap-1432	64	13	n	n	NOUN
ap-1432	64	14	are	be	AUX
ap-1432	64	15	shown	show	VERB
ap-1432	64	16	in	in	ADP
ap-1432	64	17	figure	figure	NOUN
ap-1432	64	18	4	4	NUM
ap-1432	64	19	.	.	PUNCT
ap-1432	65	1	the	the	DET
ap-1432	65	2	lung	lung	NOUN
ap-1432	65	3	mask	mask	NOUN
ap-1432	65	4	image	image	NOUN
ap-1432	65	5	is	be	AUX
ap-1432	65	6	provided	provide	VERB
ap-1432	65	7	by	by	ADP
ap-1432	65	8	the	the	DET
ap-1432	65	9	mapping	mapping	NOUN
ap-1432	65	10	ŝ(i	ŝ(i	NUM
ap-1432	65	11	)	)	PUNCT
ap-1432	65	12	=	=	NOUN
ap-1432	65	13	{	{	PUNCT
ap-1432	65	14	1	1	NUM
ap-1432	65	15	,	,	PUNCT
ap-1432	65	16	if	if	SCONJ
ap-1432	65	17	i	i	PRON
ap-1432	65	18	∈	∈	VERB
ap-1432	65	19	r̂l	r̂l	VERB
ap-1432	65	20	0	0	NUM
ap-1432	65	21	,	,	PUNCT
ap-1432	65	22	else	else	ADV
ap-1432	65	23	.	.	PUNCT
ap-1432	66	1	(	(	PUNCT
ap-1432	66	2	3	3	X
ap-1432	66	3	)	)	PUNCT
ap-1432	66	4	the	the	DET
ap-1432	66	5	principle	principle	NOUN
ap-1432	66	6	is	be	AUX
ap-1432	66	7	visualized	visualize	VERB
ap-1432	66	8	in	in	ADP
ap-1432	66	9	figure	figure	NOUN
ap-1432	66	10	3	3	NUM
ap-1432	66	11	with	with	ADP
ap-1432	66	12	the	the	DET
ap-1432	66	13	used	use	VERB
ap-1432	66	14	range	range	NOUN
ap-1432	66	15	of	of	ADP
ap-1432	66	16	slices	slice	NOUN
ap-1432	66	17	(	(	PUNCT
ap-1432	66	18	z	z	NOUN
ap-1432	66	19	−	−	PROPN
ap-1432	66	20	n	n	CCONJ
ap-1432	66	21	)	)	PUNCT
ap-1432	66	22	.	.	PUNCT
ap-1432	66	23	.	.	PUNCT
ap-1432	67	1	.	.	PUNCT
ap-1432	68	1	(	(	PUNCT
ap-1432	68	2	z	z	NOUN
ap-1432	68	3	+	+	CCONJ
ap-1432	68	4	n	n	CCONJ
ap-1432	68	5	)	)	PUNCT
ap-1432	68	6	shown	show	VERB
ap-1432	68	7	in	in	ADP
ap-1432	68	8	blue	blue	ADJ
ap-1432	68	9	and	and	CCONJ
ap-1432	68	10	the	the	DET
ap-1432	68	11	actual	actual	ADJ
ap-1432	68	12	slice	slice	NOUN
ap-1432	68	13	z	z	PROPN
ap-1432	68	14	shown	show	VERB
ap-1432	68	15	in	in	ADP
ap-1432	68	16	red	red	PROPN
ap-1432	68	17	.	.	PUNCT
ap-1432	69	1	fig	fig	NOUN
ap-1432	69	2	.	.	PUNCT
ap-1432	70	1	2	2	NUM
ap-1432	70	2	:	:	PUNCT
ap-1432	70	3	example	example	NOUN
ap-1432	70	4	of	of	ADP
ap-1432	70	5	a	a	DET
ap-1432	70	6	pleural	pleural	ADJ
ap-1432	70	7	thickening	thickening	NOUN
ap-1432	70	8	not	not	PART
ap-1432	70	9	clearly	clearly	ADV
ap-1432	70	10	visible	visible	ADJ
ap-1432	70	11	in	in	ADP
ap-1432	70	12	the	the	DET
ap-1432	70	13	transverse	transverse	NOUN
ap-1432	70	14	plane	plane	NOUN
ap-1432	70	15	,	,	PUNCT
ap-1432	70	16	but	but	CCONJ
ap-1432	70	17	visible	visible	ADJ
ap-1432	70	18	in	in	ADP
ap-1432	70	19	the	the	DET
ap-1432	70	20	sagittal	sagittal	ADJ
ap-1432	70	21	and	and	CCONJ
ap-1432	70	22	coronal	coronal	ADJ
ap-1432	70	23	plane	plane	NOUN
ap-1432	70	24	fig	fig	NOUN
ap-1432	70	25	.	.	PUNCT
ap-1432	71	1	3	3	NUM
ap-1432	71	2	:	:	PUNCT
ap-1432	71	3	the	the	DET
ap-1432	71	4	sliding	slide	VERB
ap-1432	71	5	convex	convex	ADJ
ap-1432	71	6	hull	hull	NOUN
ap-1432	71	7	principle	principle	NOUN
ap-1432	71	8	40	40	NUM
ap-1432	71	9	acta	acta	PROPN
ap-1432	71	10	polytechnica	polytechnica	PROPN
ap-1432	71	11	vol	vol	NOUN
ap-1432	71	12	.	.	PUNCT
ap-1432	72	1	51	51	NUM
ap-1432	72	2	no	no	NOUN
ap-1432	72	3	.	.	PUNCT
ap-1432	73	1	5/2011	5/2011	NUM
ap-1432	73	2	n	n	NOUN
ap-1432	73	3	=	=	SYM
ap-1432	73	4	0	0	NUM
ap-1432	73	5	n	n	NOUN
ap-1432	73	6	=	=	SYM
ap-1432	73	7	20	20	NUM
ap-1432	73	8	n	n	NOUN
ap-1432	73	9	=	=	SYM
ap-1432	73	10	z	z	NOUN
ap-1432	73	11	fig	fig	NOUN
ap-1432	73	12	.	.	PUNCT
ap-1432	74	1	4	4	NUM
ap-1432	74	2	:	:	PUNCT
ap-1432	74	3	results	result	NOUN
ap-1432	74	4	for	for	ADP
ap-1432	74	5	different	different	ADJ
ap-1432	74	6	parameter	parameter	NOUN
ap-1432	74	7	settings	setting	NOUN
ap-1432	74	8	of	of	ADP
ap-1432	74	9	n	n	PRON
ap-1432	74	10	the	the	DET
ap-1432	74	11	differential	differential	ADJ
ap-1432	74	12	image	image	NOUN
ap-1432	74	13	ŝ(i)∧¬s(i	ŝ(i)∧¬s(i	NOUN
ap-1432	74	14	)	)	PUNCT
ap-1432	74	15	,	,	PUNCT
ap-1432	74	16	i	i	PRON
ap-1432	74	17	∈	∈	NOUN
ap-1432	74	18	r	r	NOUN
ap-1432	74	19	includes	include	VERB
ap-1432	74	20	all	all	DET
ap-1432	74	21	detectable	detectable	ADJ
ap-1432	74	22	thickenings	thickening	NOUN
ap-1432	74	23	.	.	PUNCT
ap-1432	75	1	in	in	ADP
ap-1432	75	2	addition	addition	NOUN
ap-1432	75	3	,	,	PUNCT
ap-1432	75	4	it	it	PRON
ap-1432	75	5	contains	contain	VERB
ap-1432	75	6	other	other	ADJ
ap-1432	75	7	anatomical	anatomical	ADJ
ap-1432	75	8	indentions	indention	NOUN
ap-1432	75	9	as	as	SCONJ
ap-1432	75	10	shown	show	VERB
ap-1432	75	11	overlaid	overlay	VERB
ap-1432	75	12	in	in	ADP
ap-1432	75	13	figure	figure	NOUN
ap-1432	75	14	5	5	NUM
ap-1432	75	15	,	,	PUNCT
ap-1432	75	16	e.g.	e.g.	ADV
ap-1432	75	17	the	the	DET
ap-1432	75	18	ribs	rib	NOUN
ap-1432	75	19	,	,	PUNCT
ap-1432	75	20	the	the	DET
ap-1432	75	21	bronchial	bronchial	ADJ
ap-1432	75	22	tree	tree	NOUN
ap-1432	75	23	and	and	CCONJ
ap-1432	75	24	the	the	DET
ap-1432	75	25	lobar	lobar	ADJ
ap-1432	75	26	fissure	fissure	NOUN
ap-1432	75	27	.	.	PUNCT
ap-1432	76	1	these	these	DET
ap-1432	76	2	structures	structure	NOUN
ap-1432	76	3	usually	usually	ADV
ap-1432	76	4	consist	consist	VERB
ap-1432	76	5	of	of	ADP
ap-1432	76	6	huge	huge	ADJ
ap-1432	76	7	segments	segment	NOUN
ap-1432	76	8	.	.	PUNCT
ap-1432	77	1	the	the	DET
ap-1432	77	2	removal	removal	NOUN
ap-1432	77	3	of	of	ADP
ap-1432	77	4	large	large	ADJ
ap-1432	77	5	segments	segment	NOUN
ap-1432	77	6	would	would	AUX
ap-1432	77	7	also	also	ADV
ap-1432	77	8	discard	discard	VERB
ap-1432	77	9	all	all	DET
ap-1432	77	10	thickenings	thickening	NOUN
ap-1432	77	11	located	locate	VERB
ap-1432	77	12	in	in	ADP
ap-1432	77	13	these	these	DET
ap-1432	77	14	anatomical	anatomical	ADJ
ap-1432	77	15	regions	region	NOUN
ap-1432	77	16	.	.	PUNCT
ap-1432	78	1	the	the	DET
ap-1432	78	2	thickenings	thickening	NOUN
ap-1432	78	3	however	however	ADV
ap-1432	78	4	express	express	VERB
ap-1432	78	5	their	their	PRON
ap-1432	78	6	particular	particular	ADJ
ap-1432	78	7	nature	nature	NOUN
ap-1432	78	8	by	by	ADP
ap-1432	78	9	almost	almost	ADV
ap-1432	78	10	never	never	ADV
ap-1432	78	11	appearing	appear	VERB
ap-1432	78	12	on	on	ADP
ap-1432	78	13	the	the	DET
ap-1432	78	14	bronchial	bronchial	ADJ
ap-1432	78	15	tree	tree	NOUN
ap-1432	78	16	and	and	CCONJ
ap-1432	78	17	the	the	DET
ap-1432	78	18	lobar	lobar	ADJ
ap-1432	78	19	fissure	fissure	NOUN
ap-1432	78	20	[	[	X
ap-1432	78	21	7	7	NUM
ap-1432	78	22	]	]	PUNCT
ap-1432	78	23	.	.	PUNCT
ap-1432	79	1	all	all	DET
ap-1432	79	2	other	other	ADJ
ap-1432	79	3	regions	region	NOUN
ap-1432	79	4	of	of	ADP
ap-1432	79	5	the	the	DET
ap-1432	79	6	lung	lung	NOUN
ap-1432	79	7	surface	surface	NOUN
ap-1432	79	8	contain	contain	VERB
ap-1432	79	9	only	only	ADV
ap-1432	79	10	relatively	relatively	ADV
ap-1432	79	11	flat	flat	ADJ
ap-1432	79	12	anatomical	anatomical	ADJ
ap-1432	79	13	structures	structure	NOUN
ap-1432	79	14	like	like	ADP
ap-1432	79	15	ribs	rib	NOUN
ap-1432	79	16	,	,	PUNCT
ap-1432	79	17	the	the	DET
ap-1432	79	18	backbone	backbone	NOUN
ap-1432	79	19	and	and	CCONJ
ap-1432	79	20	lobar	lobar	ADJ
ap-1432	79	21	fissures	fissure	NOUN
ap-1432	79	22	.	.	PUNCT
ap-1432	80	1	the	the	DET
ap-1432	80	2	undesired	undesired	ADJ
ap-1432	80	3	detection	detection	NOUN
ap-1432	80	4	of	of	ADP
ap-1432	80	5	these	these	DET
ap-1432	80	6	flat	flat	ADJ
ap-1432	80	7	regions	region	NOUN
ap-1432	80	8	can	can	AUX
ap-1432	80	9	be	be	AUX
ap-1432	80	10	suppressed	suppress	VERB
ap-1432	80	11	by	by	ADP
ap-1432	80	12	virtually	virtually	ADV
ap-1432	80	13	shrinking	shrink	VERB
ap-1432	80	14	the	the	DET
ap-1432	80	15	healthy	healthy	ADJ
ap-1432	80	16	lung	lung	NOUN
ap-1432	80	17	model	model	NOUN
ap-1432	80	18	,	,	PUNCT
ap-1432	80	19	using	use	VERB
ap-1432	80	20	the	the	DET
ap-1432	80	21	morphologic	morphologic	ADJ
ap-1432	80	22	erosion	erosion	NOUN
ap-1432	80	23	operation	operation	NOUN
ap-1432	80	24	�	�	PROPN
ap-1432	80	25	.	.	PUNCT
ap-1432	81	1	the	the	DET
ap-1432	81	2	shrunken	shrunken	ADJ
ap-1432	81	3	model	model	NOUN
ap-1432	81	4	is	be	AUX
ap-1432	81	5	given	give	VERB
ap-1432	81	6	by	by	ADP
ap-1432	81	7	ŝe	ŝe	NOUN
ap-1432	81	8	=	=	SYM
ap-1432	81	9	ŝ	ŝ	PROPN
ap-1432	81	10	�	�	PROPN
ap-1432	81	11	pe	pe	PROPN
ap-1432	81	12	,	,	PUNCT
ap-1432	81	13	(	(	PUNCT
ap-1432	81	14	4	4	X
ap-1432	81	15	)	)	PUNCT
ap-1432	81	16	where	where	SCONJ
ap-1432	81	17	pe	pe	PROPN
ap-1432	81	18	is	be	AUX
ap-1432	81	19	a	a	DET
ap-1432	81	20	sphere	sphere	NOUN
ap-1432	81	21	with	with	ADP
ap-1432	81	22	the	the	DET
ap-1432	81	23	radius	radius	NOUN
ap-1432	81	24	(	(	PUNCT
ap-1432	81	25	e	e	NOUN
ap-1432	81	26	+	+	X
ap-1432	81	27	0.5	0.5	NUM
ap-1432	81	28	)	)	PUNCT
ap-1432	81	29	used	use	VERB
ap-1432	81	30	as	as	ADP
ap-1432	81	31	the	the	DET
ap-1432	81	32	structure	structure	NOUN
ap-1432	81	33	element	element	NOUN
ap-1432	81	34	.	.	PUNCT
ap-1432	82	1	the	the	DET
ap-1432	82	2	differences	difference	NOUN
ap-1432	82	3	δse(i	δse(i	PROPN
ap-1432	82	4	)	)	PUNCT
ap-1432	82	5	=	=	PUNCT
ap-1432	82	6	ŝe(i	ŝe(i	NOUN
ap-1432	82	7	)	)	PUNCT
ap-1432	82	8	∧	∧	PROPN
ap-1432	82	9	¬s(i	¬s(i	NOUN
ap-1432	82	10	)	)	PUNCT
ap-1432	82	11	,	,	PUNCT
ap-1432	82	12	i	i	PRON
ap-1432	82	13	∈	∈	VERB
ap-1432	82	14	r	r	NOUN
ap-1432	82	15	(	(	PUNCT
ap-1432	82	16	5	5	NUM
ap-1432	82	17	)	)	PUNCT
ap-1432	82	18	using	use	VERB
ap-1432	82	19	this	this	DET
ap-1432	82	20	model	model	NOUN
ap-1432	82	21	only	only	ADV
ap-1432	82	22	contain	contain	VERB
ap-1432	82	23	structures	structure	NOUN
ap-1432	82	24	indented	indent	VERB
ap-1432	82	25	more	more	ADJ
ap-1432	82	26	than	than	ADP
ap-1432	82	27	e	e	NOUN
ap-1432	82	28	voxels	voxel	NOUN
ap-1432	82	29	.	.	PUNCT
ap-1432	83	1	parameter	parameter	NOUN
ap-1432	83	2	e	e	PROPN
ap-1432	83	3	is	be	AUX
ap-1432	83	4	called	call	VERB
ap-1432	83	5	the	the	DET
ap-1432	83	6	erosion	erosion	NOUN
ap-1432	83	7	level	level	NOUN
ap-1432	83	8	.	.	PUNCT
ap-1432	84	1	fig	fig	NOUN
ap-1432	84	2	.	.	PUNCT
ap-1432	85	1	5	5	NUM
ap-1432	85	2	:	:	PUNCT
ap-1432	85	3	an	an	DET
ap-1432	85	4	example	example	NOUN
ap-1432	85	5	of	of	ADP
ap-1432	85	6	overlaid	overlaid	ADJ
ap-1432	85	7	difference	difference	NOUN
ap-1432	85	8	of	of	ADP
ap-1432	85	9	modeled	model	VERB
ap-1432	85	10	healthy	healthy	ADJ
ap-1432	85	11	lung	lung	NOUN
ap-1432	85	12	mask	mask	NOUN
ap-1432	85	13	and	and	CCONJ
ap-1432	85	14	actual	actual	ADJ
ap-1432	85	15	lung	lung	NOUN
ap-1432	85	16	mask	mask	NOUN
ap-1432	85	17	fig	fig	NOUN
ap-1432	85	18	.	.	PUNCT
ap-1432	86	1	6	6	NUM
ap-1432	86	2	:	:	PUNCT
ap-1432	86	3	detected	detect	VERB
ap-1432	86	4	differences	difference	NOUN
ap-1432	86	5	for	for	ADP
ap-1432	86	6	different	different	ADJ
ap-1432	86	7	erosion	erosion	NOUN
ap-1432	86	8	levels	level	NOUN
ap-1432	86	9	in	in	ADP
ap-1432	86	10	different	different	ADJ
ap-1432	86	11	colors	color	NOUN
ap-1432	86	12	on	on	ADP
ap-1432	86	13	each	each	DET
ap-1432	86	14	erosion	erosion	NOUN
ap-1432	86	15	level	level	NOUN
ap-1432	86	16	,	,	PUNCT
ap-1432	86	17	flat	flat	ADJ
ap-1432	86	18	anatomical	anatomical	ADJ
ap-1432	86	19	structures	structure	NOUN
ap-1432	86	20	with	with	ADP
ap-1432	86	21	indention	indention	NOUN
ap-1432	86	22	of	of	ADP
ap-1432	86	23	e	e	PROPN
ap-1432	86	24	or	or	CCONJ
ap-1432	86	25	less	less	ADJ
ap-1432	86	26	are	be	AUX
ap-1432	86	27	removed	remove	VERB
ap-1432	86	28	.	.	PUNCT
ap-1432	87	1	only	only	ADV
ap-1432	87	2	large	large	ADJ
ap-1432	87	3	structures	structure	NOUN
ap-1432	87	4	or	or	CCONJ
ap-1432	87	5	thickenings	thickening	NOUN
ap-1432	87	6	with	with	ADP
ap-1432	87	7	a	a	DET
ap-1432	87	8	higher	high	ADJ
ap-1432	87	9	indention	indention	NOUN
ap-1432	87	10	remain	remain	NOUN
ap-1432	87	11	.	.	PUNCT
ap-1432	88	1	the	the	DET
ap-1432	88	2	large	large	ADJ
ap-1432	88	3	structures	structure	NOUN
ap-1432	88	4	can	can	AUX
ap-1432	88	5	be	be	AUX
ap-1432	88	6	filtered	filter	VERB
ap-1432	88	7	out	out	ADP
ap-1432	88	8	,	,	PUNCT
ap-1432	88	9	as	as	SCONJ
ap-1432	88	10	described	describe	VERB
ap-1432	88	11	below	below	ADV
ap-1432	88	12	,	,	PUNCT
ap-1432	88	13	and	and	CCONJ
ap-1432	88	14	therefore	therefore	ADV
ap-1432	88	15	only	only	ADJ
ap-1432	88	16	thickenings	thickening	NOUN
ap-1432	88	17	remain	remain	VERB
ap-1432	88	18	.	.	PUNCT
ap-1432	89	1	in	in	ADP
ap-1432	89	2	figure	figure	NOUN
ap-1432	89	3	6	6	NUM
ap-1432	89	4	the	the	DET
ap-1432	89	5	differences	difference	NOUN
ap-1432	89	6	between	between	ADP
ap-1432	89	7	the	the	DET
ap-1432	89	8	eroded	eroded	ADJ
ap-1432	89	9	healthy	healthy	ADJ
ap-1432	89	10	lung	lung	NOUN
ap-1432	89	11	model	model	NOUN
ap-1432	89	12	and	and	CCONJ
ap-1432	89	13	the	the	DET
ap-1432	89	14	actual	actual	ADJ
ap-1432	89	15	lung	lung	NOUN
ap-1432	89	16	are	be	AUX
ap-1432	89	17	visualized	visualize	VERB
ap-1432	89	18	in	in	ADP
ap-1432	89	19	different	different	ADJ
ap-1432	89	20	colors	color	NOUN
ap-1432	89	21	.	.	PUNCT
ap-1432	90	1	each	each	DET
ap-1432	90	2	voxel	voxel	PROPN
ap-1432	90	3	has	have	VERB
ap-1432	90	4	a	a	DET
ap-1432	90	5	color	color	NOUN
ap-1432	90	6	depending	depend	VERB
ap-1432	90	7	on	on	ADP
ap-1432	90	8	the	the	DET
ap-1432	90	9	highest	high	ADJ
ap-1432	90	10	erosion	erosion	NOUN
ap-1432	90	11	level	level	NOUN
ap-1432	90	12	,	,	PUNCT
ap-1432	90	13	where	where	SCONJ
ap-1432	90	14	it	it	PRON
ap-1432	90	15	is	be	AUX
ap-1432	90	16	contained	contain	VERB
ap-1432	90	17	in	in	ADP
ap-1432	90	18	the	the	DET
ap-1432	90	19	differential	differential	ADJ
ap-1432	90	20	image	image	NOUN
ap-1432	90	21	.	.	PUNCT
ap-1432	91	1	the	the	DET
ap-1432	91	2	resulting	result	VERB
ap-1432	91	3	segments	segment	NOUN
ap-1432	91	4	have	have	VERB
ap-1432	91	5	to	to	PART
ap-1432	91	6	be	be	AUX
ap-1432	91	7	classified	classify	VERB
ap-1432	91	8	as	as	ADP
ap-1432	91	9	thickenings	thickening	NOUN
ap-1432	91	10	or	or	CCONJ
ap-1432	91	11	as	as	ADP
ap-1432	91	12	normal	normal	ADJ
ap-1432	91	13	anatomical	anatomical	ADJ
ap-1432	91	14	structures	structure	NOUN
ap-1432	91	15	.	.	PUNCT
ap-1432	92	1	this	this	PRON
ap-1432	92	2	is	be	AUX
ap-1432	92	3	realized	realize	VERB
ap-1432	92	4	by	by	ADP
ap-1432	92	5	filtering	filter	VERB
ap-1432	92	6	the	the	DET
ap-1432	92	7	segments	segment	NOUN
ap-1432	92	8	depending	depend	VERB
ap-1432	92	9	on	on	ADP
ap-1432	92	10	their	their	PRON
ap-1432	92	11	size	size	NOUN
ap-1432	92	12	and	and	CCONJ
ap-1432	92	13	depending	depend	VERB
ap-1432	92	14	on	on	ADP
ap-1432	92	15	their	their	PRON
ap-1432	92	16	ct	ct	NUM
ap-1432	92	17	number	number	NOUN
ap-1432	92	18	.	.	PUNCT
ap-1432	93	1	thickenings	thickening	NOUN
ap-1432	93	2	are	be	AUX
ap-1432	93	3	usually	usually	ADV
ap-1432	93	4	from	from	ADP
ap-1432	93	5	5	5	NUM
ap-1432	93	6	mm3	mm3	NOUN
ap-1432	93	7	to	to	ADP
ap-1432	93	8	2	2	NUM
ap-1432	93	9	000	000	NUM
ap-1432	93	10	mm3	mm3	NOUN
ap-1432	93	11	in	in	ADP
ap-1432	93	12	volume	volume	NOUN
ap-1432	93	13	,	,	PUNCT
ap-1432	93	14	hence	hence	ADV
ap-1432	93	15	segments	segment	VERB
ap-1432	93	16	with	with	ADP
ap-1432	93	17	more	more	ADJ
ap-1432	93	18	than	than	ADP
ap-1432	93	19	10	10	NUM
ap-1432	93	20	000	000	NUM
ap-1432	93	21	mm3	mm3	NOUN
ap-1432	93	22	can	can	AUX
ap-1432	93	23	safely	safely	ADV
ap-1432	93	24	be	be	AUX
ap-1432	93	25	classified	classify	VERB
ap-1432	93	26	as	as	ADP
ap-1432	93	27	anatomical	anatomical	ADJ
ap-1432	93	28	structures	structure	NOUN
ap-1432	93	29	.	.	PUNCT
ap-1432	94	1	while	while	SCONJ
ap-1432	94	2	fat	fat	ADJ
ap-1432	94	3	typically	typically	ADV
ap-1432	94	4	has	have	VERB
ap-1432	94	5	a	a	DET
ap-1432	94	6	ct	ct	NUM
ap-1432	94	7	number	number	NOUN
ap-1432	94	8	in	in	ADP
ap-1432	94	9	the	the	DET
ap-1432	94	10	range	range	NOUN
ap-1432	94	11	from	from	ADP
ap-1432	94	12	−220	−220	NOUN
ap-1432	94	13	hu	hu	PROPN
ap-1432	94	14	to	to	ADP
ap-1432	94	15	−50	−50	PROPN
ap-1432	94	16	hu	hu	PROPN
ap-1432	94	17	,	,	PUNCT
ap-1432	94	18	pleural	pleural	ADJ
ap-1432	94	19	mesothelioma	mesothelioma	NOUN
ap-1432	94	20	is	be	AUX
ap-1432	94	21	a	a	DET
ap-1432	94	22	tumorous	tumorous	ADJ
ap-1432	94	23	connective	connective	ADJ
ap-1432	94	24	tissue	tissue	NOUN
ap-1432	94	25	similar	similar	ADJ
ap-1432	94	26	41	41	NUM
ap-1432	94	27	acta	acta	PROPN
ap-1432	94	28	polytechnica	polytechnica	PROPN
ap-1432	94	29	vol	vol	NOUN
ap-1432	94	30	.	.	PUNCT
ap-1432	95	1	51	51	NUM
ap-1432	95	2	no	no	NOUN
ap-1432	95	3	.	.	PUNCT
ap-1432	96	1	5/2011	5/2011	NUM
ap-1432	96	2	to	to	ADP
ap-1432	96	3	muscle	muscle	NOUN
ap-1432	96	4	,	,	PUNCT
ap-1432	96	5	whose	whose	DET
ap-1432	96	6	hounsfield	hounsfield	NOUN
ap-1432	96	7	unit	unit	NOUN
ap-1432	96	8	ranges	range	VERB
ap-1432	96	9	between	between	ADP
ap-1432	96	10	20	20	NUM
ap-1432	96	11	and	and	CCONJ
ap-1432	96	12	60	60	NUM
ap-1432	96	13	hu	hu	NOUN
ap-1432	96	14	.	.	PUNCT
ap-1432	97	1	therefore	therefore	ADV
ap-1432	97	2	only	only	ADV
ap-1432	97	3	segments	segment	NOUN
ap-1432	97	4	including	include	VERB
ap-1432	97	5	more	more	ADJ
ap-1432	97	6	than	than	ADP
ap-1432	97	7	10	10	NUM
ap-1432	97	8	%	%	NOUN
ap-1432	97	9	of	of	ADP
ap-1432	97	10	tissue	tissue	NOUN
ap-1432	97	11	with	with	ADP
ap-1432	97	12	10	10	NUM
ap-1432	97	13	hu	hu	NOUN
ap-1432	97	14	or	or	CCONJ
ap-1432	97	15	higher	high	ADJ
ap-1432	97	16	are	be	AUX
ap-1432	97	17	classified	classify	VERB
ap-1432	97	18	as	as	ADP
ap-1432	97	19	thickenings	thickening	NOUN
ap-1432	97	20	.	.	PUNCT
ap-1432	98	1	after	after	ADP
ap-1432	98	2	filtering	filter	VERB
ap-1432	98	3	the	the	DET
ap-1432	98	4	differences	difference	NOUN
ap-1432	98	5	δse(i	δse(i	PROPN
ap-1432	98	6	)	)	PUNCT
ap-1432	98	7	,	,	PUNCT
ap-1432	98	8	the	the	DET
ap-1432	98	9	final	final	ADJ
ap-1432	98	10	result	result	NOUN
ap-1432	98	11	of	of	ADP
ap-1432	98	12	thickening	thickening	NOUN
ap-1432	98	13	detection	detection	NOUN
ap-1432	98	14	is	be	AUX
ap-1432	98	15	achieved	achieve	VERB
ap-1432	98	16	by	by	ADP
ap-1432	98	17	merging	merge	VERB
ap-1432	98	18	the	the	DET
ap-1432	98	19	detected	detect	VERB
ap-1432	98	20	thickenings	thickening	NOUN
ap-1432	98	21	from	from	ADP
ap-1432	98	22	each	each	DET
ap-1432	98	23	erosion	erosion	NOUN
ap-1432	98	24	level	level	NOUN
ap-1432	98	25	,	,	PUNCT
ap-1432	98	26	using	use	VERB
ap-1432	98	27	δs(i	δs(i	NOUN
ap-1432	98	28	)	)	PUNCT
ap-1432	99	1	=	=	SYM
ap-1432	99	2	e⋃	e⋃	NOUN
ap-1432	99	3	e=1	e=1	NOUN
ap-1432	99	4	filter(δs(i	filter(δs(i	NOUN
ap-1432	99	5	)	)	PUNCT
ap-1432	99	6	)	)	PUNCT
ap-1432	99	7	,	,	PUNCT
ap-1432	99	8	(	(	PUNCT
ap-1432	99	9	6	6	NUM
ap-1432	99	10	)	)	PUNCT
ap-1432	99	11	where	where	SCONJ
ap-1432	99	12	e	e	NOUN
ap-1432	99	13	is	be	AUX
ap-1432	99	14	the	the	DET
ap-1432	99	15	maximum	maximum	ADJ
ap-1432	99	16	expected	expect	VERB
ap-1432	99	17	indention	indention	NOUN
ap-1432	99	18	depth	depth	NOUN
ap-1432	99	19	of	of	ADP
ap-1432	99	20	normal	normal	ADJ
ap-1432	99	21	anatomical	anatomical	ADJ
ap-1432	99	22	structures	structure	NOUN
ap-1432	99	23	.	.	PUNCT
ap-1432	100	1	3	3	NUM
ap-1432	100	2	notes	note	NOUN
ap-1432	100	3	on	on	ADP
ap-1432	100	4	implementation	implementation	NOUN
ap-1432	100	5	in	in	ADP
ap-1432	100	6	this	this	DET
ap-1432	100	7	section	section	NOUN
ap-1432	100	8	we	we	PRON
ap-1432	100	9	focus	focus	VERB
ap-1432	100	10	on	on	ADP
ap-1432	100	11	the	the	DET
ap-1432	100	12	computationally	computationally	ADV
ap-1432	100	13	intensive	intensive	ADJ
ap-1432	100	14	parts	part	NOUN
ap-1432	100	15	of	of	ADP
ap-1432	100	16	the	the	DET
ap-1432	100	17	implementation	implementation	NOUN
ap-1432	100	18	.	.	PUNCT
ap-1432	101	1	a	a	DET
ap-1432	101	2	complex	complex	ADJ
ap-1432	101	3	part	part	NOUN
ap-1432	101	4	is	be	AUX
ap-1432	101	5	the	the	DET
ap-1432	101	6	determination	determination	NOUN
ap-1432	101	7	of	of	ADP
ap-1432	101	8	the	the	DET
ap-1432	101	9	convex	convex	PROPN
ap-1432	101	10	hull	hull	NOUN
ap-1432	101	11	,	,	PUNCT
ap-1432	101	12	which	which	PRON
ap-1432	101	13	is	be	AUX
ap-1432	101	14	performed	perform	VERB
ap-1432	101	15	for	for	ADP
ap-1432	101	16	each	each	DET
ap-1432	101	17	slice	slice	NOUN
ap-1432	101	18	.	.	PUNCT
ap-1432	102	1	only	only	ADV
ap-1432	102	2	the	the	DET
ap-1432	102	3	surface	surface	NOUN
ap-1432	102	4	of	of	ADP
ap-1432	102	5	the	the	DET
ap-1432	102	6	lung	lung	NOUN
ap-1432	102	7	mask	mask	NOUN
ap-1432	102	8	contains	contain	VERB
ap-1432	102	9	points	point	NOUN
ap-1432	102	10	potentially	potentially	ADV
ap-1432	102	11	contained	contain	VERB
ap-1432	102	12	in	in	ADP
ap-1432	102	13	the	the	DET
ap-1432	102	14	subset	subset	NOUN
ap-1432	102	15	defining	define	VERB
ap-1432	102	16	the	the	DET
ap-1432	102	17	convex	convex	PROPN
ap-1432	102	18	hull	hull	NOUN
ap-1432	102	19	.	.	PUNCT
ap-1432	103	1	thus	thus	ADV
ap-1432	103	2	,	,	PUNCT
ap-1432	103	3	a	a	DET
ap-1432	103	4	simple	simple	ADJ
ap-1432	103	5	binary	binary	ADJ
ap-1432	103	6	edge	edge	NOUN
ap-1432	103	7	detector	detector	NOUN
ap-1432	103	8	is	be	AUX
ap-1432	103	9	applied	apply	VERB
ap-1432	103	10	to	to	ADP
ap-1432	103	11	the	the	DET
ap-1432	103	12	lung	lung	NOUN
ap-1432	103	13	mask	mask	NOUN
ap-1432	103	14	s	s	VERB
ap-1432	103	15	to	to	PART
ap-1432	103	16	reduce	reduce	VERB
ap-1432	103	17	the	the	DET
ap-1432	103	18	number	number	NOUN
ap-1432	103	19	of	of	ADP
ap-1432	103	20	considered	consider	VERB
ap-1432	103	21	voxels	voxel	NOUN
ap-1432	103	22	that	that	PRON
ap-1432	103	23	are	be	AUX
ap-1432	103	24	used	use	VERB
ap-1432	103	25	to	to	PART
ap-1432	103	26	calculate	calculate	VERB
ap-1432	103	27	the	the	DET
ap-1432	103	28	convex	convex	PROPN
ap-1432	103	29	hull	hull	NOUN
ap-1432	103	30	.	.	PUNCT
ap-1432	104	1	the	the	DET
ap-1432	104	2	calculation	calculation	NOUN
ap-1432	104	3	itself	itself	PRON
ap-1432	104	4	is	be	AUX
ap-1432	104	5	performed	perform	VERB
ap-1432	104	6	using	use	VERB
ap-1432	104	7	the	the	DET
ap-1432	104	8	quickhull	quickhull	NOUN
ap-1432	104	9	algorithm	algorithm	NOUN
ap-1432	104	10	for	for	ADP
ap-1432	104	11	convex	convex	ADJ
ap-1432	104	12	hulls	hull	NOUN
ap-1432	104	13	[	[	X
ap-1432	104	14	8	8	NUM
ap-1432	104	15	]	]	PUNCT
ap-1432	104	16	.	.	PUNCT
ap-1432	105	1	generating	generate	VERB
ap-1432	105	2	the	the	DET
ap-1432	105	3	healthy	healthy	ADJ
ap-1432	105	4	lung	lung	NOUN
ap-1432	105	5	model	model	NOUN
ap-1432	105	6	requires	require	VERB
ap-1432	105	7	fast	fast	ADJ
ap-1432	105	8	voxelization	voxelization	NOUN
ap-1432	105	9	of	of	ADP
ap-1432	105	10	the	the	DET
ap-1432	105	11	triangles	triangle	NOUN
ap-1432	105	12	g	g	PROPN
ap-1432	105	13	=	=	PRON
ap-1432	105	14	{	{	PUNCT
ap-1432	105	15	(	(	PUNCT
ap-1432	105	16	i	i	PROPN
ap-1432	105	17	,	,	PUNCT
ap-1432	105	18	j	j	PROPN
ap-1432	105	19	,	,	PUNCT
ap-1432	105	20	k	k	PROPN
ap-1432	105	21	)	)	PUNCT
ap-1432	105	22	:	:	PUNCT
ap-1432	106	1	i	i	PRON
ap-1432	106	2	,	,	PUNCT
ap-1432	106	3	j	j	PROPN
ap-1432	106	4	,	,	PUNCT
ap-1432	106	5	k	k	PROPN
ap-1432	106	6	∈	∈	PROPN
ap-1432	106	7	r̂l	r̂l	NOUN
ap-1432	106	8	}	}	PUNCT
ap-1432	106	9	,	,	PUNCT
ap-1432	106	10	describing	describe	VERB
ap-1432	106	11	the	the	DET
ap-1432	106	12	convex	convex	PROPN
ap-1432	106	13	hull	hull	NOUN
ap-1432	106	14	.	.	PUNCT
ap-1432	107	1	to	to	PART
ap-1432	107	2	reduce	reduce	VERB
ap-1432	107	3	the	the	DET
ap-1432	107	4	considered	consider	VERB
ap-1432	107	5	number	number	NOUN
ap-1432	107	6	of	of	ADP
ap-1432	107	7	triangles	triangle	NOUN
ap-1432	107	8	g’ζ	g’ζ	PROPN
ap-1432	107	9	in	in	ADP
ap-1432	107	10	the	the	DET
ap-1432	107	11	slice	slice	NOUN
ap-1432	107	12	ζ	ζ	NOUN
ap-1432	107	13	,	,	PUNCT
ap-1432	107	14	only	only	ADV
ap-1432	107	15	triangles	triangle	NOUN
ap-1432	107	16	whose	whose	DET
ap-1432	107	17	vertices	vertice	VERB
ap-1432	107	18	i	i	PRON
ap-1432	107	19	=	=	SYM
ap-1432	107	20	(	(	PUNCT
ap-1432	107	21	xi	xi	PROPN
ap-1432	107	22	,	,	PUNCT
ap-1432	107	23	yi	yi	PROPN
ap-1432	107	24	,	,	PUNCT
ap-1432	107	25	zi	zi	PROPN
ap-1432	107	26	)	)	PUNCT
ap-1432	107	27	,	,	PUNCT
ap-1432	108	1	j	j	PROPN
ap-1432	108	2	=	=	PRON
ap-1432	108	3	(	(	PUNCT
ap-1432	108	4	xj	xj	PROPN
ap-1432	108	5	,	,	PUNCT
ap-1432	108	6	yj	yj	PROPN
ap-1432	108	7	,	,	PUNCT
ap-1432	108	8	zj	zj	PROPN
ap-1432	108	9	)	)	PUNCT
ap-1432	108	10	,	,	PUNCT
ap-1432	108	11	k	k	PROPN
ap-1432	108	12	=	=	PRON
ap-1432	108	13	(	(	PUNCT
ap-1432	108	14	xk	xk	PROPN
ap-1432	108	15	,	,	PUNCT
ap-1432	108	16	yk	yk	PROPN
ap-1432	108	17	,	,	PUNCT
ap-1432	108	18	zk	zk	PROPN
ap-1432	108	19	)	)	PUNCT
ap-1432	108	20	are	be	AUX
ap-1432	108	21	all	all	PRON
ap-1432	108	22	located	locate	VERB
ap-1432	108	23	in	in	ADP
ap-1432	108	24	this	this	DET
ap-1432	108	25	slice	slice	NOUN
ap-1432	108	26	(	(	PUNCT
ap-1432	108	27	zi	zi	NOUN
ap-1432	108	28	=	=	SYM
ap-1432	108	29	zj	zj	PROPN
ap-1432	108	30	=	=	PUNCT
ap-1432	108	31	zk	zk	PROPN
ap-1432	108	32	=	=	SYM
ap-1432	108	33	ζ	ζ	PROPN
ap-1432	108	34	)	)	PUNCT
ap-1432	108	35	or	or	CCONJ
ap-1432	108	36	intersect	intersect	ADJ
ap-1432	108	37	the	the	DET
ap-1432	108	38	slice	slice	NOUN
ap-1432	108	39	(	(	PUNCT
ap-1432	108	40	(	(	PUNCT
ap-1432	108	41	zi	zi	X
ap-1432	108	42	<	<	X
ap-1432	108	43	ζ	ζ	PROPN
ap-1432	108	44	∨	∨	NUM
ap-1432	108	45	zj	zj	X
ap-1432	108	46	<	<	X
ap-1432	108	47	ζ	ζ	PROPN
ap-1432	108	48	∨	∨	NUM
ap-1432	108	49	zk	zk	PROPN
ap-1432	108	50	<	<	X
ap-1432	108	51	ζ	ζ	NOUN
ap-1432	108	52	)	)	PUNCT
ap-1432	108	53	∧	∧	PROPN
ap-1432	108	54	(	(	PUNCT
ap-1432	108	55	zi	zi	X
ap-1432	108	56	>	>	X
ap-1432	108	57	ζ	ζ	PROPN
ap-1432	108	58	∨	∨	NUM
ap-1432	108	59	zj	zj	X
ap-1432	108	60	>	>	X
ap-1432	108	61	ζ	ζ	PROPN
ap-1432	108	62	∨	∨	NUM
ap-1432	108	63	zk	zk	PROPN
ap-1432	108	64	>	>	X
ap-1432	108	65	ζ	ζ	NOUN
ap-1432	108	66	)	)	PUNCT
ap-1432	108	67	)	)	PUNCT
ap-1432	108	68	are	be	AUX
ap-1432	108	69	regarded	regard	VERB
ap-1432	108	70	.	.	PUNCT
ap-1432	109	1	voxelization	voxelization	NOUN
ap-1432	109	2	is	be	AUX
ap-1432	109	3	realized	realize	VERB
ap-1432	109	4	by	by	ADP
ap-1432	109	5	recursively	recursively	ADV
ap-1432	109	6	splitting	split	VERB
ap-1432	109	7	the	the	DET
ap-1432	109	8	triangles	triangle	NOUN
ap-1432	109	9	,	,	PUNCT
ap-1432	109	10	until	until	SCONJ
ap-1432	109	11	their	their	PRON
ap-1432	109	12	edge	edge	NOUN
ap-1432	109	13	length	length	NOUN
ap-1432	109	14	is	be	AUX
ap-1432	109	15	below	below	ADP
ap-1432	109	16	0.5	0.5	NUM
ap-1432	109	17	voxels	voxel	NOUN
ap-1432	109	18	.	.	PUNCT
ap-1432	110	1	the	the	DET
ap-1432	110	2	resulting	result	VERB
ap-1432	110	3	triangle	triangle	NOUN
ap-1432	110	4	edges	edge	NOUN
ap-1432	110	5	cover	cover	VERB
ap-1432	110	6	all	all	DET
ap-1432	110	7	voxels	voxel	NOUN
ap-1432	110	8	of	of	ADP
ap-1432	110	9	the	the	DET
ap-1432	110	10	lung	lung	NOUN
ap-1432	110	11	surface	surface	NOUN
ap-1432	110	12	.	.	PUNCT
ap-1432	111	1	the	the	DET
ap-1432	111	2	resulting	result	VERB
ap-1432	111	3	algorithm	algorithm	NOUN
ap-1432	111	4	is	be	AUX
ap-1432	111	5	highly	highly	ADV
ap-1432	111	6	efficient	efficient	ADJ
ap-1432	111	7	for	for	ADP
ap-1432	111	8	parallel	parallel	ADJ
ap-1432	111	9	computing	computing	NOUN
ap-1432	111	10	.	.	PUNCT
ap-1432	112	1	another	another	DET
ap-1432	112	2	computationally	computationally	ADV
ap-1432	112	3	intensive	intensive	ADJ
ap-1432	112	4	task	task	NOUN
ap-1432	112	5	is	be	AUX
ap-1432	112	6	the	the	DET
ap-1432	112	7	erosion	erosion	NOUN
ap-1432	112	8	of	of	ADP
ap-1432	112	9	the	the	DET
ap-1432	112	10	lung	lung	NOUN
ap-1432	112	11	model	model	NOUN
ap-1432	112	12	,	,	PUNCT
ap-1432	112	13	which	which	PRON
ap-1432	112	14	depends	depend	VERB
ap-1432	112	15	on	on	ADP
ap-1432	112	16	the	the	DET
ap-1432	112	17	size	size	NOUN
ap-1432	112	18	of	of	ADP
ap-1432	112	19	the	the	DET
ap-1432	112	20	structuring	structuring	NOUN
ap-1432	112	21	element	element	NOUN
ap-1432	112	22	.	.	PUNCT
ap-1432	113	1	to	to	PART
ap-1432	113	2	reduce	reduce	VERB
ap-1432	113	3	the	the	DET
ap-1432	113	4	slice	slice	NOUN
ap-1432	113	5	of	of	ADP
ap-1432	113	6	this	this	DET
ap-1432	113	7	structuring	structuring	NOUN
ap-1432	113	8	element	element	NOUN
ap-1432	113	9	,	,	PUNCT
ap-1432	113	10	the	the	DET
ap-1432	113	11	erosion	erosion	NOUN
ap-1432	113	12	of	of	ADP
ap-1432	113	13	level	level	NOUN
ap-1432	113	14	e	e	NOUN
ap-1432	113	15	is	be	AUX
ap-1432	113	16	approximated	approximate	VERB
ap-1432	113	17	by	by	ADP
ap-1432	113	18	erosion	erosion	NOUN
ap-1432	113	19	of	of	ADP
ap-1432	113	20	level	level	NOUN
ap-1432	113	21	1	1	NUM
ap-1432	113	22	applied	apply	VERB
ap-1432	113	23	to	to	ADP
ap-1432	113	24	the	the	DET
ap-1432	113	25	results	result	NOUN
ap-1432	113	26	of	of	ADP
ap-1432	113	27	the	the	DET
ap-1432	113	28	erosion	erosion	NOUN
ap-1432	113	29	from	from	ADP
ap-1432	113	30	level	level	NOUN
ap-1432	113	31	(	(	PUNCT
ap-1432	113	32	e	e	NOUN
ap-1432	113	33	−	−	PROPN
ap-1432	113	34	1	1	NUM
ap-1432	113	35	)	)	PUNCT
ap-1432	113	36	.	.	PUNCT
ap-1432	114	1	4	4	NUM
ap-1432	114	2	results	result	VERB
ap-1432	114	3	the	the	DET
ap-1432	114	4	experiments	experiment	NOUN
ap-1432	114	5	on	on	ADP
ap-1432	114	6	thickening	thickening	NOUN
ap-1432	114	7	detection	detection	NOUN
ap-1432	114	8	are	be	AUX
ap-1432	114	9	carried	carry	VERB
ap-1432	114	10	out	out	ADP
ap-1432	114	11	using	use	VERB
ap-1432	114	12	image	image	NOUN
ap-1432	114	13	data	datum	NOUN
ap-1432	114	14	from	from	ADP
ap-1432	114	15	four	four	NUM
ap-1432	114	16	different	different	ADJ
ap-1432	114	17	patients	patient	NOUN
ap-1432	114	18	.	.	PUNCT
ap-1432	115	1	to	to	PART
ap-1432	115	2	evaluate	evaluate	VERB
ap-1432	115	3	the	the	DET
ap-1432	115	4	results	result	NOUN
ap-1432	115	5	,	,	PUNCT
ap-1432	115	6	we	we	PRON
ap-1432	115	7	measure	measure	VERB
ap-1432	115	8	both	both	CCONJ
ap-1432	115	9	the	the	DET
ap-1432	115	10	totally	totally	ADV
ap-1432	115	11	detected	detect	VERB
ap-1432	115	12	volume	volume	NOUN
ap-1432	115	13	of	of	ADP
ap-1432	115	14	all	all	DET
ap-1432	115	15	thickenings	thickening	NOUN
ap-1432	115	16	,	,	PUNCT
ap-1432	115	17	and	and	CCONJ
ap-1432	115	18	the	the	DET
ap-1432	115	19	number	number	NOUN
ap-1432	115	20	of	of	ADP
ap-1432	115	21	detected	detect	VERB
ap-1432	115	22	thickenings	thickening	NOUN
ap-1432	115	23	,	,	PUNCT
ap-1432	115	24	for	for	ADP
ap-1432	115	25	each	each	DET
ap-1432	115	26	patient	patient	NOUN
ap-1432	115	27	.	.	PUNCT
ap-1432	116	1	the	the	DET
ap-1432	116	2	results	result	NOUN
ap-1432	116	3	are	be	AUX
ap-1432	116	4	plotted	plot	VERB
ap-1432	116	5	in	in	ADP
ap-1432	116	6	figure	figure	NOUN
ap-1432	116	7	7	7	NUM
ap-1432	116	8	for	for	ADP
ap-1432	116	9	volume	volume	NOUN
ap-1432	116	10	of	of	ADP
ap-1432	116	11	the	the	DET
ap-1432	116	12	thickenings	thickening	NOUN
ap-1432	116	13	and	and	CCONJ
ap-1432	116	14	in	in	ADP
ap-1432	116	15	figure	figure	NOUN
ap-1432	116	16	8	8	NUM
ap-1432	116	17	for	for	ADP
ap-1432	116	18	the	the	DET
ap-1432	116	19	number	number	NOUN
ap-1432	116	20	of	of	ADP
ap-1432	116	21	thickenings	thickening	NOUN
ap-1432	116	22	.	.	PUNCT
ap-1432	117	1	both	both	DET
ap-1432	117	2	metrics	metric	NOUN
ap-1432	117	3	are	be	AUX
ap-1432	117	4	measured	measure	VERB
ap-1432	117	5	depending	depend	VERB
ap-1432	117	6	on	on	ADP
ap-1432	117	7	parameter	parameter	NOUN
ap-1432	117	8	n	n	CCONJ
ap-1432	117	9	,	,	PUNCT
ap-1432	117	10	which	which	PRON
ap-1432	117	11	describes	describe	VERB
ap-1432	117	12	the	the	DET
ap-1432	117	13	size	size	NOUN
ap-1432	117	14	of	of	ADP
ap-1432	117	15	the	the	DET
ap-1432	117	16	sliding	slide	VERB
ap-1432	117	17	convex	convex	NOUN
ap-1432	117	18	hull	hull	NOUN
ap-1432	117	19	.	.	PUNCT
ap-1432	118	1	fig	fig	NOUN
ap-1432	118	2	.	.	PUNCT
ap-1432	119	1	7	7	NUM
ap-1432	119	2	:	:	PUNCT
ap-1432	119	3	totally	totally	ADV
ap-1432	119	4	detected	detect	VERB
ap-1432	119	5	thickening	thickening	NOUN
ap-1432	119	6	volume	volume	NOUN
ap-1432	119	7	depending	depend	VERB
ap-1432	119	8	on	on	ADP
ap-1432	119	9	the	the	DET
ap-1432	119	10	size	size	NOUN
ap-1432	119	11	of	of	ADP
ap-1432	119	12	the	the	DET
ap-1432	119	13	sliding	slide	VERB
ap-1432	119	14	convex	convex	NOUN
ap-1432	119	15	hull	hull	NOUN
ap-1432	119	16	fig	fig	NOUN
ap-1432	119	17	.	.	PUNCT
ap-1432	120	1	8	8	NUM
ap-1432	120	2	:	:	PUNCT
ap-1432	120	3	detected	detect	VERB
ap-1432	120	4	number	number	NOUN
ap-1432	120	5	of	of	ADP
ap-1432	120	6	thickenings	thickening	NOUN
ap-1432	120	7	depending	depend	VERB
ap-1432	120	8	on	on	ADP
ap-1432	120	9	the	the	DET
ap-1432	120	10	size	size	NOUN
ap-1432	120	11	of	of	ADP
ap-1432	120	12	the	the	DET
ap-1432	120	13	sliding	slide	VERB
ap-1432	120	14	convex	convex	NOUN
ap-1432	120	15	hull	hull	NOUN
ap-1432	120	16	5	5	NUM
ap-1432	120	17	discussion	discussion	NOUN
ap-1432	120	18	neither	neither	CCONJ
ap-1432	120	19	an	an	DET
ap-1432	120	20	exact	exact	ADJ
ap-1432	120	21	number	number	NOUN
ap-1432	120	22	of	of	ADP
ap-1432	120	23	thickenings	thickening	NOUN
ap-1432	120	24	nor	nor	CCONJ
ap-1432	120	25	the	the	DET
ap-1432	120	26	thickening	thickening	NOUN
ap-1432	120	27	volume	volume	NOUN
ap-1432	120	28	could	could	AUX
ap-1432	120	29	be	be	AUX
ap-1432	120	30	determined	determine	VERB
ap-1432	120	31	because	because	SCONJ
ap-1432	120	32	of	of	ADP
ap-1432	120	33	the	the	DET
ap-1432	120	34	interand	interand	NOUN
ap-1432	120	35	intra	intra	ADJ
ap-1432	120	36	-	-	ADJ
ap-1432	120	37	reader	reader	ADJ
ap-1432	120	38	variances	variance	NOUN
ap-1432	120	39	.	.	PUNCT
ap-1432	121	1	therefore	therefore	ADV
ap-1432	121	2	only	only	ADV
ap-1432	121	3	a	a	DET
ap-1432	121	4	interpretational	interpretational	ADJ
ap-1432	121	5	evaluation	evaluation	NOUN
ap-1432	121	6	is	be	AUX
ap-1432	121	7	performed	perform	VERB
ap-1432	121	8	.	.	PUNCT
ap-1432	122	1	obviously	obviously	ADV
ap-1432	122	2	the	the	DET
ap-1432	122	3	detected	detect	VERB
ap-1432	122	4	number	number	NOUN
ap-1432	122	5	of	of	ADP
ap-1432	122	6	thickenings	thickening	NOUN
ap-1432	122	7	and	and	CCONJ
ap-1432	122	8	the	the	DET
ap-1432	122	9	volume	volume	NOUN
ap-1432	122	10	both	both	DET
ap-1432	122	11	fluctuate	fluctuate	NOUN
ap-1432	122	12	for	for	ADP
ap-1432	122	13	n	n	X
ap-1432	122	14	<	<	X
ap-1432	122	15	4	4	NUM
ap-1432	122	16	and	and	CCONJ
ap-1432	122	17	tend	tend	VERB
ap-1432	122	18	to	to	ADP
ap-1432	122	19	a	a	DET
ap-1432	122	20	constant	constant	ADJ
ap-1432	122	21	value	value	NOUN
ap-1432	122	22	for	for	ADP
ap-1432	122	23	higher	high	ADJ
ap-1432	122	24	values	value	NOUN
ap-1432	122	25	of	of	ADP
ap-1432	122	26	n.	n.	PROPN
ap-1432	122	27	unstable	unstable	ADJ
ap-1432	122	28	results	result	NOUN
ap-1432	122	29	occur	occur	VERB
ap-1432	122	30	in	in	ADP
ap-1432	122	31	the	the	DET
ap-1432	122	32	range	range	NOUN
ap-1432	122	33	where	where	SCONJ
ap-1432	122	34	the	the	DET
ap-1432	122	35	method	method	NOUN
ap-1432	122	36	has	have	VERB
ap-1432	122	37	somehow	somehow	ADV
ap-1432	122	38	a	a	DET
ap-1432	122	39	more	more	ADV
ap-1432	122	40	2d	2d	NUM
ap-1432	122	41	like	like	ADP
ap-1432	122	42	behavior	behavior	NOUN
ap-1432	122	43	.	.	PUNCT
ap-1432	123	1	this	this	DET
ap-1432	123	2	behavior	behavior	NOUN
ap-1432	123	3	results	result	VERB
ap-1432	123	4	an	an	DET
ap-1432	123	5	inappropriate	inappropriate	ADJ
ap-1432	123	6	connectivity	connectivity	NOUN
ap-1432	123	7	of	of	ADP
ap-1432	123	8	the	the	DET
ap-1432	123	9	detected	detect	VERB
ap-1432	123	10	segments	segment	NOUN
ap-1432	123	11	in	in	ADP
ap-1432	123	12	the	the	DET
ap-1432	123	13	z	z	NOUN
ap-1432	123	14	direction	direction	NOUN
ap-1432	123	15	.	.	PUNCT
ap-1432	124	1	thus	thus	ADV
ap-1432	124	2	,	,	PUNCT
ap-1432	124	3	on	on	ADP
ap-1432	124	4	the	the	DET
ap-1432	124	5	one	one	NUM
ap-1432	124	6	hand	hand	NOUN
ap-1432	124	7	large	large	ADJ
ap-1432	124	8	anatomical	anatomical	ADJ
ap-1432	124	9	structures	structure	NOUN
ap-1432	124	10	could	could	AUX
ap-1432	124	11	not	not	PART
ap-1432	124	12	be	be	AUX
ap-1432	124	13	detected	detect	VERB
ap-1432	124	14	and	and	CCONJ
ap-1432	124	15	be	be	AUX
ap-1432	124	16	filtered	filter	VERB
ap-1432	124	17	out	out	ADP
ap-1432	124	18	and	and	CCONJ
ap-1432	124	19	,	,	PUNCT
ap-1432	124	20	on	on	ADP
ap-1432	124	21	the	the	DET
ap-1432	124	22	other	other	ADJ
ap-1432	124	23	hand	hand	NOUN
ap-1432	124	24	,	,	PUNCT
ap-1432	124	25	related	related	ADJ
ap-1432	124	26	segments	segment	NOUN
ap-1432	124	27	could	could	AUX
ap-1432	124	28	not	not	PART
ap-1432	124	29	be	be	AUX
ap-1432	124	30	assigned	assign	VERB
ap-1432	124	31	to	to	ADP
ap-1432	124	32	the	the	DET
ap-1432	124	33	same	same	ADJ
ap-1432	124	34	thickening	thickening	NOUN
ap-1432	124	35	.	.	PUNCT
ap-1432	125	1	another	another	DET
ap-1432	125	2	obvious	obvious	ADJ
ap-1432	125	3	effect	effect	NOUN
ap-1432	125	4	is	be	AUX
ap-1432	125	5	the	the	DET
ap-1432	125	6	increasing	increase	VERB
ap-1432	125	7	volume	volume	NOUN
ap-1432	125	8	for	for	ADP
ap-1432	125	9	increasing	increase	VERB
ap-1432	125	10	n	n	CCONJ
ap-1432	125	11	,	,	PUNCT
ap-1432	125	12	which	which	PRON
ap-1432	125	13	can	can	AUX
ap-1432	125	14	be	be	AUX
ap-1432	125	15	explained	explain	VERB
ap-1432	125	16	by	by	ADP
ap-1432	125	17	a	a	DET
ap-1432	125	18	growing	grow	VERB
ap-1432	125	19	convex	convex	NOUN
ap-1432	125	20	hull	hull	NOUN
ap-1432	125	21	.	.	PUNCT
ap-1432	126	1	this	this	PRON
ap-1432	126	2	is	be	AUX
ap-1432	126	3	caused	cause	VERB
ap-1432	126	4	by	by	ADP
ap-1432	126	5	the	the	DET
ap-1432	126	6	increasing	increase	VERB
ap-1432	126	7	effect	effect	NOUN
ap-1432	126	8	of	of	ADP
ap-1432	126	9	bulges	bulge	NOUN
ap-1432	126	10	outside	outside	ADP
ap-1432	126	11	the	the	DET
ap-1432	126	12	lung	lung	NOUN
ap-1432	126	13	surface	surface	NOUN
ap-1432	126	14	for	for	ADP
ap-1432	126	15	increasing	increase	VERB
ap-1432	126	16	n.	n.	PROPN
ap-1432	126	17	42	42	NUM
ap-1432	126	18	acta	acta	PROPN
ap-1432	126	19	polytechnica	polytechnica	PROPN
ap-1432	126	20	vol	vol	NOUN
ap-1432	126	21	.	.	PUNCT
ap-1432	127	1	51	51	NUM
ap-1432	127	2	no	no	NOUN
ap-1432	127	3	.	.	PUNCT
ap-1432	128	1	5/2011	5/2011	NUM
ap-1432	128	2	6	6	NUM
ap-1432	128	3	summary	summary	NOUN
ap-1432	128	4	and	and	CCONJ
ap-1432	128	5	future	future	ADJ
ap-1432	128	6	work	work	NOUN
ap-1432	128	7	we	we	PRON
ap-1432	128	8	have	have	AUX
ap-1432	128	9	presented	present	VERB
ap-1432	128	10	a	a	DET
ap-1432	128	11	slice	slice	NOUN
ap-1432	128	12	based	base	VERB
ap-1432	128	13	approach	approach	NOUN
ap-1432	128	14	for	for	ADP
ap-1432	128	15	detecting	detect	VERB
ap-1432	128	16	pleural	pleural	ADJ
ap-1432	128	17	thickenings	thickening	NOUN
ap-1432	128	18	,	,	PUNCT
ap-1432	128	19	including	include	VERB
ap-1432	128	20	3d	3d	NUM
ap-1432	128	21	information	information	NOUN
ap-1432	128	22	on	on	ADP
ap-1432	128	23	the	the	DET
ap-1432	128	24	surrounding	surround	VERB
ap-1432	128	25	lung	lung	NOUN
ap-1432	128	26	surface	surface	NOUN
ap-1432	128	27	.	.	PUNCT
ap-1432	129	1	the	the	DET
ap-1432	129	2	detected	detect	VERB
ap-1432	129	3	structures	structure	NOUN
ap-1432	129	4	are	be	AUX
ap-1432	129	5	automatically	automatically	ADV
ap-1432	129	6	refined	refine	VERB
ap-1432	129	7	and	and	CCONJ
ap-1432	129	8	filtered	filter	VERB
ap-1432	129	9	using	use	VERB
ap-1432	129	10	stepwise	stepwise	ADJ
ap-1432	129	11	erosion	erosion	NOUN
ap-1432	129	12	of	of	ADP
ap-1432	129	13	a	a	DET
ap-1432	129	14	modelled	model	VERB
ap-1432	129	15	healthy	healthy	ADJ
ap-1432	129	16	lung	lung	NOUN
ap-1432	129	17	.	.	PUNCT
ap-1432	130	1	though	though	SCONJ
ap-1432	130	2	this	this	DET
ap-1432	130	3	approach	approach	NOUN
ap-1432	130	4	leads	lead	VERB
ap-1432	130	5	to	to	ADP
ap-1432	130	6	an	an	DET
ap-1432	130	7	optically	optically	ADV
ap-1432	130	8	plausible	plausible	ADJ
ap-1432	130	9	result	result	NOUN
ap-1432	130	10	for	for	ADP
ap-1432	130	11	the	the	DET
ap-1432	130	12	shape	shape	NOUN
ap-1432	130	13	of	of	ADP
ap-1432	130	14	the	the	DET
ap-1432	130	15	extracted	extract	VERB
ap-1432	130	16	thickenings	thickening	NOUN
ap-1432	130	17	,	,	PUNCT
ap-1432	130	18	the	the	DET
ap-1432	130	19	method	method	NOUN
ap-1432	130	20	still	still	ADV
ap-1432	130	21	focuses	focus	VERB
ap-1432	130	22	on	on	ADP
ap-1432	130	23	detection	detection	NOUN
ap-1432	130	24	.	.	PUNCT
ap-1432	131	1	the	the	DET
ap-1432	131	2	exact	exact	ADJ
ap-1432	131	3	boundaries	boundary	NOUN
ap-1432	131	4	of	of	ADP
ap-1432	131	5	the	the	DET
ap-1432	131	6	thickenings	thickening	NOUN
ap-1432	131	7	need	need	VERB
ap-1432	131	8	to	to	PART
ap-1432	131	9	be	be	AUX
ap-1432	131	10	refined	refine	VERB
ap-1432	131	11	in	in	ADP
ap-1432	131	12	further	further	ADJ
ap-1432	131	13	processing	processing	NOUN
ap-1432	131	14	steps	step	NOUN
ap-1432	131	15	.	.	PUNCT
ap-1432	132	1	for	for	ADP
ap-1432	132	2	example	example	NOUN
ap-1432	132	3	the	the	DET
ap-1432	132	4	rear	rear	NOUN
ap-1432	132	5	of	of	ADP
ap-1432	132	6	the	the	DET
ap-1432	132	7	thickenings	thickening	NOUN
ap-1432	132	8	is	be	AUX
ap-1432	132	9	currently	currently	ADV
ap-1432	132	10	interpolated	interpolate	VERB
ap-1432	132	11	only	only	ADV
ap-1432	132	12	by	by	ADP
ap-1432	132	13	applying	apply	VERB
ap-1432	132	14	a	a	DET
ap-1432	132	15	convex	convex	NOUN
ap-1432	132	16	hull	hull	NOUN
ap-1432	132	17	,	,	PUNCT
ap-1432	132	18	which	which	PRON
ap-1432	132	19	does	do	AUX
ap-1432	132	20	not	not	PART
ap-1432	132	21	consider	consider	VERB
ap-1432	132	22	the	the	DET
ap-1432	132	23	surrounding	surround	VERB
ap-1432	132	24	lung	lung	NOUN
ap-1432	132	25	curvature	curvature	NOUN
ap-1432	132	26	.	.	PUNCT
ap-1432	133	1	approaches	approach	NOUN
ap-1432	133	2	like	like	ADP
ap-1432	133	3	[	[	X
ap-1432	133	4	9	9	NUM
ap-1432	133	5	]	]	PUNCT
ap-1432	133	6	promise	promise	VERB
ap-1432	133	7	more	more	ADV
ap-1432	133	8	accurate	accurate	ADJ
ap-1432	133	9	interpolation	interpolation	NOUN
ap-1432	133	10	of	of	ADP
ap-1432	133	11	the	the	DET
ap-1432	133	12	rear	rear	NOUN
ap-1432	133	13	of	of	ADP
ap-1432	133	14	the	the	DET
ap-1432	133	15	thickenings	thickening	NOUN
ap-1432	133	16	.	.	PUNCT
ap-1432	134	1	acknowledgement	acknowledgement	NOUN
ap-1432	134	2	the	the	DET
ap-1432	134	3	project	project	NOUN
ap-1432	134	4	is	be	AUX
ap-1432	134	5	supported	support	VERB
ap-1432	134	6	by	by	ADP
ap-1432	134	7	german	german	ADJ
ap-1432	134	8	social	social	ADJ
ap-1432	134	9	accident	accident	NOUN
ap-1432	134	10	insurance	insurance	NOUN
ap-1432	134	11	(	(	PUNCT
ap-1432	134	12	dguv	dguv	NOUN
ap-1432	134	13	)	)	PUNCT
ap-1432	134	14	,	,	PUNCT
ap-1432	134	15	project	project	NOUN
ap-1432	134	16	number	number	NOUN
ap-1432	134	17	ff	ff	NOUN
ap-1432	134	18	-	-	PUNCT
ap-1432	134	19	fb0148	fb0148	NOUN
ap-1432	134	20	.	.	PUNCT
ap-1432	135	1	we	we	PRON
ap-1432	135	2	would	would	AUX
ap-1432	135	3	like	like	VERB
ap-1432	135	4	to	to	PART
ap-1432	135	5	thank	thank	VERB
ap-1432	135	6	prof	prof	NOUN
ap-1432	135	7	.	.	PUNCT
ap-1432	136	1	dr.-ing	dr.-e	VERB
ap-1432	136	2	.	.	PUNCT
ap-1432	137	1	til	til	ADV
ap-1432	137	2	aach	aach	NOUN
ap-1432	137	3	,	,	PUNCT
ap-1432	137	4	head	head	NOUN
ap-1432	137	5	of	of	ADP
ap-1432	137	6	the	the	DET
ap-1432	137	7	institute	institute	PROPN
ap-1432	137	8	of	of	ADP
ap-1432	137	9	imaging	imaging	NOUN
ap-1432	137	10	and	and	CCONJ
ap-1432	137	11	computer	computer	NOUN
ap-1432	137	12	vision	vision	NOUN
ap-1432	137	13	,	,	PUNCT
ap-1432	137	14	rwth	rwth	PROPN
ap-1432	137	15	aachen	aachen	PROPN
ap-1432	137	16	university	university	PROPN
ap-1432	137	17	,	,	PUNCT
ap-1432	137	18	germany	germany	PROPN
ap-1432	137	19	for	for	ADP
ap-1432	137	20	supervising	supervise	VERB
ap-1432	137	21	this	this	DET
ap-1432	137	22	project	project	NOUN
ap-1432	137	23	,	,	PUNCT
ap-1432	137	24	and	and	CCONJ
ap-1432	137	25	also	also	ADV
ap-1432	137	26	prof	prof	PROPN
ap-1432	137	27	.	.	PUNCT
ap-1432	138	1	dr	dr	PROPN
ap-1432	138	2	.	.	PROPN
ap-1432	138	3	med	med	PROPN
ap-1432	138	4	.	.	PUNCT
ap-1432	139	1	thomas	thomas	PROPN
ap-1432	139	2	kraus	kraus	PROPN
ap-1432	139	3	,	,	PUNCT
ap-1432	139	4	director	director	NOUN
ap-1432	139	5	of	of	ADP
ap-1432	139	6	the	the	DET
ap-1432	139	7	institute	institute	NOUN
ap-1432	139	8	and	and	CCONJ
ap-1432	139	9	out	out	ADJ
ap-1432	139	10	-	-	PUNCT
ap-1432	139	11	patient	patient	NOUN
ap-1432	139	12	clinic	clinic	NOUN
ap-1432	139	13	of	of	ADP
ap-1432	139	14	occupational	occupational	ADJ
ap-1432	139	15	medicine	medicine	NOUN
ap-1432	139	16	,	,	PUNCT
ap-1432	139	17	university	university	NOUN
ap-1432	139	18	hospital	hospital	NOUN
ap-1432	139	19	aachen	aachen	PROPN
ap-1432	139	20	,	,	PUNCT
ap-1432	139	21	germany	germany	PROPN
ap-1432	139	22	for	for	ADP
ap-1432	139	23	supervising	supervising	NOUN
ap-1432	139	24	and	and	CCONJ
ap-1432	139	25	also	also	ADV
ap-1432	139	26	for	for	ADP
ap-1432	139	27	providing	provide	VERB
ap-1432	139	28	us	we	PRON
ap-1432	139	29	with	with	ADP
ap-1432	139	30	medical	medical	ADJ
ap-1432	139	31	image	image	NOUN
ap-1432	139	32	data	datum	NOUN
ap-1432	139	33	,	,	PUNCT
ap-1432	139	34	background	background	NOUN
ap-1432	139	35	knowledge	knowledge	NOUN
ap-1432	139	36	and	and	CCONJ
ap-1432	139	37	evaluations	evaluation	NOUN
ap-1432	139	38	.	.	PUNCT
ap-1432	140	1	references	reference	NOUN
ap-1432	140	2	[	[	X
ap-1432	140	3	1	1	NUM
ap-1432	140	4	]	]	PUNCT
ap-1432	140	5	pistolesi	pistolesi	NOUN
ap-1432	140	6	,	,	PUNCT
ap-1432	140	7	m.	m.	NOUN
ap-1432	140	8	,	,	PUNCT
ap-1432	140	9	rusthoven	rusthoven	PROPN
ap-1432	140	10	,	,	PUNCT
ap-1432	140	11	j.	j.	PROPN
ap-1432	140	12	:	:	PUNCT
ap-1432	140	13	malignant	malignant	ADJ
ap-1432	140	14	pleural	pleural	ADJ
ap-1432	140	15	mesothelioma	mesothelioma	NOUN
ap-1432	140	16	:	:	PUNCT
ap-1432	140	17	update	update	NOUN
ap-1432	140	18	,	,	PUNCT
ap-1432	140	19	current	current	ADJ
ap-1432	140	20	management	management	NOUN
ap-1432	140	21	,	,	PUNCT
ap-1432	140	22	and	and	CCONJ
ap-1432	140	23	newer	new	ADJ
ap-1432	140	24	therapeutic	therapeutic	ADJ
ap-1432	140	25	strategies	strategy	NOUN
ap-1432	140	26	,	,	PUNCT
ap-1432	140	27	chest	chest	NOUN
ap-1432	140	28	,	,	PUNCT
ap-1432	140	29	2004	2004	NUM
ap-1432	140	30	,	,	PUNCT
ap-1432	140	31	vol	vol	NOUN
ap-1432	140	32	.	.	PROPN
ap-1432	140	33	126	126	NUM
ap-1432	140	34	,	,	PUNCT
ap-1432	140	35	no	no	INTJ
ap-1432	140	36	.	.	NOUN
ap-1432	140	37	4	4	NUM
ap-1432	140	38	,	,	PUNCT
ap-1432	140	39	pp	pp	ADJ
ap-1432	140	40	.	.	NOUN
ap-1432	140	41	1	1	NUM
ap-1432	140	42	318–1	318–1	NUM
ap-1432	140	43	329	329	NUM
ap-1432	140	44	.	.	PUNCT
ap-1432	141	1	[	[	X
ap-1432	141	2	2	2	NUM
ap-1432	141	3	]	]	X
ap-1432	141	4	carl	carl	PROPN
ap-1432	141	5	,	,	PUNCT
ap-1432	141	6	t.	t.	PROPN
ap-1432	141	7	m.	m.	PROPN
ap-1432	141	8	i.	i.	PROPN
ap-1432	141	9	:	:	PUNCT
ap-1432	141	10	interreadervarianz	interreadervarianz	PROPN
ap-1432	141	11	bei	bei	PROPN
ap-1432	141	12	der	der	ADJ
ap-1432	141	13	hrctund	hrctund	NOUN
ap-1432	141	14	cxr	cxr	NOUN
ap-1432	141	15	-	-	PUNCT
ap-1432	141	16	befundung	befundung	NOUN
ap-1432	141	17	in	in	ADP
ap-1432	141	18	einer	einer	PROPN
ap-1432	141	19	längsschnittstudie	längsschnittstudie	X
ap-1432	141	20	bei	bei	PROPN
ap-1432	141	21	ehemals	ehemal	NOUN
ap-1432	141	22	asbeststaubexponierten	asbeststaubexponierten	PROPN
ap-1432	141	23	personen	personen	PROPN
ap-1432	141	24	.	.	PUNCT
ap-1432	142	1	ph.d	ph.d	PROPN
ap-1432	142	2	.	.	PUNCT
ap-1432	143	1	thesis	thesis	PROPN
ap-1432	143	2	,	,	PUNCT
ap-1432	143	3	medizinische	medizinische	PROPN
ap-1432	143	4	fakultät	fakultät	PROPN
ap-1432	143	5	,	,	PUNCT
ap-1432	143	6	rwth	rwth	NOUN
ap-1432	143	7	aachen	aachen	PROPN
ap-1432	143	8	,	,	PUNCT
ap-1432	143	9	2004	2004	NUM
ap-1432	143	10	.	.	PUNCT
ap-1432	144	1	[	[	X
ap-1432	144	2	3	3	NUM
ap-1432	144	3	]	]	X
ap-1432	144	4	chaisaowong	chaisaowong	NOUN
ap-1432	144	5	,	,	PUNCT
ap-1432	144	6	k.	k.	PROPN
ap-1432	144	7	,	,	PUNCT
ap-1432	144	8	knepper	knepper	PROPN
ap-1432	144	9	,	,	PUNCT
ap-1432	144	10	a.	a.	PROPN
ap-1432	144	11	,	,	PUNCT
ap-1432	144	12	kraus	kraus	PROPN
ap-1432	144	13	,	,	PUNCT
ap-1432	144	14	t.	t.	PROPN
ap-1432	144	15	,	,	PUNCT
ap-1432	144	16	aach	aach	NOUN
ap-1432	144	17	,	,	PUNCT
ap-1432	144	18	t.	t.	PROPN
ap-1432	144	19	:	:	PUNCT
ap-1432	144	20	application	application	NOUN
ap-1432	144	21	of	of	ADP
ap-1432	144	22	supervised	supervised	ADJ
ap-1432	144	23	rangeconstrained	rangeconstrained	ADJ
ap-1432	144	24	thresholding	thresholde	VERB
ap-1432	144	25	to	to	PART
ap-1432	144	26	extract	extract	VERB
ap-1432	144	27	lung	lung	NOUN
ap-1432	144	28	pleura	pleura	NOUN
ap-1432	144	29	for	for	ADP
ap-1432	144	30	automated	automate	VERB
ap-1432	144	31	detection	detection	NOUN
ap-1432	144	32	of	of	ADP
ap-1432	144	33	pleural	pleural	ADJ
ap-1432	144	34	thickenings	thickening	NOUN
ap-1432	144	35	from	from	ADP
ap-1432	144	36	thoracic	thoracic	NOUN
ap-1432	144	37	ct	ct	NUM
ap-1432	144	38	images	image	NOUN
ap-1432	144	39	.	.	PUNCT
ap-1432	145	1	proc	proc	NOUN
ap-1432	145	2	.	.	PUNCT
ap-1432	146	1	spie	spie	ADJ
ap-1432	146	2	medical	medical	ADJ
ap-1432	146	3	imaging	imaging	NOUN
ap-1432	146	4	:	:	PUNCT
ap-1432	146	5	computer	computer	NOUN
ap-1432	146	6	-	-	PUNCT
ap-1432	146	7	aided	aid	VERB
ap-1432	146	8	diagnosis	diagnosis	NOUN
ap-1432	146	9	,	,	PUNCT
ap-1432	146	10	san	san	PROPN
ap-1432	146	11	diego	diego	PROPN
ap-1432	146	12	,	,	PUNCT
ap-1432	146	13	ca	ca	NOUN
ap-1432	146	14	,	,	PUNCT
ap-1432	146	15	2007	2007	NUM
ap-1432	146	16	,	,	PUNCT
ap-1432	146	17	vol	vol	NOUN
ap-1432	146	18	.	.	PROPN
ap-1432	146	19	6	6	NUM
ap-1432	146	20	514	514	NUM
ap-1432	146	21	,	,	PUNCT
ap-1432	146	22	p.	p.	NOUN
ap-1432	146	23	65143	65143	NUM
ap-1432	146	24	m.	m.	NOUN
ap-1432	147	1	[	[	X
ap-1432	147	2	4	4	NUM
ap-1432	147	3	]	]	X
ap-1432	147	4	saekor	saekor	ADJ
ap-1432	147	5	,	,	PUNCT
ap-1432	147	6	n.	n.	NOUN
ap-1432	147	7	,	,	PUNCT
ap-1432	147	8	roongruangsorakarn	roongruangsorakarn	PROPN
ap-1432	147	9	,	,	PUNCT
ap-1432	147	10	s.	s.	PROPN
ap-1432	147	11	,	,	PUNCT
ap-1432	147	12	chaisaowong	chaisaowong	PROPN
ap-1432	147	13	,	,	PUNCT
ap-1432	147	14	k.	k.	PROPN
ap-1432	147	15	,	,	PUNCT
ap-1432	147	16	kraus	kraus	PROPN
ap-1432	147	17	,	,	PUNCT
ap-1432	147	18	t.	t.	PROPN
ap-1432	147	19	,	,	PUNCT
ap-1432	147	20	aach	aach	NOUN
ap-1432	147	21	,	,	PUNCT
ap-1432	147	22	t.	t.	PROPN
ap-1432	147	23	:	:	PUNCT
ap-1432	147	24	3d	3d	NUM
ap-1432	147	25	modeling	modeling	NOUN
ap-1432	147	26	of	of	ADP
ap-1432	147	27	detected	detect	VERB
ap-1432	147	28	pleural	pleural	ADJ
ap-1432	147	29	thickenings	thickening	NOUN
ap-1432	147	30	through	through	ADP
ap-1432	147	31	thin	thin	ADJ
ap-1432	147	32	plate	plate	NOUN
ap-1432	147	33	spline	spline	NOUN
ap-1432	147	34	interpolation	interpolation	NOUN
ap-1432	147	35	.	.	PUNCT
ap-1432	148	1	in	in	ADP
ap-1432	148	2	electrical	electrical	ADJ
ap-1432	148	3	engineering	engineering	NOUN
ap-1432	148	4	/	/	SYM
ap-1432	148	5	electronics	electronic	NOUN
ap-1432	148	6	,	,	PUNCT
ap-1432	148	7	computer	computer	NOUN
ap-1432	148	8	,	,	PUNCT
ap-1432	148	9	telecommunications	telecommunication	NOUN
ap-1432	148	10	and	and	CCONJ
ap-1432	148	11	information	information	NOUN
ap-1432	148	12	technology	technology	NOUN
ap-1432	148	13	,	,	PUNCT
ap-1432	148	14	ecti	ecti	NOUN
ap-1432	148	15	-	-	PUNCT
ap-1432	148	16	con	con	NOUN
ap-1432	148	17	,	,	PUNCT
ap-1432	148	18	2009	2009	NUM
ap-1432	148	19	,	,	PUNCT
ap-1432	148	20	vol	vol	NOUN
ap-1432	148	21	.	.	PROPN
ap-1432	148	22	02	02	NUM
ap-1432	148	23	,	,	PUNCT
ap-1432	148	24	pp	pp	ADJ
ap-1432	148	25	.	.	PUNCT
ap-1432	148	26	1	1	NUM
ap-1432	148	27	106–1	106–1	NUM
ap-1432	148	28	109	109	NUM
ap-1432	148	29	.	.	PUNCT
ap-1432	149	1	[	[	X
ap-1432	149	2	5	5	NUM
ap-1432	149	3	]	]	X
ap-1432	149	4	el	el	PROPN
ap-1432	149	5	-	-	PUNCT
ap-1432	149	6	baz	baz	PROPN
ap-1432	149	7	,	,	PUNCT
ap-1432	149	8	a.	a.	NOUN
ap-1432	149	9	,	,	PUNCT
ap-1432	149	10	gimel’farb	gimel’farb	NOUN
ap-1432	149	11	,	,	PUNCT
ap-1432	149	12	g.	g.	PROPN
ap-1432	149	13	,	,	PUNCT
ap-1432	149	14	falk	falk	NOUN
ap-1432	149	15	,	,	PUNCT
ap-1432	149	16	r.	r.	PROPN
ap-1432	149	17	,	,	PUNCT
ap-1432	149	18	elghar	elghar	PROPN
ap-1432	149	19	,	,	PUNCT
ap-1432	149	20	m.	m.	NOUN
ap-1432	149	21	a.	a.	PROPN
ap-1432	149	22	:	:	PUNCT
ap-1432	149	23	a	a	DET
ap-1432	149	24	novel	novel	ADJ
ap-1432	149	25	approach	approach	NOUN
ap-1432	149	26	for	for	ADP
ap-1432	149	27	automatic	automatic	ADJ
ap-1432	149	28	follow	follow	NOUN
ap-1432	149	29	-	-	PUNCT
ap-1432	149	30	up	up	NOUN
ap-1432	149	31	of	of	ADP
ap-1432	149	32	detected	detect	VERB
ap-1432	149	33	lung	lung	NOUN
ap-1432	149	34	nodules	nodule	NOUN
ap-1432	149	35	.	.	PUNCT
ap-1432	150	1	icip	icip	PROPN
ap-1432	150	2	,	,	PUNCT
ap-1432	150	3	san	san	PROPN
ap-1432	150	4	antonio	antonio	PROPN
ap-1432	150	5	,	,	PUNCT
ap-1432	150	6	tx	tx	PROPN
ap-1432	150	7	,	,	PUNCT
ap-1432	150	8	2007	2007	NUM
ap-1432	150	9	,	,	PUNCT
ap-1432	150	10	vol	vol	NOUN
ap-1432	150	11	.	.	PROPN
ap-1432	150	12	5	5	NUM
ap-1432	150	13	,	,	PUNCT
ap-1432	150	14	pp	pp	PROPN
ap-1432	150	15	.	.	PUNCT
ap-1432	150	16	v-501	v-501	NOUN
ap-1432	150	17	–	–	PUNCT
ap-1432	150	18	v-504	v-504	NOUN
ap-1432	150	19	.	.	PUNCT
ap-1432	151	1	[	[	X
ap-1432	151	2	6	6	NUM
ap-1432	151	3	]	]	SYM
ap-1432	151	4	chaisaowong	chaisaowong	NOUN
ap-1432	151	5	,	,	PUNCT
ap-1432	151	6	k.	k.	PROPN
ap-1432	151	7	,	,	PUNCT
ap-1432	151	8	bross	bross	PROPN
ap-1432	151	9	,	,	PUNCT
ap-1432	151	10	b.	b.	PROPN
ap-1432	151	11	,	,	PUNCT
ap-1432	151	12	knepper	knepper	PROPN
ap-1432	151	13	,	,	PUNCT
ap-1432	151	14	a.	a.	PROPN
ap-1432	151	15	,	,	PUNCT
ap-1432	151	16	kraus	kraus	PROPN
ap-1432	151	17	,	,	PUNCT
ap-1432	151	18	t.	t.	PROPN
ap-1432	151	19	,	,	PUNCT
ap-1432	151	20	aach	aach	NOUN
ap-1432	151	21	,	,	PUNCT
ap-1432	151	22	t.	t.	NOUN
ap-1432	151	23	:	:	PUNCT
ap-1432	151	24	detection	detection	NOUN
ap-1432	151	25	and	and	CCONJ
ap-1432	151	26	follow	follow	VERB
ap-1432	151	27	-	-	PUNCT
ap-1432	151	28	up	up	NOUN
ap-1432	151	29	assessment	assessment	NOUN
ap-1432	151	30	of	of	ADP
ap-1432	151	31	pleural	pleural	ADJ
ap-1432	151	32	thickenings	thickening	NOUN
ap-1432	151	33	from	from	ADP
ap-1432	151	34	3d	3d	PROPN
ap-1432	151	35	ct	ct	PROPN
ap-1432	151	36	data	data	PROPN
ap-1432	151	37	.	.	PUNCT
ap-1432	152	1	ecti	ecti	PROPN
ap-1432	152	2	-	-	PUNCT
ap-1432	152	3	con	con	NOUN
ap-1432	152	4	,	,	PUNCT
ap-1432	152	5	2008	2008	NUM
ap-1432	152	6	,	,	PUNCT
ap-1432	152	7	vol	vol	NOUN
ap-1432	152	8	.	.	PUNCT
ap-1432	153	1	i	i	PRON
ap-1432	153	2	,	,	PUNCT
ap-1432	153	3	pp	pp	ADJ
ap-1432	153	4	.	.	PUNCT
ap-1432	154	1	489–492	489–492	NUM
ap-1432	154	2	.	.	PUNCT
ap-1432	155	1	[	[	X
ap-1432	155	2	7	7	NUM
ap-1432	155	3	]	]	X
ap-1432	155	4	chaisaowong	chaisaowong	NOUN
ap-1432	155	5	,	,	PUNCT
ap-1432	155	6	k.	k.	PROPN
ap-1432	155	7	,	,	PUNCT
ap-1432	155	8	jäger	jäger	PROPN
ap-1432	155	9	,	,	PUNCT
ap-1432	155	10	p.	p.	NOUN
ap-1432	155	11	,	,	PUNCT
ap-1432	155	12	vogel	vogel	PROPN
ap-1432	155	13	,	,	PUNCT
ap-1432	155	14	s.	s.	PROPN
ap-1432	155	15	,	,	PUNCT
ap-1432	155	16	knepper	knepper	PROPN
ap-1432	155	17	,	,	PUNCT
ap-1432	155	18	a.	a.	PROPN
ap-1432	155	19	,	,	PUNCT
ap-1432	155	20	kraus	kraus	PROPN
ap-1432	155	21	,	,	PUNCT
ap-1432	155	22	t.	t.	PROPN
ap-1432	155	23	,	,	PUNCT
ap-1432	155	24	aach	aach	NOUN
ap-1432	155	25	,	,	PUNCT
ap-1432	155	26	t.	t.	PROPN
ap-1432	155	27	:	:	PUNCT
ap-1432	155	28	computer	computer	NOUN
ap-1432	155	29	-	-	PUNCT
ap-1432	155	30	assisted	assist	VERB
ap-1432	155	31	diagnosis	diagnosis	NOUN
ap-1432	155	32	for	for	ADP
ap-1432	155	33	early	early	ADJ
ap-1432	155	34	stage	stage	NOUN
ap-1432	155	35	pleural	pleural	ADJ
ap-1432	155	36	mesothelioma	mesothelioma	NOUN
ap-1432	155	37	:	:	PUNCT
ap-1432	155	38	towards	towards	ADP
ap-1432	155	39	automated	automate	VERB
ap-1432	155	40	detection	detection	NOUN
ap-1432	155	41	and	and	CCONJ
ap-1432	155	42	quantitative	quantitative	ADJ
ap-1432	155	43	assessment	assessment	NOUN
ap-1432	155	44	of	of	ADP
ap-1432	155	45	pleural	pleural	ADJ
ap-1432	155	46	thickenings	thickening	NOUN
ap-1432	155	47	from	from	ADP
ap-1432	155	48	thoracic	thoracic	NOUN
ap-1432	155	49	ct	ct	NUM
ap-1432	155	50	images	image	NOUN
ap-1432	155	51	.	.	PUNCT
ap-1432	156	1	methods	method	NOUN
ap-1432	156	2	of	of	ADP
ap-1432	156	3	information	information	NOUN
ap-1432	156	4	in	in	ADP
ap-1432	156	5	medicine	medicine	NOUN
ap-1432	156	6	,	,	PUNCT
ap-1432	156	7	2007	2007	NUM
ap-1432	156	8	,	,	PUNCT
ap-1432	156	9	vol	vol	NOUN
ap-1432	156	10	.	.	PUNCT
ap-1432	156	11	46(3	46(3	NOUN
ap-1432	156	12	)	)	PUNCT
ap-1432	156	13	,	,	PUNCT
ap-1432	156	14	pp	pp	ADP
ap-1432	156	15	.	.	PUNCT
ap-1432	157	1	324–331	324–331	NUM
ap-1432	157	2	.	.	PUNCT
ap-1432	158	1	[	[	X
ap-1432	158	2	8	8	NUM
ap-1432	158	3	]	]	X
ap-1432	158	4	bradford	bradford	PROPN
ap-1432	158	5	barber	barber	PROPN
ap-1432	158	6	,	,	PUNCT
ap-1432	158	7	c.	c.	PROPN
ap-1432	158	8	,	,	PUNCT
ap-1432	158	9	dobkin	dobkin	PROPN
ap-1432	158	10	,	,	PUNCT
ap-1432	158	11	d.	d.	PROPN
ap-1432	158	12	p.	p.	PROPN
ap-1432	158	13	,	,	PUNCT
ap-1432	158	14	huhdanpaa	huhdanpaa	PROPN
ap-1432	158	15	,	,	PUNCT
ap-1432	158	16	h.	h.	PROPN
ap-1432	158	17	:	:	PUNCT
ap-1432	158	18	the	the	DET
ap-1432	158	19	quickhull	quickhull	NOUN
ap-1432	158	20	algorithm	algorithm	NOUN
ap-1432	158	21	for	for	ADP
ap-1432	158	22	convex	convex	NOUN
ap-1432	158	23	hulls	hull	NOUN
ap-1432	158	24	.	.	PUNCT
ap-1432	159	1	acm	acm	NOUN
ap-1432	159	2	transactions	transaction	NOUN
ap-1432	159	3	on	on	ADP
ap-1432	159	4	mathematical	mathematical	ADJ
ap-1432	159	5	software	software	NOUN
ap-1432	159	6	,	,	PUNCT
ap-1432	159	7	1996	1996	NUM
ap-1432	159	8	,	,	PUNCT
ap-1432	159	9	vol	vol	NOUN
ap-1432	159	10	.	.	PROPN
ap-1432	160	1	22	22	NUM
ap-1432	160	2	,	,	PUNCT
ap-1432	160	3	no	no	INTJ
ap-1432	160	4	.	.	NOUN
ap-1432	160	5	4	4	NUM
ap-1432	160	6	,	,	PUNCT
ap-1432	160	7	pp	pp	ADJ
ap-1432	160	8	.	.	PUNCT
ap-1432	161	1	469–483	469–483	NUM
ap-1432	161	2	.	.	PUNCT
ap-1432	162	1	[	[	X
ap-1432	162	2	9	9	NUM
ap-1432	162	3	]	]	X
ap-1432	162	4	liepa	liepa	NOUN
ap-1432	162	5	,	,	PUNCT
ap-1432	162	6	p.	p.	NOUN
ap-1432	162	7	:	:	PUNCT
ap-1432	162	8	filling	fill	VERB
ap-1432	162	9	holes	hole	NOUN
ap-1432	162	10	in	in	ADP
ap-1432	162	11	meshes	mesh	NOUN
ap-1432	162	12	.	.	PUNCT
ap-1432	163	1	proceedings	proceeding	NOUN
ap-1432	163	2	of	of	ADP
ap-1432	163	3	the	the	DET
ap-1432	163	4	2003	2003	NUM
ap-1432	163	5	eurographics	eurographic	NOUN
ap-1432	163	6	/	/	SYM
ap-1432	163	7	acm	acm	PROPN
ap-1432	163	8	siggraph	siggraph	NOUN
ap-1432	163	9	symposium	symposium	NOUN
ap-1432	163	10	on	on	ADP
ap-1432	163	11	geometry	geometry	NOUN
ap-1432	163	12	processing	processing	NOUN
ap-1432	163	13	,	,	PUNCT
ap-1432	163	14	aire	aire	NOUN
ap-1432	163	15	-	-	PUNCT
ap-1432	163	16	la	la	NOUN
ap-1432	163	17	-	-	PUNCT
ap-1432	163	18	ville	ville	PROPN
ap-1432	163	19	,	,	PUNCT
ap-1432	163	20	switzerland	switzerland	PROPN
ap-1432	163	21	,	,	PUNCT
ap-1432	163	22	2003	2003	NUM
ap-1432	163	23	,	,	PUNCT
ap-1432	163	24	sgp	sgp	PROPN
ap-1432	163	25	’	’	PROPN
ap-1432	163	26	03	03	NUM
ap-1432	163	27	,	,	PUNCT
ap-1432	163	28	pp	pp	ADJ
ap-1432	163	29	.	.	PUNCT
ap-1432	164	1	200–205	200–205	NUM
ap-1432	164	2	.	.	PUNCT
ap-1432	165	1	about	about	ADP
ap-1432	165	2	the	the	DET
ap-1432	165	3	authors	author	NOUN
ap-1432	165	4	peter	peter	PROPN
ap-1432	165	5	faltin	faltin	PROPN
ap-1432	165	6	was	be	AUX
ap-1432	165	7	born	bear	VERB
ap-1432	165	8	in	in	ADP
ap-1432	165	9	1983	1983	NUM
ap-1432	165	10	in	in	ADP
ap-1432	165	11	cologne	cologne	NOUN
ap-1432	165	12	,	,	PUNCT
ap-1432	165	13	germany	germany	PROPN
ap-1432	165	14	.	.	PUNCT
ap-1432	166	1	he	he	PRON
ap-1432	166	2	studied	study	VERB
ap-1432	166	3	computer	computer	NOUN
ap-1432	166	4	engineering	engineering	NOUN
ap-1432	166	5	at	at	ADP
ap-1432	166	6	rwth	rwth	PROPN
ap-1432	166	7	aachen	aachen	PROPN
ap-1432	166	8	university	university	PROPN
ap-1432	166	9	(	(	PUNCT
ap-1432	166	10	germany	germany	PROPN
ap-1432	166	11	)	)	PUNCT
ap-1432	166	12	and	and	CCONJ
ap-1432	166	13	received	receive	VERB
ap-1432	166	14	his	his	PRON
ap-1432	166	15	dipl.ing	dipl.ing	NOUN
ap-1432	166	16	.	.	PUNCT
ap-1432	167	1	in	in	ADP
ap-1432	167	2	2010	2010	NUM
ap-1432	167	3	.	.	PUNCT
ap-1432	168	1	currently	currently	ADV
ap-1432	168	2	,	,	PUNCT
ap-1432	168	3	he	he	PRON
ap-1432	168	4	is	be	AUX
ap-1432	168	5	a	a	DET
ap-1432	168	6	phd	phd	NOUN
ap-1432	168	7	student	student	NOUN
ap-1432	168	8	at	at	ADP
ap-1432	168	9	the	the	DET
ap-1432	168	10	institute	institute	PROPN
ap-1432	168	11	of	of	ADP
ap-1432	168	12	imaging	imaging	PROPN
ap-1432	168	13	&	&	CCONJ
ap-1432	168	14	computer	computer	PROPN
ap-1432	168	15	vision	vision	NOUN
ap-1432	168	16	at	at	ADP
ap-1432	168	17	rwth	rwth	PROPN
ap-1432	168	18	aachen	aachen	PROPN
ap-1432	168	19	university	university	PROPN
ap-1432	168	20	,	,	PUNCT
ap-1432	168	21	where	where	SCONJ
ap-1432	168	22	he	he	PRON
ap-1432	168	23	is	be	AUX
ap-1432	168	24	working	work	VERB
ap-1432	168	25	on	on	ADP
ap-1432	168	26	the	the	DET
ap-1432	168	27	“	"	PUNCT
ap-1432	168	28	computer	computer	NOUN
ap-1432	168	29	-	-	PUNCT
ap-1432	168	30	aided	aid	VERB
ap-1432	168	31	early	early	ADJ
ap-1432	168	32	diagnosis	diagnosis	NOUN
ap-1432	168	33	of	of	ADP
ap-1432	168	34	pleuramesothelioms	pleuramesotheliom	NOUN
ap-1432	168	35	”	"	PUNCT
ap-1432	168	36	project	project	NOUN
ap-1432	168	37	.	.	PUNCT
ap-1432	169	1	his	his	PRON
ap-1432	169	2	research	research	NOUN
ap-1432	169	3	focuses	focus	VERB
ap-1432	169	4	on	on	ADP
ap-1432	169	5	medical	medical	ADJ
ap-1432	169	6	image	image	NOUN
ap-1432	169	7	processing	processing	NOUN
ap-1432	169	8	,	,	PUNCT
ap-1432	169	9	signal	signal	NOUN
ap-1432	169	10	processing	processing	NOUN
ap-1432	169	11	and	and	CCONJ
ap-1432	169	12	computer	computer	NOUN
ap-1432	169	13	vision	vision	NOUN
ap-1432	169	14	.	.	PUNCT
ap-1432	170	1	kraisorn	kraisorn	NOUN
ap-1432	170	2	chaisaowong	chaisaowong	NOUN
ap-1432	170	3	was	be	AUX
ap-1432	170	4	born	bear	VERB
ap-1432	170	5	in	in	ADP
ap-1432	170	6	thailand	thailand	PROPN
ap-1432	170	7	.	.	PUNCT
ap-1432	171	1	after	after	ADP
ap-1432	171	2	his	his	PRON
ap-1432	171	3	diplom	diplom	NOUN
ap-1432	171	4	-	-	PUNCT
ap-1432	171	5	ingenieur	ingenieur	PROPN
ap-1432	171	6	studies	study	NOUN
ap-1432	171	7	(	(	PUNCT
ap-1432	171	8	electrical	electrical	ADJ
ap-1432	171	9	engineering	engineering	NOUN
ap-1432	171	10	and	and	CCONJ
ap-1432	171	11	information	information	NOUN
ap-1432	171	12	technology	technology	NOUN
ap-1432	171	13	)	)	PUNCT
ap-1432	171	14	in	in	ADP
ap-1432	171	15	biomedical	biomedical	ADJ
ap-1432	171	16	engineering	engineering	NOUN
ap-1432	171	17	at	at	ADP
ap-1432	171	18	the	the	DET
ap-1432	171	19	institute	institute	PROPN
ap-1432	171	20	of	of	ADP
ap-1432	171	21	biomedical	biomedical	ADJ
ap-1432	171	22	engineering	engineering	PROPN
ap-1432	171	23	,	,	PUNCT
ap-1432	171	24	karlsruhe	karlsruhe	PROPN
ap-1432	171	25	institute	institute	PROPN
ap-1432	171	26	of	of	ADP
ap-1432	171	27	technology	technology	PROPN
ap-1432	171	28	(	(	PUNCT
ap-1432	171	29	germany	germany	PROPN
ap-1432	171	30	)	)	PUNCT
ap-1432	171	31	,	,	PUNCT
ap-1432	171	32	and	and	CCONJ
ap-1432	171	33	a	a	DET
ap-1432	171	34	research	research	NOUN
ap-1432	171	35	stay	stay	NOUN
ap-1432	171	36	at	at	ADP
ap-1432	171	37	the	the	DET
ap-1432	171	38	nora	nora	PROPN
ap-1432	171	39	eccles	eccles	PROPN
ap-1432	171	40	harrison	harrison	PROPN
ap-1432	171	41	cardiovascular	cardiovascular	ADJ
ap-1432	171	42	research	research	NOUN
ap-1432	171	43	and	and	CCONJ
ap-1432	171	44	training	training	NOUN
ap-1432	171	45	institute	institute	NOUN
ap-1432	171	46	,	,	PUNCT
ap-1432	171	47	university	university	PROPN
ap-1432	171	48	of	of	ADP
ap-1432	171	49	utah	utah	PROPN
ap-1432	171	50	(	(	PUNCT
ap-1432	171	51	usa	usa	PROPN
ap-1432	171	52	)	)	PUNCT
ap-1432	171	53	,	,	PUNCT
ap-1432	171	54	he	he	PRON
ap-1432	171	55	ha	ha	INTJ
ap-1432	171	56	been	be	AUX
ap-1432	171	57	employed	employ	VERB
ap-1432	171	58	as	as	ADP
ap-1432	171	59	a	a	DET
ap-1432	171	60	university	university	NOUN
ap-1432	171	61	lecturer	lecturer	NOUN
ap-1432	171	62	at	at	ADP
ap-1432	171	63	the	the	DET
ap-1432	171	64	king	king	NOUN
ap-1432	171	65	mongkut	mongkut	PROPN
ap-1432	171	66	’s	’s	PROPN
ap-1432	171	67	university	university	PROPN
ap-1432	171	68	of	of	ADP
ap-1432	171	69	technology	technology	PROPN
ap-1432	171	70	north	north	PROPN
ap-1432	171	71	bangkok	bangkok	PROPN
ap-1432	171	72	(	(	PUNCT
ap-1432	171	73	thailand	thailand	PROPN
ap-1432	171	74	)	)	PUNCT
ap-1432	171	75	.	.	PUNCT
ap-1432	172	1	currently	currently	ADV
ap-1432	172	2	,	,	PUNCT
ap-1432	172	3	he	he	PRON
ap-1432	172	4	is	be	AUX
ap-1432	172	5	a	a	DET
ap-1432	172	6	phd	phd	NOUN
ap-1432	172	7	student	student	NOUN
ap-1432	172	8	at	at	ADP
ap-1432	172	9	the	the	DET
ap-1432	172	10	institute	institute	PROPN
ap-1432	172	11	of	of	ADP
ap-1432	172	12	imaging	imaging	PROPN
ap-1432	172	13	&	&	CCONJ
ap-1432	172	14	computer	computer	PROPN
ap-1432	172	15	vision	vision	NOUN
ap-1432	172	16	,	,	PUNCT
ap-1432	172	17	rwth	rwth	PROPN
ap-1432	172	18	aachen	aachen	PROPN
ap-1432	172	19	university	university	PROPN
ap-1432	172	20	,	,	PUNCT
ap-1432	172	21	where	where	SCONJ
ap-1432	172	22	he	he	PRON
ap-1432	172	23	is	be	AUX
ap-1432	172	24	responsible	responsible	ADJ
ap-1432	172	25	for	for	ADP
ap-1432	172	26	the	the	DET
ap-1432	172	27	“	"	PUNCT
ap-1432	172	28	computer	computer	NOUN
ap-1432	172	29	-	-	PUNCT
ap-1432	172	30	aided	aid	VERB
ap-1432	172	31	early	early	ADJ
ap-1432	172	32	diagnosis	diagnosis	NOUN
ap-1432	172	33	of	of	ADP
ap-1432	172	34	pleuramesothelioma	pleuramesothelioma	ADJ
ap-1432	172	35	”	"	PUNCT
ap-1432	172	36	project	project	NOUN
ap-1432	172	37	.	.	PUNCT
ap-1432	173	1	43	43	NUM
ap-1432	173	2	acta	acta	PROPN
ap-1432	173	3	polytechnica	polytechnica	PROPN
ap-1432	173	4	vol	vol	NOUN
ap-1432	173	5	.	.	PUNCT
ap-1432	174	1	51	51	NUM
ap-1432	174	2	no	no	NOUN
ap-1432	174	3	.	.	PUNCT
ap-1432	175	1	5/2011	5/2011	NUM
ap-1432	175	2	peter	peter	PROPN
ap-1432	175	3	faltin	faltin	PROPN
ap-1432	175	4	e	e	NOUN
ap-1432	175	5	-	-	NOUN
ap-1432	175	6	mail	mail	NOUN
ap-1432	175	7	:	:	PUNCT
ap-1432	175	8	peter.faltin@lfb.rwth-aachen.de	peter.faltin@lfb.rwth-aachen.de	PROPN
ap-1432	175	9	institute	institute	NOUN
ap-1432	175	10	of	of	ADP
ap-1432	175	11	imaging	imaging	NOUN
ap-1432	175	12	and	and	CCONJ
ap-1432	175	13	computer	computer	NOUN
ap-1432	175	14	vision	vision	NOUN
ap-1432	175	15	rwth	rwth	PROPN
ap-1432	175	16	aachen	aachen	PROPN
ap-1432	175	17	university	university	PROPN
ap-1432	175	18	,	,	PUNCT
ap-1432	175	19	germany	germany	PROPN
ap-1432	175	20	kraisorn	kraisorn	PROPN
ap-1432	175	21	chaisaowong	chaisaowong	NOUN
ap-1432	175	22	e	e	NOUN
ap-1432	175	23	-	-	NOUN
ap-1432	175	24	mail	mail	NOUN
ap-1432	175	25	:	:	PUNCT
ap-1432	175	26	kraisorn.chaisaowong@lfb.rwth-aachen.de	kraisorn.chaisaowong@lfb.rwth-aachen.de	PROPN
ap-1432	175	27	http://www.lfb.rwth-aachen.de/	http://www.lfb.rwth-aachen.de/	PROPN
ap-1432	175	28	institute	institute	NOUN
ap-1432	175	29	of	of	ADP
ap-1432	175	30	imaging	imaging	NOUN
ap-1432	175	31	and	and	CCONJ
ap-1432	175	32	computer	computer	NOUN
ap-1432	175	33	vision	vision	NOUN
ap-1432	175	34	rwth	rwth	PROPN
ap-1432	175	35	aachen	aachen	PROPN
ap-1432	175	36	university	university	PROPN
ap-1432	175	37	,	,	PUNCT
ap-1432	175	38	germany	germany	PROPN
ap-1432	175	39	king	king	PROPN
ap-1432	175	40	mongkut	mongkut	PROPN
ap-1432	175	41	’s	’s	PROPN
ap-1432	175	42	university	university	PROPN
ap-1432	175	43	of	of	ADP
ap-1432	175	44	technology	technology	PROPN
ap-1432	175	45	north	north	PROPN
ap-1432	175	46	bangkok	bangkok	PROPN
ap-1432	175	47	,	,	PUNCT
ap-1432	175	48	thailand	thailand	PROPN
ap-1432	175	49	44	44	NUM