id	sid	tid	token	lemma	pos
6q182j65t5h	1	1	deep	deep	ADJ
6q182j65t5h	1	2	neural	neural	ADJ
6q182j65t5h	1	3	networks	network	NOUN
6q182j65t5h	1	4	(	(	PUNCT
6q182j65t5h	1	5	dnns	dnns	PROPN
6q182j65t5h	1	6	)	)	PUNCT
6q182j65t5h	1	7	have	have	AUX
6q182j65t5h	1	8	achieved	achieve	VERB
6q182j65t5h	1	9	state	state	NOUN
6q182j65t5h	1	10	-	-	PUNCT
6q182j65t5h	1	11	of	of	ADP
6q182j65t5h	1	12	-	-	PUNCT
6q182j65t5h	1	13	the	the	DET
6q182j65t5h	1	14	-	-	PUNCT
6q182j65t5h	1	15	art	art	NOUN
6q182j65t5h	1	16	performance	performance	NOUN
6q182j65t5h	1	17	in	in	ADP
6q182j65t5h	1	18	many	many	ADJ
6q182j65t5h	1	19	areas	area	NOUN
6q182j65t5h	1	20	and	and	CCONJ
6q182j65t5h	1	21	are	be	AUX
6q182j65t5h	1	22	integrated	integrate	VERB
6q182j65t5h	1	23	into	into	ADP
6q182j65t5h	1	24	commercial	commercial	ADJ
6q182j65t5h	1	25	products	product	NOUN
6q182j65t5h	1	26	successfully	successfully	ADV
6q182j65t5h	1	27	.	.	PUNCT
6q182j65t5h	2	1	one	one	NUM
6q182j65t5h	2	2	of	of	ADP
6q182j65t5h	2	3	the	the	DET
6q182j65t5h	2	4	foremost	foremost	ADJ
6q182j65t5h	2	5	challenges	challenge	NOUN
6q182j65t5h	2	6	in	in	ADP
6q182j65t5h	2	7	adopting	adopt	VERB
6q182j65t5h	2	8	dnns	dnn	NOUN
6q182j65t5h	2	9	to	to	ADP
6q182j65t5h	2	10	real	real	ADJ
6q182j65t5h	2	11	-	-	PUNCT
6q182j65t5h	2	12	world	world	NOUN
6q182j65t5h	2	13	mission	mission	NOUN
6q182j65t5h	2	14	-	-	PUNCT
6q182j65t5h	2	15	critical	critical	ADJ
6q182j65t5h	2	16	applications	application	NOUN
6q182j65t5h	2	17	is	be	AUX
6q182j65t5h	2	18	the	the	DET
6q182j65t5h	2	19	lack	lack	NOUN
6q182j65t5h	2	20	of	of	ADP
6q182j65t5h	2	21	competency	competency	NOUN
6q182j65t5h	2	22	-	-	PUNCT
6q182j65t5h	2	23	awareness	awareness	NOUN
6q182j65t5h	2	24	.	.	PUNCT
6q182j65t5h	3	1	even	even	ADV
6q182j65t5h	3	2	cutting	cut	VERB
6q182j65t5h	3	3	-	-	PUNCT
6q182j65t5h	3	4	edge	edge	NOUN
6q182j65t5h	3	5	models	model	NOUN
6q182j65t5h	3	6	fail	fail	VERB
6q182j65t5h	3	7	in	in	ADP
6q182j65t5h	3	8	edge	edge	NOUN
6q182j65t5h	3	9	cases	case	NOUN
6q182j65t5h	3	10	because	because	SCONJ
6q182j65t5h	3	11	of	of	ADP
6q182j65t5h	3	12	the	the	DET
6q182j65t5h	3	13	complicated	complicated	ADJ
6q182j65t5h	3	14	nature	nature	NOUN
6q182j65t5h	3	15	of	of	ADP
6q182j65t5h	3	16	the	the	DET
6q182j65t5h	3	17	real	real	ADJ
6q182j65t5h	3	18	-	-	PUNCT
6q182j65t5h	3	19	world	world	NOUN
6q182j65t5h	3	20	problem	problem	NOUN
6q182j65t5h	3	21	and	and	CCONJ
6q182j65t5h	3	22	the	the	DET
6q182j65t5h	3	23	long	long	ADJ
6q182j65t5h	3	24	tail	tail	NOUN
6q182j65t5h	3	25	of	of	ADP
6q182j65t5h	3	26	the	the	DET
6q182j65t5h	3	27	real	real	ADJ
6q182j65t5h	3	28	-	-	PUNCT
6q182j65t5h	3	29	world	world	NOUN
6q182j65t5h	3	30	cases	case	NOUN
6q182j65t5h	3	31	.	.	PUNCT
6q182j65t5h	4	1	more	more	ADV
6q182j65t5h	4	2	importantly	importantly	ADV
6q182j65t5h	4	3	,	,	PUNCT
6q182j65t5h	4	4	failure	failure	NOUN
6q182j65t5h	4	5	happens	happen	VERB
6q182j65t5h	4	6	silently	silently	ADV
6q182j65t5h	4	7	.	.	PUNCT
6q182j65t5h	5	1	this	this	PRON
6q182j65t5h	5	2	is	be	AUX
6q182j65t5h	5	3	in	in	ADP
6q182j65t5h	5	4	sharp	sharp	ADJ
6q182j65t5h	5	5	contrast	contrast	NOUN
6q182j65t5h	5	6	to	to	ADP
6q182j65t5h	5	7	humans	human	NOUN
6q182j65t5h	5	8	'	'	PART
6q182j65t5h	5	9	capability	capability	NOUN
6q182j65t5h	5	10	on	on	ADP
6q182j65t5h	5	11	competency	competency	NOUN
6q182j65t5h	5	12	-	-	PUNCT
6q182j65t5h	5	13	awareness	awareness	NOUN
6q182j65t5h	5	14	.	.	PUNCT
6q182j65t5h	6	1	in	in	ADP
6q182j65t5h	6	2	order	order	NOUN
6q182j65t5h	6	3	for	for	SCONJ
6q182j65t5h	6	4	dnns	dnn	NOUN
6q182j65t5h	6	5	to	to	PART
6q182j65t5h	6	6	gain	gain	VERB
6q182j65t5h	6	7	humans	human	NOUN
6q182j65t5h	6	8	'	'	PART
6q182j65t5h	6	9	trust	trust	NOUN
6q182j65t5h	6	10	in	in	ADP
6q182j65t5h	6	11	making	make	VERB
6q182j65t5h	6	12	decisions	decision	NOUN
6q182j65t5h	6	13	reliably	reliably	ADV
6q182j65t5h	6	14	,	,	PUNCT
6q182j65t5h	6	15	uncertainty	uncertainty	NOUN
6q182j65t5h	6	16	estimation	estimation	NOUN
6q182j65t5h	6	17	is	be	AUX
6q182j65t5h	6	18	investigated	investigate	VERB
6q182j65t5h	6	19	as	as	ADP
6q182j65t5h	6	20	a	a	DET
6q182j65t5h	6	21	promising	promising	ADJ
6q182j65t5h	6	22	way	way	NOUN
6q182j65t5h	6	23	to	to	ADP
6q182j65t5h	6	24	competency	competency	NOUN
6q182j65t5h	6	25	-	-	PUNCT
6q182j65t5h	6	26	aware	aware	ADJ
6q182j65t5h	6	27	neural	neural	NOUN
6q182j65t5h	6	28	networks.in	networks.in	NUM
6q182j65t5h	6	29	this	this	DET
6q182j65t5h	6	30	dissertation	dissertation	NOUN
6q182j65t5h	6	31	,	,	PUNCT
6q182j65t5h	6	32	we	we	PRON
6q182j65t5h	6	33	focus	focus	VERB
6q182j65t5h	6	34	on	on	ADP
6q182j65t5h	6	35	the	the	DET
6q182j65t5h	6	36	uncertainty	uncertainty	NOUN
6q182j65t5h	6	37	estimation	estimation	NOUN
6q182j65t5h	6	38	that	that	PRON
6q182j65t5h	6	39	provides	provide	VERB
6q182j65t5h	6	40	quantified	quantify	VERB
6q182j65t5h	6	41	scores	score	NOUN
6q182j65t5h	6	42	representing	represent	VERB
6q182j65t5h	6	43	the	the	DET
6q182j65t5h	6	44	confidence	confidence	NOUN
6q182j65t5h	6	45	of	of	ADP
6q182j65t5h	6	46	the	the	DET
6q182j65t5h	6	47	model	model	NOUN
6q182j65t5h	6	48	's	's	PART
6q182j65t5h	6	49	prediction	prediction	NOUN
6q182j65t5h	6	50	.	.	PUNCT
6q182j65t5h	7	1	first	first	ADV
6q182j65t5h	7	2	,	,	PUNCT
6q182j65t5h	7	3	we	we	PRON
6q182j65t5h	7	4	analyze	analyze	VERB
6q182j65t5h	7	5	uncertainty	uncertainty	NOUN
6q182j65t5h	7	6	estimation	estimation	NOUN
6q182j65t5h	7	7	as	as	ADP
6q182j65t5h	7	8	a	a	DET
6q182j65t5h	7	9	general	general	ADJ
6q182j65t5h	7	10	function	function	NOUN
6q182j65t5h	7	11	approximation	approximation	NOUN
6q182j65t5h	7	12	problem	problem	NOUN
6q182j65t5h	7	13	and	and	CCONJ
6q182j65t5h	7	14	provide	provide	VERB
6q182j65t5h	7	15	the	the	DET
6q182j65t5h	7	16	approximation	approximation	NOUN
6q182j65t5h	7	17	error	error	NOUN
6q182j65t5h	7	18	bound	bind	VERB
6q182j65t5h	7	19	in	in	ADP
6q182j65t5h	7	20	quantized	quantize	VERB
6q182j65t5h	7	21	scenarios	scenario	NOUN
6q182j65t5h	7	22	.	.	PUNCT
6q182j65t5h	8	1	second	second	ADV
6q182j65t5h	8	2	,	,	PUNCT
6q182j65t5h	8	3	we	we	PRON
6q182j65t5h	8	4	identify	identify	VERB
6q182j65t5h	8	5	some	some	DET
6q182j65t5h	8	6	problematic	problematic	ADJ
6q182j65t5h	8	7	evaluation	evaluation	NOUN
6q182j65t5h	8	8	methods	method	NOUN
6q182j65t5h	8	9	in	in	ADP
6q182j65t5h	8	10	the	the	DET
6q182j65t5h	8	11	recent	recent	ADJ
6q182j65t5h	8	12	literature	literature	NOUN
6q182j65t5h	8	13	on	on	ADP
6q182j65t5h	8	14	uncertainty	uncertainty	NOUN
6q182j65t5h	8	15	estimation	estimation	NOUN
6q182j65t5h	8	16	and	and	CCONJ
6q182j65t5h	8	17	propose	propose	VERB
6q182j65t5h	8	18	new	new	ADJ
6q182j65t5h	8	19	evaluation	evaluation	NOUN
6q182j65t5h	8	20	metrics	metric	NOUN
6q182j65t5h	8	21	.	.	PUNCT
6q182j65t5h	9	1	we	we	PRON
6q182j65t5h	9	2	further	far	ADV
6q182j65t5h	9	3	use	use	VERB
6q182j65t5h	9	4	these	these	DET
6q182j65t5h	9	5	metrics	metric	NOUN
6q182j65t5h	9	6	to	to	PART
6q182j65t5h	9	7	explore	explore	VERB
6q182j65t5h	9	8	the	the	DET
6q182j65t5h	9	9	relationship	relationship	NOUN
6q182j65t5h	9	10	between	between	ADP
6q182j65t5h	9	11	uncertainty	uncertainty	NOUN
6q182j65t5h	9	12	estimation	estimation	NOUN
6q182j65t5h	9	13	and	and	CCONJ
6q182j65t5h	9	14	hardware	hardware	NOUN
6q182j65t5h	9	15	resource	resource	NOUN
6q182j65t5h	9	16	constraints	constraint	NOUN
6q182j65t5h	9	17	.	.	PUNCT
6q182j65t5h	10	1	third	third	ADJ
6q182j65t5h	10	2	,	,	PUNCT
6q182j65t5h	10	3	motivated	motivate	VERB
6q182j65t5h	10	4	by	by	ADP
6q182j65t5h	10	5	the	the	DET
6q182j65t5h	10	6	discrepancy	discrepancy	NOUN
6q182j65t5h	10	7	between	between	ADP
6q182j65t5h	10	8	the	the	DET
6q182j65t5h	10	9	model	model	NOUN
6q182j65t5h	10	10	training	training	NOUN
6q182j65t5h	10	11	objective	objective	NOUN
6q182j65t5h	10	12	and	and	CCONJ
6q182j65t5h	10	13	the	the	DET
6q182j65t5h	10	14	objective	objective	NOUN
6q182j65t5h	10	15	in	in	ADP
6q182j65t5h	10	16	practice	practice	NOUN
6q182j65t5h	10	17	,	,	PUNCT
6q182j65t5h	10	18	we	we	PRON
6q182j65t5h	10	19	develop	develop	VERB
6q182j65t5h	10	20	uncertainty	uncertainty	NOUN
6q182j65t5h	10	21	-	-	PUNCT
6q182j65t5h	10	22	aware	aware	ADJ
6q182j65t5h	10	23	training	training	NOUN
6q182j65t5h	10	24	for	for	ADP
6q182j65t5h	10	25	selective	selective	ADJ
6q182j65t5h	10	26	medical	medical	ADJ
6q182j65t5h	10	27	image	image	NOUN
6q182j65t5h	10	28	segmentation	segmentation	NOUN
6q182j65t5h	10	29	.	.	PUNCT
6q182j65t5h	11	1	fourth	fourth	ADJ
6q182j65t5h	11	2	,	,	PUNCT
6q182j65t5h	11	3	with	with	ADP
6q182j65t5h	11	4	a	a	DET
6q182j65t5h	11	5	correction	correction	NOUN
6q182j65t5h	11	6	effort	effort	NOUN
6q182j65t5h	11	7	prediction	prediction	NOUN
6q182j65t5h	11	8	model	model	NOUN
6q182j65t5h	11	9	enhanced	enhance	VERB
6q182j65t5h	11	10	by	by	ADP
6q182j65t5h	11	11	uncertainty	uncertainty	NOUN
6q182j65t5h	11	12	maps	map	NOUN
6q182j65t5h	11	13	,	,	PUNCT
6q182j65t5h	11	14	we	we	PRON
6q182j65t5h	11	15	propose	propose	VERB
6q182j65t5h	11	16	an	an	DET
6q182j65t5h	11	17	ultrasound	ultrasound	NOUN
6q182j65t5h	11	18	scanning	scan	VERB
6q182j65t5h	11	19	framework	framework	NOUN
6q182j65t5h	11	20	that	that	PRON
6q182j65t5h	11	21	optimizes	optimize	VERB
6q182j65t5h	11	22	the	the	DET
6q182j65t5h	11	23	data	datum	NOUN
6q182j65t5h	11	24	acquisition	acquisition	NOUN
6q182j65t5h	11	25	for	for	ADP
6q182j65t5h	11	26	improved	improved	ADJ
6q182j65t5h	11	27	automated	automate	VERB
6q182j65t5h	11	28	segmentation	segmentation	NOUN
6q182j65t5h	11	29	by	by	ADP
6q182j65t5h	11	30	dnns	dnns	NOUN
6q182j65t5h	11	31	.	.	PUNCT