id	sid	tid	token	lemma	pos
dpc-3748	1	1	dermatology	dermatology	NOUN
dpc-3748	1	2	:	:	PUNCT
dpc-3748	1	3	practical	practical	ADJ
dpc-3748	1	4	and	and	CCONJ
dpc-3748	1	5	conceptual	conceptual	ADJ
dpc-3748	1	6	opinion	opinion	NOUN
dpc-3748	1	7	|	|	ADP
dpc-3748	1	8	dermatol	dermatol	ADJ
dpc-3748	1	9	pract	pract	NOUN
dpc-3748	1	10	concept	concept	NOUN
dpc-3748	1	11	.	.	PUNCT
dpc-3748	2	1	2023;13(4):e2023247	2023;13(4):e2023247	NUM
dpc-3748	2	2	1	1	NUM
dpc-3748	2	3	overdiagnosis	overdiagnosis	NOUN
dpc-3748	2	4	in	in	ADP
dpc-3748	2	5	melanoma	melanoma	NOUN
dpc-3748	2	6	screening	screening	NOUN
dpc-3748	2	7	:	:	PUNCT
dpc-3748	2	8	is	be	AUX
dpc-3748	2	9	 	 	SPACE
dpc-3748	2	10	it	it	PRON
dpc-3748	2	11	 	 	SPACE
dpc-3748	2	12	a	a	DET
dpc-3748	2	13	 	 	SPACE
dpc-3748	2	14	real	real	ADJ
dpc-3748	2	15	 	 	SPACE
dpc-3748	2	16	problem	problem	NOUN
dpc-3748	2	17	?	?	PUNCT
dpc-3748	3	1	brigid	brigid	PROPN
dpc-3748	3	2	betz	betz	PROPN
dpc-3748	3	3	-	-	PUNCT
dpc-3748	3	4	stablein1	stablein1	PROPN
dpc-3748	3	5	,	,	PUNCT
dpc-3748	3	6	h	h	PROPN
dpc-3748	3	7	peter	peter	PROPN
dpc-3748	3	8	soyer1	soyer1	PROPN
dpc-3748	3	9	1	1	NUM
dpc-3748	3	10	frazer	frazer	PROPN
dpc-3748	3	11	institute	institute	PROPN
dpc-3748	3	12	,	,	PUNCT
dpc-3748	3	13	the	the	DET
dpc-3748	3	14	university	university	PROPN
dpc-3748	3	15	of	of	ADP
dpc-3748	3	16	queensland	queensland	PROPN
dpc-3748	3	17	,	,	PUNCT
dpc-3748	3	18	dermatology	dermatology	NOUN
dpc-3748	3	19	research	research	NOUN
dpc-3748	3	20	centre	centre	NOUN
dpc-3748	3	21	,	,	PUNCT
dpc-3748	3	22	brisbane	brisbane	NOUN
dpc-3748	3	23	,	,	PUNCT
dpc-3748	3	24	australia	australia	PROPN
dpc-3748	3	25	key	key	ADJ
dpc-3748	3	26	words	word	NOUN
dpc-3748	3	27	:	:	PUNCT
dpc-3748	3	28	underdiagnosis	underdiagnosis	NOUN
dpc-3748	3	29	,	,	PUNCT
dpc-3748	3	30	melanoma	melanoma	NOUN
dpc-3748	3	31	incidence	incidence	NOUN
dpc-3748	3	32	,	,	PUNCT
dpc-3748	3	33	biopsy	biopsy	NOUN
dpc-3748	3	34	rates	rate	NOUN
dpc-3748	3	35	,	,	PUNCT
dpc-3748	3	36	total	total	ADJ
dpc-3748	3	37	body	body	NOUN
dpc-3748	3	38	photography	photography	NOUN
dpc-3748	3	39	,	,	PUNCT
dpc-3748	3	40	dermoscopy	dermoscopy	VERB
dpc-3748	3	41	citation	citation	NOUN
dpc-3748	3	42	:	:	PUNCT
dpc-3748	3	43	betz	betz	NOUN
dpc-3748	3	44	-	-	PUNCT
dpc-3748	3	45	stablein	stablein	PROPN
dpc-3748	3	46	b	b	PROPN
dpc-3748	3	47	,	,	PUNCT
dpc-3748	3	48	soyer	soyer	PROPN
dpc-3748	3	49	hp	hp	PROPN
dpc-3748	3	50	.	.	PROPN
dpc-3748	4	1	overdiagnosis	overdiagnosis	PROPN
dpc-3748	4	2	in	in	ADP
dpc-3748	4	3	melanoma	melanoma	PROPN
dpc-3748	4	4	screening	screening	NOUN
dpc-3748	4	5	:	:	PUNCT
dpc-3748	4	6	is	be	AUX
dpc-3748	4	7	it	it	PRON
dpc-3748	4	8	a	a	DET
dpc-3748	4	9	real	real	ADJ
dpc-3748	4	10	problem	problem	NOUN
dpc-3748	4	11	?	?	PUNCT
dpc-3748	5	1	dermatol	dermatol	NOUN
dpc-3748	5	2	pract	pract	NOUN
dpc-3748	5	3	concept	concept	NOUN
dpc-3748	5	4	.	.	PUNCT
dpc-3748	6	1	2023;13(4):e2023247	2023;13(4):e2023247	X
dpc-3748	6	2	.	.	PUNCT
dpc-3748	6	3	doi	doi	NOUN
dpc-3748	6	4	:	:	PUNCT
dpc-3748	6	5	https://doi.org/10.5826/dpc.1304a247	https://doi.org/10.5826/dpc.1304a247	PROPN
dpc-3748	6	6	accepted	accept	VERB
dpc-3748	6	7	:	:	PUNCT
dpc-3748	6	8	august	august	PROPN
dpc-3748	6	9	7	7	NUM
dpc-3748	6	10	,	,	PUNCT
dpc-3748	6	11	2023	2023	NUM
dpc-3748	6	12	;	;	PUNCT
dpc-3748	6	13	published	publish	VERB
dpc-3748	6	14	:	:	PUNCT
dpc-3748	7	1	october	october	PROPN
dpc-3748	7	2	2023	2023	NUM
dpc-3748	7	3	copyright	copyright	NOUN
dpc-3748	7	4	:	:	PUNCT
dpc-3748	7	5	©	©	PROPN
dpc-3748	7	6	2023	2023	NUM
dpc-3748	7	7	betz	betz	NOUN
dpc-3748	7	8	-	-	PUNCT
dpc-3748	7	9	stablein	stablein	PROPN
dpc-3748	7	10	et	et	PROPN
dpc-3748	7	11	al	al	PROPN
dpc-3748	7	12	.	.	PUNCT
dpc-3748	8	1	this	this	PRON
dpc-3748	8	2	is	be	AUX
dpc-3748	8	3	an	an	DET
dpc-3748	8	4	open	open	ADJ
dpc-3748	8	5	-	-	PUNCT
dpc-3748	8	6	access	access	NOUN
dpc-3748	8	7	article	article	NOUN
dpc-3748	8	8	distributed	distribute	VERB
dpc-3748	8	9	under	under	ADP
dpc-3748	8	10	the	the	DET
dpc-3748	8	11	terms	term	NOUN
dpc-3748	8	12	of	of	ADP
dpc-3748	8	13	the	the	DET
dpc-3748	8	14	creative	creative	ADJ
dpc-3748	8	15	commons	common	NOUN
dpc-3748	8	16	attribution	attribution	NOUN
dpc-3748	8	17	-	-	PUNCT
dpc-3748	8	18	noncommercial	noncommercial	ADJ
dpc-3748	8	19	license	license	NOUN
dpc-3748	8	20	(	(	PUNCT
dpc-3748	8	21	by	by	ADP
dpc-3748	8	22	-	-	PUNCT
dpc-3748	8	23	nc-4.0	nc-4.0	NOUN
dpc-3748	8	24	)	)	PUNCT
dpc-3748	8	25	,	,	PUNCT
dpc-3748	8	26	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-3748	8	27	,	,	PUNCT
dpc-3748	8	28	which	which	PRON
dpc-3748	8	29	permits	permit	VERB
dpc-3748	8	30	unrestricted	unrestricted	ADJ
dpc-3748	8	31	noncommercial	noncommercial	ADJ
dpc-3748	8	32	use	use	NOUN
dpc-3748	8	33	,	,	PUNCT
dpc-3748	8	34	distribution	distribution	NOUN
dpc-3748	8	35	,	,	PUNCT
dpc-3748	8	36	and	and	CCONJ
dpc-3748	8	37	reproduction	reproduction	NOUN
dpc-3748	8	38	in	in	ADP
dpc-3748	8	39	any	any	DET
dpc-3748	8	40	medium	medium	NOUN
dpc-3748	8	41	,	,	PUNCT
dpc-3748	8	42	provided	provide	VERB
dpc-3748	8	43	the	the	DET
dpc-3748	8	44	original	original	ADJ
dpc-3748	8	45	authors	author	NOUN
dpc-3748	8	46	and	and	CCONJ
dpc-3748	8	47	source	source	NOUN
dpc-3748	8	48	are	be	AUX
dpc-3748	8	49	credited	credit	VERB
dpc-3748	8	50	.	.	PUNCT
dpc-3748	9	1	funding	funding	NOUN
dpc-3748	9	2	:	:	PUNCT
dpc-3748	9	3	none	none	NOUN
dpc-3748	9	4	.	.	PUNCT
dpc-3748	10	1	competing	compete	VERB
dpc-3748	10	2	interests	interest	NOUN
dpc-3748	10	3	:	:	PUNCT
dpc-3748	10	4	hps	hps	NOUN
dpc-3748	10	5	is	be	AUX
dpc-3748	10	6	a	a	DET
dpc-3748	10	7	shareholder	shareholder	NOUN
dpc-3748	10	8	of	of	ADP
dpc-3748	10	9	molemap	molemap	PROPN
dpc-3748	10	10	nz	nz	PROPN
dpc-3748	10	11	limited	limited	ADJ
dpc-3748	10	12	and	and	CCONJ
dpc-3748	10	13	e	e	NOUN
dpc-3748	10	14	-	-	NOUN
dpc-3748	10	15	derm	derm	NOUN
dpc-3748	10	16	consult	consult	NOUN
dpc-3748	10	17	gmbh	gmbh	NOUN
dpc-3748	10	18	and	and	CCONJ
dpc-3748	10	19	undertakes	undertake	VERB
dpc-3748	10	20	regular	regular	ADJ
dpc-3748	10	21	teledermatological	teledermatological	ADJ
dpc-3748	10	22	reporting	reporting	NOUN
dpc-3748	10	23	for	for	ADP
dpc-3748	10	24	both	both	DET
dpc-3748	10	25	companies	company	NOUN
dpc-3748	10	26	.	.	PUNCT
dpc-3748	11	1	hps	hps	NOUN
dpc-3748	11	2	is	be	AUX
dpc-3748	11	3	a	a	DET
dpc-3748	11	4	medical	medical	ADJ
dpc-3748	11	5	consultant	consultant	NOUN
dpc-3748	11	6	for	for	ADP
dpc-3748	11	7	canfield	canfield	PROPN
dpc-3748	11	8	scientific	scientific	PROPN
dpc-3748	11	9	inc	inc	PROPN
dpc-3748	11	10	,	,	PUNCT
dpc-3748	11	11	blaze	blaze	PROPN
dpc-3748	11	12	bioscience	bioscience	PROPN
dpc-3748	11	13	inc	inc	PROPN
dpc-3748	11	14	,	,	PUNCT
dpc-3748	11	15	and	and	CCONJ
dpc-3748	11	16	a	a	DET
dpc-3748	11	17	medical	medical	ADJ
dpc-3748	11	18	advisor	advisor	NOUN
dpc-3748	11	19	for	for	ADP
dpc-3748	11	20	first	first	ADJ
dpc-3748	11	21	derm	derm	NOUN
dpc-3748	11	22	.	.	PUNCT
dpc-3748	12	1	authorship	authorship	NOUN
dpc-3748	12	2	:	:	PUNCT
dpc-3748	12	3	all	all	DET
dpc-3748	12	4	authors	author	NOUN
dpc-3748	12	5	have	have	AUX
dpc-3748	12	6	contributed	contribute	VERB
dpc-3748	12	7	significantly	significantly	ADV
dpc-3748	12	8	to	to	ADP
dpc-3748	12	9	this	this	DET
dpc-3748	12	10	publication	publication	NOUN
dpc-3748	12	11	.	.	PUNCT
dpc-3748	13	1	corresponding	correspond	VERB
dpc-3748	13	2	author	author	NOUN
dpc-3748	13	3	:	:	PUNCT
dpc-3748	13	4	h	h	PROPN
dpc-3748	13	5	peter	peter	PROPN
dpc-3748	13	6	soyer	soyer	PROPN
dpc-3748	13	7	,	,	PUNCT
dpc-3748	13	8	frazer	frazer	PROPN
dpc-3748	13	9	institute	institute	PROPN
dpc-3748	13	10	,	,	PUNCT
dpc-3748	13	11	the	the	DET
dpc-3748	13	12	university	university	PROPN
dpc-3748	13	13	of	of	ADP
dpc-3748	13	14	queensland	queensland	PROPN
dpc-3748	13	15	,	,	PUNCT
dpc-3748	13	16	dermatology	dermatology	NOUN
dpc-3748	13	17	research	research	NOUN
dpc-3748	13	18	centre	centre	NOUN
dpc-3748	13	19	,	,	PUNCT
dpc-3748	13	20	brisbane	brisbane	NOUN
dpc-3748	13	21	,	,	PUNCT
dpc-3748	13	22	australia	australia	PROPN
dpc-3748	13	23	.	.	PUNCT
dpc-3748	14	1	e	e	X
dpc-3748	14	2	-	-	NOUN
dpc-3748	14	3	mail	mail	NOUN
dpc-3748	14	4	:	:	PUNCT
dpc-3748	14	5	p.soyer@uq.edu.au	p.soyer@uq.edu.au	PROPN
dpc-3748	14	6	the	the	DET
dpc-3748	14	7	phenomenon	phenomenon	NOUN
dpc-3748	14	8	of	of	ADP
dpc-3748	14	9	overdiagnosis	overdiagnosis	NOUN
dpc-3748	14	10	is	be	AUX
dpc-3748	14	11	 	 	SPACE
dpc-3748	14	12	not	not	PART
dpc-3748	14	13	specific	specific	ADJ
dpc-3748	14	14	to	to	ADP
dpc-3748	14	15	melanoma	melanoma	NOUN
dpc-3748	14	16	overdiagnosis	overdiagnosis	NOUN
dpc-3748	14	17	is	be	AUX
dpc-3748	14	18	a	a	DET
dpc-3748	14	19	relevant	relevant	ADJ
dpc-3748	14	20	health	health	NOUN
dpc-3748	14	21	challenge	challenge	NOUN
dpc-3748	14	22	worldwide	worldwide	ADV
dpc-3748	14	23	,	,	PUNCT
dpc-3748	14	24	not	not	PART
dpc-3748	14	25	just	just	ADV
dpc-3748	14	26	in	in	ADP
dpc-3748	14	27	cancer	cancer	NOUN
dpc-3748	14	28	but	but	CCONJ
dpc-3748	14	29	across	across	ADP
dpc-3748	14	30	several	several	ADJ
dpc-3748	14	31	medical	medical	ADJ
dpc-3748	14	32	conditions	condition	NOUN
dpc-3748	14	33	.	.	PUNCT
dpc-3748	15	1	overdiagnosis	overdiagnosis	NOUN
dpc-3748	15	2	is	be	AUX
dpc-3748	15	3	the	the	DET
dpc-3748	15	4	diagnosis	diagnosis	NOUN
dpc-3748	15	5	of	of	ADP
dpc-3748	15	6	a	a	DET
dpc-3748	15	7	condition	condition	NOUN
dpc-3748	15	8	/	/	SYM
dpc-3748	15	9	disease	disease	NOUN
dpc-3748	15	10	that	that	PRON
dpc-3748	15	11	will	will	AUX
dpc-3748	15	12	never	never	ADV
dpc-3748	15	13	cause	cause	VERB
dpc-3748	15	14	symptoms	symptom	NOUN
dpc-3748	15	15	or	or	CCONJ
dpc-3748	15	16	death	death	NOUN
dpc-3748	15	17	during	during	ADP
dpc-3748	15	18	a	a	DET
dpc-3748	15	19	person	person	NOUN
dpc-3748	15	20	’s	’s	PART
dpc-3748	15	21	expected	expect	VERB
dpc-3748	15	22	lifetime	lifetime	NOUN
dpc-3748	15	23	[	[	X
dpc-3748	15	24	1	1	NUM
dpc-3748	15	25	]	]	PUNCT
dpc-3748	15	26	.	.	PUNCT
dpc-3748	16	1	in	in	ADP
dpc-3748	16	2	the	the	DET
dpc-3748	16	3	case	case	NOUN
dpc-3748	16	4	of	of	ADP
dpc-3748	16	5	cancer	cancer	NOUN
dpc-3748	16	6	,	,	PUNCT
dpc-3748	16	7	it	it	PRON
dpc-3748	16	8	either	either	CCONJ
dpc-3748	16	9	represents	represent	VERB
dpc-3748	16	10	a	a	DET
dpc-3748	16	11	tumor	tumor	NOUN
dpc-3748	16	12	that	that	PRON
dpc-3748	16	13	will	will	AUX
dpc-3748	16	14	not	not	PART
dpc-3748	16	15	progress	progress	VERB
dpc-3748	16	16	(	(	PUNCT
dpc-3748	16	17	or	or	CCONJ
dpc-3748	16	18	potentially	potentially	ADV
dpc-3748	16	19	regress	regress	ADJ
dpc-3748	16	20	)	)	PUNCT
dpc-3748	16	21	,	,	PUNCT
dpc-3748	16	22	or	or	CCONJ
dpc-3748	16	23	a	a	DET
dpc-3748	16	24	slowly	slowly	ADV
dpc-3748	16	25	progressing	progress	VERB
dpc-3748	16	26	tumor	tumor	NOUN
dpc-3748	16	27	where	where	SCONJ
dpc-3748	16	28	a	a	DET
dpc-3748	16	29	patient	patient	NOUN
dpc-3748	16	30	will	will	AUX
dpc-3748	16	31	die	die	VERB
dpc-3748	16	32	of	of	ADP
dpc-3748	16	33	other	other	ADJ
dpc-3748	16	34	causes	cause	NOUN
dpc-3748	16	35	before	before	ADP
dpc-3748	16	36	becoming	become	VERB
dpc-3748	16	37	symptomatic	symptomatic	ADJ
dpc-3748	16	38	[	[	X
dpc-3748	16	39	1	1	NUM
dpc-3748	16	40	]	]	PUNCT
dpc-3748	16	41	.	.	PUNCT
dpc-3748	17	1	melanoma	melanoma	PROPN
dpc-3748	17	2	overdiagnosis	overdiagnosis	PROPN
dpc-3748	17	3	is	be	AUX
dpc-3748	17	4	an	an	DET
dpc-3748	17	5	increasing	increase	VERB
dpc-3748	17	6	topical	topical	ADJ
dpc-3748	17	7	issue	issue	NOUN
dpc-3748	17	8	today	today	NOUN
dpc-3748	17	9	particularly	particularly	ADV
dpc-3748	17	10	as	as	SCONJ
dpc-3748	17	11	the	the	DET
dpc-3748	17	12	number	number	NOUN
dpc-3748	17	13	of	of	ADP
dpc-3748	17	14	in	in	ADP
dpc-3748	17	15	situ	situ	ADJ
dpc-3748	17	16	melanomas	melanomas	NOUN
dpc-3748	17	17	is	be	AUX
dpc-3748	17	18	skyrocketing	skyrocket	VERB
dpc-3748	17	19	.	.	PUNCT
dpc-3748	18	1	in	in	ADP
dpc-3748	18	2	this	this	DET
dpc-3748	18	3	opinion	opinion	NOUN
dpc-3748	18	4	piece	piece	NOUN
dpc-3748	18	5	,	,	PUNCT
dpc-3748	18	6	we	we	PRON
dpc-3748	18	7	focus	focus	VERB
dpc-3748	18	8	on	on	ADP
dpc-3748	18	9	the	the	DET
dpc-3748	18	10	phenomenon	phenomenon	NOUN
dpc-3748	18	11	which	which	PRON
dpc-3748	18	12	has	have	AUX
dpc-3748	18	13	been	be	AUX
dpc-3748	18	14	referred	refer	VERB
dpc-3748	18	15	to	to	ADP
dpc-3748	18	16	as	as	ADP
dpc-3748	18	17	the	the	DET
dpc-3748	18	18	‘	'	PUNCT
dpc-3748	18	19	epidemic	epidemic	NOUN
dpc-3748	18	20	of	of	ADP
dpc-3748	18	21	overdiagnosis	overdiagnosis	NOUN
dpc-3748	18	22	’	'	PUNCT
dpc-3748	18	23	in	in	ADP
dpc-3748	18	24	melanoma	melanoma	NOUN
dpc-3748	18	25	.	.	PUNCT
dpc-3748	19	1	overdiagnosis	overdiagnosis	NOUN
dpc-3748	19	2	versus	versus	ADP
dpc-3748	19	3	true	true	ADJ
dpc-3748	19	4	increase	increase	NOUN
dpc-3748	19	5	the	the	DET
dpc-3748	19	6	most	most	ADV
dpc-3748	19	7	credible	credible	ADJ
dpc-3748	19	8	evidence	evidence	NOUN
dpc-3748	19	9	for	for	ADP
dpc-3748	19	10	the	the	DET
dpc-3748	19	11	concept	concept	NOUN
dpc-3748	19	12	of	of	ADP
dpc-3748	19	13	overdiagnosis	overdiagnosis	NOUN
dpc-3748	19	14	is	be	AUX
dpc-3748	19	15	the	the	DET
dpc-3748	19	16	significant	significant	ADJ
dpc-3748	19	17	rise	rise	NOUN
dpc-3748	19	18	in	in	ADP
dpc-3748	19	19	melanoma	melanoma	ADJ
dpc-3748	19	20	incidence	incidence	NOUN
dpc-3748	19	21	with	with	ADP
dpc-3748	19	22	no	no	DET
dpc-3748	19	23	corresponding	corresponding	ADJ
dpc-3748	19	24	increase	increase	NOUN
dpc-3748	19	25	in	in	ADP
dpc-3748	19	26	mortality	mortality	NOUN
dpc-3748	19	27	.	.	PUNCT
dpc-3748	20	1	this	this	PRON
dpc-3748	20	2	may	may	AUX
dpc-3748	20	3	also	also	ADV
dpc-3748	20	4	be	be	AUX
dpc-3748	20	5	explained	explain	VERB
dpc-3748	20	6	by	by	ADP
dpc-3748	20	7	a	a	DET
dpc-3748	20	8	true	true	ADJ
dpc-3748	20	9	increase	increase	NOUN
dpc-3748	20	10	due	due	ADP
dpc-3748	20	11	to	to	ADP
dpc-3748	20	12	improvements	improvement	NOUN
dpc-3748	20	13	in	in	ADP
dpc-3748	20	14	detection	detection	NOUN
dpc-3748	20	15	given	give	VERB
dpc-3748	20	16	the	the	DET
dpc-3748	20	17	advances	advance	NOUN
dpc-3748	20	18	in	in	ADP
dpc-3748	20	19	diagnostic	diagnostic	ADJ
dpc-3748	20	20	imaging	imaging	NOUN
dpc-3748	20	21	,	,	PUNCT
dpc-3748	20	22	and	and	CCONJ
dpc-3748	20	23	the	the	DET
dpc-3748	20	24	lower	low	ADJ
dpc-3748	20	25	threshold	threshold	NOUN
dpc-3748	20	26	of	of	ADP
dpc-3748	20	27	histopathologic	histopathologic	ADJ
dpc-3748	20	28	diagnosis	diagnosis	NOUN
dpc-3748	20	29	known	know	VERB
dpc-3748	20	30	as	as	ADP
dpc-3748	20	31	‘	'	PUNCT
dpc-3748	20	32	diagnostic	diagnostic	ADJ
dpc-3748	20	33	drift	drift	NOUN
dpc-3748	20	34	’	'	PUNCT
dpc-3748	21	1	[	[	X
dpc-3748	21	2	2	2	NUM
dpc-3748	21	3	]	]	PUNCT
dpc-3748	21	4	.	.	PUNCT
dpc-3748	22	1	harms	harm	VERB
dpc-3748	22	2	et	et	PROPN
dpc-3748	22	3	al	al	PROPN
dpc-3748	22	4	.	.	PROPN
dpc-3748	22	5	discusses	discuss	VERB
dpc-3748	22	6	other	other	ADJ
dpc-3748	22	7	factors	factor	NOUN
dpc-3748	22	8	including	include	VERB
dpc-3748	22	9	the	the	DET
dpc-3748	22	10	introduction	introduction	NOUN
dpc-3748	22	11	of	of	ADP
dpc-3748	22	12	screening	screening	NOUN
dpc-3748	22	13	and	and	CCONJ
dpc-3748	22	14	patient	patient	ADJ
dpc-3748	22	15	awareness	awareness	NOUN
dpc-3748	22	16	campaigns	campaign	NOUN
dpc-3748	22	17	,	,	PUNCT
dpc-3748	22	18	increased	increase	VERB
dpc-3748	22	19	biopsy	biopsy	NOUN
dpc-3748	22	20	rates	rate	NOUN
dpc-3748	22	21	,	,	PUNCT
dpc-3748	22	22	and	and	CCONJ
dpc-3748	22	23	improved	improve	VERB
dpc-3748	22	24	medical	medical	ADJ
dpc-3748	22	25	record	record	NOUN
dpc-3748	22	26	keeping	keeping	NOUN
dpc-3748	22	27	[	[	X
dpc-3748	22	28	3	3	NUM
dpc-3748	22	29	]	]	PUNCT
dpc-3748	22	30	.	.	PUNCT
dpc-3748	23	1	the	the	DET
dpc-3748	23	2	increasing	increase	VERB
dpc-3748	23	3	incidence	incidence	NOUN
dpc-3748	23	4	,	,	PUNCT
dpc-3748	23	5	therefore	therefore	ADV
dpc-3748	23	6	,	,	PUNCT
dpc-3748	23	7	must	must	AUX
dpc-3748	23	8	be	be	AUX
dpc-3748	23	9	analyzed	analyze	VERB
dpc-3748	23	10	in	in	ADP
dpc-3748	23	11	the	the	DET
dpc-3748	23	12	context	context	NOUN
dpc-3748	23	13	of	of	ADP
dpc-3748	23	14	changing	change	VERB
dpc-3748	23	15	public	public	ADJ
dpc-3748	23	16	awareness	awareness	NOUN
dpc-3748	23	17	,	,	PUNCT
dpc-3748	23	18	dermatologic	dermatologic	ADJ
dpc-3748	23	19	care	care	NOUN
dpc-3748	23	20	and	and	CCONJ
dpc-3748	23	21	sun	sun	NOUN
dpc-3748	23	22	exposure	exposure	NOUN
dpc-3748	23	23	[	[	X
dpc-3748	23	24	4	4	NUM
dpc-3748	23	25	]	]	PUNCT
dpc-3748	23	26	.	.	PUNCT
dpc-3748	24	1	thus	thus	ADV
dpc-3748	24	2	,	,	PUNCT
dpc-3748	24	3	kurtansky	kurtansky	PROPN
dpc-3748	24	4	et	et	PROPN
dpc-3748	24	5	al	al	PROPN
dpc-3748	24	6	.	.	PROPN
dpc-3748	24	7	analyzed	analyze	VERB
dpc-3748	24	8	these	these	DET
dpc-3748	24	9	trends	trend	NOUN
dpc-3748	24	10	adjusting	adjust	VERB
dpc-3748	24	11	for	for	ADP
dpc-3748	24	12	age	age	NOUN
dpc-3748	24	13	and	and	CCONJ
dpc-3748	24	14	sex	sex	NOUN
dpc-3748	24	15	,	,	PUNCT
dpc-3748	24	16	and	and	CCONJ
dpc-3748	24	17	accounting	account	VERB
dpc-3748	24	18	for	for	ADP
dpc-3748	24	19	period	period	NOUN
dpc-3748	24	20	and	and	CCONJ
dpc-3748	24	21	cohort	cohort	NOUN
dpc-3748	24	22	effects	effect	NOUN
dpc-3748	24	23	,	,	PUNCT
dpc-3748	24	24	and	and	CCONJ
dpc-3748	24	25	identified	identify	VERB
dpc-3748	24	26	evidence	evidence	NOUN
dpc-3748	24	27	of	of	ADP
dpc-3748	24	28	both	both	CCONJ
dpc-3748	24	29	a	a	DET
dpc-3748	24	30	true	true	ADJ
dpc-3748	24	31	increase	increase	NOUN
dpc-3748	24	32	–	–	PUNCT
dpc-3748	24	33	most	most	ADV
dpc-3748	24	34	apparent	apparent	ADJ
dpc-3748	24	35	in	in	ADP
dpc-3748	24	36	older	old	ADJ
dpc-3748	24	37	males	male	NOUN
dpc-3748	24	38	–	–	PUNCT
dpc-3748	24	39	and	and	CCONJ
dpc-3748	24	40	overdiagnosis	overdiagnosis	NOUN
dpc-3748	24	41	–	–	PUNCT
dpc-3748	24	42	most	most	ADV
dpc-3748	24	43	apparent	apparent	ADJ
dpc-3748	24	44	in	in	ADP
dpc-3748	24	45	middle	middle	ADJ
dpc-3748	24	46	aged	aged	ADJ
dpc-3748	24	47	and	and	CCONJ
dpc-3748	24	48	younger	young	ADJ
dpc-3748	24	49	females	female	NOUN
dpc-3748	24	50	[	[	X
dpc-3748	24	51	4	4	NUM
dpc-3748	24	52	]	]	PUNCT
dpc-3748	24	53	.	.	PUNCT
dpc-3748	25	1	2	2	NUM
dpc-3748	25	2	opinion	opinion	NOUN
dpc-3748	25	3	|	|	ADV
dpc-3748	25	4	dermatol	dermatol	NOUN
dpc-3748	25	5	pract	pract	NOUN
dpc-3748	25	6	concept	concept	NOUN
dpc-3748	25	7	.	.	PUNCT
dpc-3748	26	1	2023;13(4):e2023247	2023;13(4):e2023247	NUM
dpc-3748	26	2	drivers	driver	NOUN
dpc-3748	26	3	of	of	ADP
dpc-3748	26	4	melanoma	melanoma	NOUN
dpc-3748	26	5	overdiagnosis	overdiagnosis	NOUN
dpc-3748	26	6	have	have	AUX
dpc-3748	26	7	formed	form	VERB
dpc-3748	26	8	a	a	DET
dpc-3748	26	9	somewhat	somewhat	ADV
dpc-3748	26	10	self	self	NOUN
dpc-3748	26	11	-	-	PUNCT
dpc-3748	26	12	perpetual	perpetual	ADJ
dpc-3748	26	13	cycle	cycle	NOUN
dpc-3748	26	14	where	where	SCONJ
dpc-3748	26	15	heighted	heighted	PROPN
dpc-3748	26	16	awareness	awareness	NOUN
dpc-3748	26	17	leads	lead	VERB
dpc-3748	26	18	to	to	ADP
dpc-3748	26	19	more	more	ADJ
dpc-3748	26	20	screening	screening	NOUN
dpc-3748	26	21	,	,	PUNCT
dpc-3748	26	22	leading	lead	VERB
dpc-3748	26	23	to	to	ADP
dpc-3748	26	24	more	more	ADJ
dpc-3748	26	25	biopsies	biopsy	NOUN
dpc-3748	26	26	and	and	CCONJ
dpc-3748	26	27	thus	thus	ADV
dpc-3748	26	28	more	more	ADJ
dpc-3748	26	29	melanoma	melanoma	NOUN
dpc-3748	26	30	diagnoses	diagnosis	NOUN
dpc-3748	26	31	,	,	PUNCT
dpc-3748	26	32	leading	lead	VERB
dpc-3748	26	33	again	again	ADV
dpc-3748	26	34	to	to	ADP
dpc-3748	26	35	higher	high	ADJ
dpc-3748	26	36	awareness	awareness	NOUN
dpc-3748	26	37	(	(	PUNCT
dpc-3748	26	38	figure	figure	NOUN
dpc-3748	26	39	1	1	NUM
dpc-3748	26	40	)	)	PUNCT
dpc-3748	27	1	[	[	X
dpc-3748	27	2	5	5	NUM
dpc-3748	27	3	]	]	PUNCT
dpc-3748	27	4	.	.	PUNCT
dpc-3748	28	1	in	in	SCONJ
dpc-3748	28	2	hope	hope	NOUN
dpc-3748	28	3	of	of	ADP
dpc-3748	28	4	identifying	identify	VERB
dpc-3748	28	5	areas	area	NOUN
dpc-3748	28	6	to	to	PART
dpc-3748	28	7	address	address	VERB
dpc-3748	28	8	overdiagnosis	overdiagnosis	PROPN
dpc-3748	28	9	,	,	PUNCT
dpc-3748	28	10	pathirana	pathirana	PROPN
dpc-3748	28	11	et	et	PROPN
dpc-3748	28	12	al	al	PROPN
dpc-3748	28	13	.	.	PROPN
dpc-3748	28	14	mapped	map	VERB
dpc-3748	28	15	potential	potential	ADJ
dpc-3748	28	16	drivers	driver	NOUN
dpc-3748	28	17	to	to	ADP
dpc-3748	28	18	five	five	NUM
dpc-3748	28	19	interrelated	interrelated	ADJ
dpc-3748	28	20	domains	domain	NOUN
dpc-3748	28	21	,	,	PUNCT
dpc-3748	28	22	namely	namely	ADV
dpc-3748	28	23	,	,	PUNCT
dpc-3748	28	24	i	i	NOUN
dpc-3748	28	25	)	)	PUNCT
dpc-3748	28	26	culture	culture	NOUN
dpc-3748	28	27	–	–	PUNCT
dpc-3748	28	28	eg	eg	NOUN
dpc-3748	28	29	beliefs	belief	NOUN
dpc-3748	28	30	that	that	PRON
dpc-3748	28	31	more	more	ADJ
dpc-3748	28	32	is	be	AUX
dpc-3748	28	33	better	well	ADJ
dpc-3748	28	34	,	,	PUNCT
dpc-3748	28	35	ii	ii	NOUN
dpc-3748	28	36	)	)	PUNCT
dpc-3748	28	37	financial	financial	ADJ
dpc-3748	28	38	incentives	incentive	NOUN
dpc-3748	28	39	at	at	ADP
dpc-3748	28	40	the	the	DET
dpc-3748	28	41	health	health	NOUN
dpc-3748	28	42	system	system	NOUN
dpc-3748	28	43	level	level	NOUN
dpc-3748	28	44	,	,	PUNCT
dpc-3748	28	45	iii	iii	NOUN
dpc-3748	28	46	)	)	PUNCT
dpc-3748	28	47	technological	technological	ADJ
dpc-3748	28	48	change	change	NOUN
dpc-3748	28	49	,	,	PUNCT
dpc-3748	28	50	iv	iv	X
dpc-3748	28	51	)	)	PUNCT
dpc-3748	28	52	professional	professional	ADJ
dpc-3748	28	53	angst	angst	NOUN
dpc-3748	28	54	of	of	ADP
dpc-3748	28	55	missing	miss	VERB
dpc-3748	28	56	disease	disease	NOUN
dpc-3748	28	57	and	and	CCONJ
dpc-3748	28	58	v	v	NOUN
dpc-3748	28	59	)	)	PUNCT
dpc-3748	28	60	public	public	ADJ
dpc-3748	28	61	expectations	expectation	NOUN
dpc-3748	28	62	in	in	ADP
dpc-3748	28	63	clinicians	clinician	NOUN
dpc-3748	28	64	to	to	PART
dpc-3748	28	65	do	do	AUX
dpc-3748	28	66	something	something	PRON
dpc-3748	28	67	[	[	X
dpc-3748	28	68	6	6	NUM
dpc-3748	28	69	]	]	PUNCT
dpc-3748	28	70	.	.	PUNCT
dpc-3748	29	1	is	be	AUX
dpc-3748	29	2	the	the	DET
dpc-3748	29	3	melanoma	melanoma	NOUN
dpc-3748	29	4	epidemic	epidemic	NOUN
dpc-3748	29	5	mostly	mostly	ADV
dpc-3748	29	6	an	an	PRON
dpc-3748	29	7	 	 	SPACE
dpc-3748	29	8	in	in	ADP
dpc-3748	29	9	situ	situ	ADJ
dpc-3748	29	10	melanoma	melanoma	NOUN
dpc-3748	29	11	epidemic	epidemic	NOUN
dpc-3748	29	12	?	?	PUNCT
dpc-3748	30	1	while	while	SCONJ
dpc-3748	30	2	both	both	CCONJ
dpc-3748	30	3	invasive	invasive	ADJ
dpc-3748	30	4	and	and	CCONJ
dpc-3748	30	5	in	in	ADP
dpc-3748	30	6	situ	situ	ADJ
dpc-3748	30	7	melanoma	melanoma	NOUN
dpc-3748	30	8	rates	rate	NOUN
dpc-3748	30	9	are	be	AUX
dpc-3748	30	10	rising	rise	VERB
dpc-3748	30	11	,	,	PUNCT
dpc-3748	30	12	the	the	DET
dpc-3748	30	13	increase	increase	NOUN
dpc-3748	30	14	of	of	ADP
dpc-3748	30	15	in	in	ADP
dpc-3748	30	16	situ	situ	ADJ
dpc-3748	30	17	melanoma	melanoma	NOUN
dpc-3748	30	18	is	be	AUX
dpc-3748	30	19	alarming	alarming	ADJ
dpc-3748	30	20	[	[	X
dpc-3748	30	21	4,5	4,5	NUM
dpc-3748	30	22	]	]	PUNCT
dpc-3748	30	23	.	.	PUNCT
dpc-3748	31	1	the	the	DET
dpc-3748	31	2	rise	rise	NOUN
dpc-3748	31	3	of	of	ADP
dpc-3748	31	4	in	in	ADP
dpc-3748	31	5	situ	situ	ADJ
dpc-3748	31	6	melanoma	melanoma	NOUN
dpc-3748	31	7	has	have	AUX
dpc-3748	31	8	been	be	AUX
dpc-3748	31	9	well	well	ADV
dpc-3748	31	10	documented	document	VERB
dpc-3748	31	11	,	,	PUNCT
dpc-3748	31	12	however	however	ADV
dpc-3748	31	13	there	there	PRON
dpc-3748	31	14	is	be	VERB
dpc-3748	31	15	sparse	sparse	ADJ
dpc-3748	31	16	evidence	evidence	NOUN
dpc-3748	31	17	on	on	ADP
dpc-3748	31	18	its	its	PRON
dpc-3748	31	19	natural	natural	ADJ
dpc-3748	31	20	history	history	NOUN
dpc-3748	31	21	.	.	PUNCT
dpc-3748	32	1	what	what	PRON
dpc-3748	32	2	evidence	evidence	NOUN
dpc-3748	32	3	exists	exist	VERB
dpc-3748	32	4	suggests	suggest	VERB
dpc-3748	32	5	a	a	DET
dpc-3748	32	6	low	low	ADJ
dpc-3748	32	7	probability	probability	NOUN
dpc-3748	32	8	of	of	ADP
dpc-3748	32	9	progression	progression	NOUN
dpc-3748	32	10	to	to	ADP
dpc-3748	32	11	invasive	invasive	ADJ
dpc-3748	32	12	melanoma	melanoma	NOUN
dpc-3748	32	13	[	[	X
dpc-3748	32	14	2	2	NUM
dpc-3748	32	15	]	]	PUNCT
dpc-3748	32	16	.	.	PUNCT
dpc-3748	33	1	further	far	ADV
dpc-3748	33	2	,	,	PUNCT
dpc-3748	33	3	olsen	olsen	PROPN
dpc-3748	33	4	et	et	PROPN
dpc-3748	33	5	al	al	PROPN
dpc-3748	33	6	.	.	PROPN
dpc-3748	33	7	postulate	postulate	VERB
dpc-3748	33	8	that	that	SCONJ
dpc-3748	33	9	if	if	SCONJ
dpc-3748	33	10	in	in	ADP
dpc-3748	33	11	situ	situ	ADJ
dpc-3748	33	12	melanoma	melanoma	NOUN
dpc-3748	33	13	is	be	AUX
dpc-3748	33	14	indeed	indeed	ADV
dpc-3748	33	15	an	an	DET
dpc-3748	33	16	obligate	obligate	NOUN
dpc-3748	33	17	precursor	precursor	NOUN
dpc-3748	33	18	lesion	lesion	NOUN
dpc-3748	33	19	,	,	PUNCT
dpc-3748	33	20	excising	excise	VERB
dpc-3748	33	21	them	they	PRON
dpc-3748	33	22	should	should	AUX
dpc-3748	33	23	correspond	correspond	VERB
dpc-3748	33	24	to	to	ADP
dpc-3748	33	25	fewer	few	ADJ
dpc-3748	33	26	invasive	invasive	ADJ
dpc-3748	33	27	melanomas	melanomas	NOUN
dpc-3748	33	28	,	,	PUNCT
dpc-3748	33	29	and	and	CCONJ
dpc-3748	33	30	thus	thus	ADV
dpc-3748	33	31	then	then	ADV
dpc-3748	33	32	the	the	DET
dpc-3748	33	33	mean	mean	ADJ
dpc-3748	33	34	age	age	NOUN
dpc-3748	33	35	of	of	ADP
dpc-3748	33	36	those	those	PRON
dpc-3748	33	37	diagnosed	diagnose	VERB
dpc-3748	33	38	with	with	ADP
dpc-3748	33	39	in	in	ADP
dpc-3748	33	40	situ	situ	ADJ
dpc-3748	33	41	melanoma	melanoma	NOUN
dpc-3748	33	42	should	should	AUX
dpc-3748	33	43	be	be	AUX
dpc-3748	33	44	younger	young	ADJ
dpc-3748	33	45	than	than	ADP
dpc-3748	33	46	those	those	PRON
dpc-3748	33	47	diagnosed	diagnose	VERB
dpc-3748	33	48	with	with	ADP
dpc-3748	33	49	invasive	invasive	ADJ
dpc-3748	33	50	melanoma	melanoma	NOUN
dpc-3748	33	51	[	[	X
dpc-3748	33	52	7	7	NUM
dpc-3748	33	53	]	]	PUNCT
dpc-3748	33	54	.	.	PUNCT
dpc-3748	34	1	however	however	ADV
dpc-3748	34	2	,	,	PUNCT
dpc-3748	34	3	they	they	PRON
dpc-3748	34	4	found	find	VERB
dpc-3748	34	5	similar	similar	ADJ
dpc-3748	34	6	or	or	CCONJ
dpc-3748	34	7	higher	high	ADJ
dpc-3748	34	8	mean	mean	ADJ
dpc-3748	34	9	ages	age	NOUN
dpc-3748	34	10	of	of	ADP
dpc-3748	34	11	those	those	PRON
dpc-3748	34	12	with	with	ADP
dpc-3748	34	13	in	in	ADP
dpc-3748	34	14	situ	situ	ADJ
dpc-3748	34	15	melanoma	melanoma	NOUN
dpc-3748	34	16	.	.	PUNCT
dpc-3748	35	1	coupled	couple	VERB
dpc-3748	35	2	with	with	ADP
dpc-3748	35	3	the	the	DET
dpc-3748	35	4	increasing	increase	VERB
dpc-3748	35	5	ratio	ratio	NOUN
dpc-3748	35	6	of	of	ADP
dpc-3748	35	7	in	in	ADP
dpc-3748	35	8	situ	situ	NOUN
dpc-3748	35	9	to	to	ADP
dpc-3748	35	10	invasive	invasive	ADJ
dpc-3748	35	11	melanomas	melanoma	NOUN
dpc-3748	35	12	this	this	DET
dpc-3748	35	13	finding	finding	NOUN
dpc-3748	35	14	is	be	AUX
dpc-3748	35	15	suggestive	suggestive	ADJ
dpc-3748	35	16	of	of	ADP
dpc-3748	35	17	the	the	DET
dpc-3748	35	18	detection	detection	NOUN
dpc-3748	35	19	of	of	ADP
dpc-3748	35	20	more	more	ADV
dpc-3748	35	21	indolent	indolent	ADJ
dpc-3748	35	22	lesions	lesion	NOUN
dpc-3748	35	23	.	.	PUNCT
dpc-3748	36	1	additionally	additionally	ADV
dpc-3748	36	2	,	,	PUNCT
dpc-3748	36	3	screening	screening	NOUN
dpc-3748	36	4	has	have	AUX
dpc-3748	36	5	been	be	AUX
dpc-3748	36	6	shown	show	VERB
dpc-3748	36	7	to	to	PART
dpc-3748	36	8	be	be	AUX
dpc-3748	36	9	associated	associate	VERB
dpc-3748	36	10	with	with	ADP
dpc-3748	36	11	a	a	DET
dpc-3748	36	12	higher	high	ADJ
dpc-3748	36	13	risk	risk	NOUN
dpc-3748	36	14	of	of	ADP
dpc-3748	36	15	in	in	ADP
dpc-3748	36	16	situ	situ	NOUN
dpc-3748	36	17	,	,	PUNCT
dpc-3748	36	18	but	but	CCONJ
dpc-3748	36	19	not	not	PART
dpc-3748	36	20	invasive	invasive	ADJ
dpc-3748	36	21	melanoma	melanoma	NOUN
dpc-3748	37	1	[	[	X
dpc-3748	37	2	8	8	NUM
dpc-3748	37	3	]	]	PUNCT
dpc-3748	37	4	.	.	PUNCT
dpc-3748	38	1	also	also	ADV
dpc-3748	38	2	adding	add	VERB
dpc-3748	38	3	to	to	ADP
dpc-3748	38	4	this	this	DET
dpc-3748	38	5	epidemic	epidemic	NOUN
dpc-3748	38	6	is	be	AUX
dpc-3748	38	7	the	the	DET
dpc-3748	38	8	diagnostic	diagnostic	ADJ
dpc-3748	38	9	shift	shift	NOUN
dpc-3748	38	10	from	from	ADP
dpc-3748	38	11	dysplastic	dysplastic	ADJ
dpc-3748	38	12	nevus	nevus	NOUN
dpc-3748	38	13	to	to	ADP
dpc-3748	38	14	in	in	ADP
dpc-3748	38	15	situ	situ	ADJ
dpc-3748	38	16	melanoma	melanoma	NOUN
dpc-3748	39	1	[	[	X
dpc-3748	39	2	2	2	NUM
dpc-3748	39	3	]	]	PUNCT
dpc-3748	39	4	,	,	PUNCT
dpc-3748	40	1	which	which	PRON
dpc-3748	40	2	is	be	AUX
dpc-3748	40	3	further	far	ADV
dpc-3748	40	4	complicated	complicate	VERB
dpc-3748	40	5	by	by	ADP
dpc-3748	40	6	low	low	ADJ
dpc-3748	40	7	concordance	concordance	NOUN
dpc-3748	40	8	between	between	ADP
dpc-3748	40	9	histopathologists	histopathologist	NOUN
dpc-3748	40	10	[	[	X
dpc-3748	40	11	9	9	NUM
dpc-3748	40	12	]	]	PUNCT
dpc-3748	40	13	.	.	PUNCT
dpc-3748	41	1	3d	3d	PROPN
dpc-3748	41	2	total	total	ADJ
dpc-3748	41	3	body	body	NOUN
dpc-3748	41	4	photography	photography	NOUN
dpc-3748	41	5	,	,	PUNCT
dpc-3748	41	6	sequential	sequential	ADJ
dpc-3748	41	7	dermoscopy	dermoscopy	NOUN
dpc-3748	41	8	imaging	imaging	NOUN
dpc-3748	41	9	and	and	CCONJ
dpc-3748	41	10	 	 	SPACE
dpc-3748	41	11	artificial	artificial	ADJ
dpc-3748	41	12	intelligence	intelligence	NOUN
dpc-3748	41	13	(	(	PUNCT
dpc-3748	41	14	ai	ai	NOUN
dpc-3748	41	15	)	)	PUNCT
dpc-3748	41	16	improvements	improvement	NOUN
dpc-3748	41	17	can	can	AUX
dpc-3748	41	18	be	be	AUX
dpc-3748	41	19	introduced	introduce	VERB
dpc-3748	41	20	to	to	ADP
dpc-3748	41	21	screening	screen	VERB
dpc-3748	41	22	practices	practice	NOUN
dpc-3748	41	23	that	that	PRON
dpc-3748	41	24	will	will	AUX
dpc-3748	41	25	allow	allow	VERB
dpc-3748	41	26	for	for	ADP
dpc-3748	41	27	those	those	PRON
dpc-3748	41	28	at	at	ADP
dpc-3748	41	29	high	high	ADJ
dpc-3748	41	30	risk	risk	NOUN
dpc-3748	41	31	to	to	PART
dpc-3748	41	32	still	still	ADV
dpc-3748	41	33	benefit	benefit	VERB
dpc-3748	41	34	from	from	ADP
dpc-3748	41	35	early	early	ADJ
dpc-3748	41	36	detection	detection	NOUN
dpc-3748	41	37	,	,	PUNCT
dpc-3748	41	38	while	while	SCONJ
dpc-3748	41	39	minimizing	minimize	VERB
dpc-3748	41	40	potential	potential	ADJ
dpc-3748	41	41	overdiagnosis	overdiagnosis	NOUN
dpc-3748	41	42	.	.	PUNCT
dpc-3748	42	1	combining	combine	VERB
dpc-3748	42	2	total	total	ADJ
dpc-3748	42	3	body	body	NOUN
dpc-3748	42	4	photography	photography	NOUN
dpc-3748	42	5	and	and	CCONJ
dpc-3748	42	6	sequential	sequential	ADJ
dpc-3748	42	7	dermoscopy	dermoscopy	NOUN
dpc-3748	42	8	imaging	imaging	NOUN
dpc-3748	42	9	has	have	AUX
dpc-3748	42	10	been	be	AUX
dpc-3748	42	11	shown	show	VERB
dpc-3748	42	12	to	to	PART
dpc-3748	42	13	improve	improve	VERB
dpc-3748	42	14	diagnostic	diagnostic	ADJ
dpc-3748	42	15	accuracy	accuracy	NOUN
dpc-3748	42	16	in	in	ADP
dpc-3748	42	17	high	high	ADJ
dpc-3748	42	18	risk	risk	NOUN
dpc-3748	42	19	individuals	individual	NOUN
dpc-3748	42	20	,	,	PUNCT
dpc-3748	42	21	as	as	SCONJ
dpc-3748	42	22	has	have	VERB
dpc-3748	42	23	the	the	DET
dpc-3748	42	24	use	use	NOUN
dpc-3748	42	25	of	of	ADP
dpc-3748	42	26	ai	ai	NOUN
dpc-3748	42	27	,	,	PUNCT
dpc-3748	42	28	particularly	particularly	ADV
dpc-3748	42	29	in	in	ADP
dpc-3748	42	30	less	less	ADV
dpc-3748	42	31	experienced	experienced	ADJ
dpc-3748	42	32	clinicians	clinician	NOUN
dpc-3748	42	33	[	[	X
dpc-3748	42	34	10,11	10,11	NOUN
dpc-3748	42	35	]	]	PUNCT
dpc-3748	42	36	.	.	PUNCT
dpc-3748	43	1	3d	3d	NUM
dpc-3748	43	2	 	 	SPACE
dpc-3748	43	3	total	total	ADJ
dpc-3748	43	4	body	body	NOUN
dpc-3748	43	5	photography	photography	NOUN
dpc-3748	43	6	now	now	ADV
dpc-3748	43	7	allows	allow	VERB
dpc-3748	43	8	unprecedented	unprecedented	ADJ
dpc-3748	43	9	monitoring	monitoring	NOUN
dpc-3748	43	10	of	of	ADP
dpc-3748	43	11	the	the	DET
dpc-3748	43	12	total	total	ADJ
dpc-3748	43	13	skin	skin	NOUN
dpc-3748	43	14	surface	surface	NOUN
dpc-3748	43	15	and	and	CCONJ
dpc-3748	43	16	the	the	DET
dpc-3748	43	17	longitudinal	longitudinal	ADJ
dpc-3748	43	18	collection	collection	NOUN
dpc-3748	43	19	of	of	ADP
dpc-3748	43	20	such	such	ADJ
dpc-3748	43	21	images	image	NOUN
dpc-3748	43	22	.	.	PUNCT
dpc-3748	44	1	this	this	PRON
dpc-3748	44	2	has	have	VERB
dpc-3748	44	3	the	the	DET
dpc-3748	44	4	potential	potential	NOUN
dpc-3748	44	5	to	to	PART
dpc-3748	44	6	reduce	reduce	VERB
dpc-3748	44	7	excisions	excision	NOUN
dpc-3748	44	8	and	and	CCONJ
dpc-3748	44	9	correspondingly	correspondingly	ADV
dpc-3748	44	10	reduce	reduce	VERB
dpc-3748	44	11	the	the	DET
dpc-3748	44	12	potential	potential	NOUN
dpc-3748	44	13	for	for	ADP
dpc-3748	44	14	overdiagnosis	overdiagnosis	NOUN
dpc-3748	44	15	.	.	PUNCT
dpc-3748	45	1	for	for	ADP
dpc-3748	45	2	example	example	NOUN
dpc-3748	45	3	,	,	PUNCT
dpc-3748	45	4	if	if	SCONJ
dpc-3748	45	5	a	a	DET
dpc-3748	45	6	clinician	clinician	NOUN
dpc-3748	45	7	or	or	CCONJ
dpc-3748	45	8	patient	patient	NOUN
dpc-3748	45	9	is	be	AUX
dpc-3748	45	10	concerned	concern	VERB
dpc-3748	45	11	about	about	ADP
dpc-3748	45	12	a	a	DET
dpc-3748	45	13	lesion	lesion	NOUN
dpc-3748	45	14	,	,	PUNCT
dpc-3748	45	15	the	the	DET
dpc-3748	45	16	clinician	clinician	NOUN
dpc-3748	45	17	can	can	AUX
dpc-3748	45	18	now	now	ADV
dpc-3748	45	19	show	show	VERB
dpc-3748	45	20	it	it	PRON
dpc-3748	45	21	has	have	AUX
dpc-3748	45	22	not	not	PART
dpc-3748	45	23	changed	change	VERB
dpc-3748	45	24	over	over	ADP
dpc-3748	45	25	time	time	NOUN
dpc-3748	45	26	.	.	PUNCT
dpc-3748	46	1	this	this	PRON
dpc-3748	46	2	allows	allow	VERB
dpc-3748	46	3	the	the	DET
dpc-3748	46	4	clinician	clinician	NOUN
dpc-3748	46	5	to	to	PART
dpc-3748	46	6	adopt	adopt	VERB
dpc-3748	46	7	‘	'	PUNCT
dpc-3748	46	8	watchful	watchful	ADJ
dpc-3748	46	9	waiting	waiting	NOUN
dpc-3748	46	10	’	'	PUNCT
dpc-3748	46	11	,	,	PUNCT
dpc-3748	46	12	a	a	DET
dpc-3748	46	13	strategy	strategy	NOUN
dpc-3748	46	14	we	we	PRON
dpc-3748	46	15	are	be	AUX
dpc-3748	46	16	currently	currently	ADV
dpc-3748	46	17	evaluating	evaluate	VERB
dpc-3748	46	18	in	in	ADP
dpc-3748	46	19	a	a	DET
dpc-3748	46	20	high	high	ADJ
dpc-3748	46	21	-	-	PUNCT
dpc-3748	46	22	risk	risk	NOUN
dpc-3748	46	23	melanoma	melanoma	NOUN
dpc-3748	46	24	cohort	cohort	NOUN
dpc-3748	46	25	in	in	ADP
dpc-3748	46	26	brisbane	brisbane	PROPN
dpc-3748	46	27	,	,	PUNCT
dpc-3748	46	28	australia	australia	PROPN
dpc-3748	46	29	 	 	SPACE
dpc-3748	47	1	[	[	X
dpc-3748	47	2	12	12	NUM
dpc-3748	47	3	]	]	PUNCT
dpc-3748	47	4	.	.	PUNCT
dpc-3748	48	1	while	while	SCONJ
dpc-3748	48	2	ai	ai	VERB
dpc-3748	48	3	on	on	ADP
dpc-3748	48	4	digital	digital	ADJ
dpc-3748	48	5	images	image	NOUN
dpc-3748	48	6	has	have	VERB
dpc-3748	48	7	the	the	DET
dpc-3748	48	8	potential	potential	NOUN
dpc-3748	48	9	to	to	PART
dpc-3748	48	10	reduce	reduce	VERB
dpc-3748	48	11	excisions	excision	NOUN
dpc-3748	48	12	and	and	CCONJ
dpc-3748	48	13	thus	thus	ADV
dpc-3748	48	14	overdiagnosis	overdiagnosi	VERB
dpc-3748	48	15	,	,	PUNCT
dpc-3748	48	16	this	this	PRON
dpc-3748	48	17	has	have	VERB
dpc-3748	48	18	yet	yet	ADV
dpc-3748	48	19	to	to	PART
dpc-3748	48	20	be	be	AUX
dpc-3748	48	21	been	be	AUX
dpc-3748	48	22	shown	show	VERB
dpc-3748	48	23	in	in	ADP
dpc-3748	48	24	the	the	DET
dpc-3748	48	25	real	real	ADJ
dpc-3748	48	26	world	world	NOUN
dpc-3748	48	27	clinical	clinical	ADJ
dpc-3748	48	28	setting	setting	NOUN
dpc-3748	48	29	.	.	PUNCT
dpc-3748	49	1	algorithms	algorithm	NOUN
dpc-3748	49	2	must	must	AUX
dpc-3748	49	3	be	be	AUX
dpc-3748	49	4	developed	develop	VERB
dpc-3748	49	5	with	with	ADP
dpc-3748	49	6	a	a	DET
dpc-3748	49	7	clear	clear	ADJ
dpc-3748	49	8	clinical	clinical	ADJ
dpc-3748	49	9	application	application	NOUN
dpc-3748	49	10	in	in	ADP
dpc-3748	49	11	mind	mind	NOUN
dpc-3748	49	12	,	,	PUNCT
dpc-3748	49	13	on	on	ADP
dpc-3748	49	14	diverse	diverse	ADJ
dpc-3748	49	15	datasets	dataset	NOUN
dpc-3748	49	16	and	and	CCONJ
dpc-3748	49	17	reported	report	VERB
dpc-3748	49	18	using	use	VERB
dpc-3748	49	19	standardized	standardized	ADJ
dpc-3748	49	20	criteria	criterion	NOUN
dpc-3748	49	21	,	,	PUNCT
dpc-3748	49	22	ensuring	ensure	VERB
dpc-3748	49	23	potential	potential	ADJ
dpc-3748	49	24	bias	bias	NOUN
dpc-3748	49	25	due	due	ADP
dpc-3748	49	26	to	to	ADP
dpc-3748	49	27	training	training	NOUN
dpc-3748	49	28	datasets	dataset	NOUN
dpc-3748	49	29	clearly	clearly	ADV
dpc-3748	49	30	described	describe	VERB
dpc-3748	49	31	[	[	PUNCT
dpc-3748	49	32	13	13	NUM
dpc-3748	49	33	]	]	PUNCT
dpc-3748	49	34	.	.	PUNCT
dpc-3748	50	1	also	also	ADV
dpc-3748	50	2	of	of	ADP
dpc-3748	50	3	concern	concern	NOUN
dpc-3748	50	4	is	be	AUX
dpc-3748	50	5	the	the	DET
dpc-3748	50	6	lack	lack	NOUN
dpc-3748	50	7	of	of	ADP
dpc-3748	50	8	gold	gold	NOUN
dpc-3748	50	9	standard	standard	NOUN
dpc-3748	50	10	in	in	ADP
dpc-3748	50	11	the	the	DET
dpc-3748	50	12	algorithm	algorithm	NOUN
dpc-3748	50	13	training	training	NOUN
dpc-3748	50	14	sets	set	NOUN
dpc-3748	50	15	,	,	PUNCT
dpc-3748	50	16	due	due	ADP
dpc-3748	50	17	to	to	ADP
dpc-3748	50	18	the	the	DET
dpc-3748	50	19	aforementioned	aforementioned	ADJ
dpc-3748	50	20	discordance	discordance	NOUN
dpc-3748	50	21	in	in	ADP
dpc-3748	50	22	pathologist	pathologist	NOUN
dpc-3748	50	23	diagnosis	diagnosis	NOUN
dpc-3748	50	24	[	[	X
dpc-3748	50	25	9	9	NUM
dpc-3748	50	26	]	]	PUNCT
dpc-3748	50	27	.	.	PUNCT
dpc-3748	51	1	ai	ai	AUX
dpc-3748	51	2	applied	apply	VERB
dpc-3748	51	3	to	to	ADP
dpc-3748	51	4	whole	whole	ADJ
dpc-3748	51	5	slide	slide	NOUN
dpc-3748	51	6	pathology	pathology	NOUN
dpc-3748	51	7	images	image	NOUN
dpc-3748	51	8	could	could	AUX
dpc-3748	51	9	therefore	therefore	ADV
dpc-3748	51	10	be	be	AUX
dpc-3748	51	11	a	a	DET
dpc-3748	51	12	promising	promising	ADJ
dpc-3748	51	13	approach	approach	NOUN
dpc-3748	51	14	,	,	PUNCT
dpc-3748	51	15	however	however	ADV
dpc-3748	51	16	to	to	ADP
dpc-3748	51	17	date	date	NOUN
dpc-3748	51	18	models	model	NOUN
dpc-3748	51	19	have	have	AUX
dpc-3748	51	20	been	be	AUX
dpc-3748	51	21	limited	limit	VERB
dpc-3748	51	22	by	by	ADP
dpc-3748	51	23	small	small	ADJ
dpc-3748	51	24	,	,	PUNCT
dpc-3748	51	25	largely	largely	ADV
dpc-3748	51	26	homogenous	homogenous	ADJ
dpc-3748	51	27	datasets	dataset	NOUN
dpc-3748	51	28	,	,	PUNCT
dpc-3748	51	29	with	with	SCONJ
dpc-3748	51	30	few	few	ADJ
dpc-3748	51	31	models	model	NOUN
dpc-3748	51	32	externally	externally	ADV
dpc-3748	51	33	validated	validate	VERB
dpc-3748	51	34	or	or	CCONJ
dpc-3748	51	35	compared	compare	VERB
dpc-3748	51	36	head	head	NOUN
dpc-3748	51	37	-	-	PUNCT
dpc-3748	51	38	to	to	ADP
dpc-3748	51	39	-	-	PUNCT
dpc-3748	51	40	head	head	NOUN
dpc-3748	51	41	with	with	ADP
dpc-3748	51	42	pathologists	pathologist	NOUN
dpc-3748	51	43	[	[	X
dpc-3748	51	44	14	14	NUM
dpc-3748	51	45	]	]	PUNCT
dpc-3748	51	46	.	.	PUNCT
dpc-3748	52	1	we	we	PRON
dpc-3748	52	2	hypothesize	hypothesize	VERB
dpc-3748	52	3	combining	combine	VERB
dpc-3748	52	4	clinical	clinical	ADJ
dpc-3748	52	5	information	information	NOUN
dpc-3748	52	6	,	,	PUNCT
dpc-3748	52	7	total	total	ADJ
dpc-3748	52	8	body	body	NOUN
dpc-3748	52	9	photography	photography	NOUN
dpc-3748	52	10	,	,	PUNCT
dpc-3748	52	11	sequential	sequential	ADJ
dpc-3748	52	12	dermoscopy	dermoscopy	NOUN
dpc-3748	52	13	images	image	NOUN
dpc-3748	52	14	and	and	CCONJ
dpc-3748	52	15	whole	whole	ADJ
dpc-3748	52	16	slide	slide	NOUN
dpc-3748	52	17	pathology	pathology	NOUN
dpc-3748	52	18	images	image	NOUN
dpc-3748	52	19	associated	associate	VERB
dpc-3748	52	20	by	by	ADP
dpc-3748	52	21	ai	ai	NOUN
dpc-3748	52	22	will	will	AUX
dpc-3748	52	23	provide	provide	VERB
dpc-3748	52	24	a	a	DET
dpc-3748	52	25	holistic	holistic	ADJ
dpc-3748	52	26	,	,	PUNCT
dpc-3748	52	27	more	more	ADV
dpc-3748	52	28	robust	robust	ADJ
dpc-3748	52	29	diagnostic	diagnostic	ADJ
dpc-3748	52	30	approach	approach	NOUN
dpc-3748	52	31	.	.	PUNCT
dpc-3748	53	1	figure	figure	NOUN
dpc-3748	53	2	1	1	NUM
dpc-3748	53	3	.	.	PUNCT
dpc-3748	53	4	self	self	NOUN
dpc-3748	53	5	-	-	PUNCT
dpc-3748	53	6	perpetuating	perpetuate	VERB
dpc-3748	53	7	cycle	cycle	NOUN
dpc-3748	53	8	of	of	ADP
dpc-3748	53	9	melanoma	melanoma	NOUN
dpc-3748	53	10	over	over	ADP
dpc-3748	53	11	-	-	PUNCT
dpc-3748	53	12	diagnosis	diagnosis	NOUN
dpc-3748	53	13	[	[	X
dpc-3748	53	14	5	5	NUM
dpc-3748	53	15	]	]	PUNCT
dpc-3748	53	16	.	.	PUNCT
dpc-3748	54	1	opinion	opinion	NOUN
dpc-3748	54	2	|	|	ADP
dpc-3748	54	3	dermatol	dermatol	ADJ
dpc-3748	54	4	pract	pract	NOUN
dpc-3748	54	5	concept	concept	NOUN
dpc-3748	54	6	.	.	PUNCT
dpc-3748	55	1	2023;13(4):e2023247	2023;13(4):e2023247	NUM
dpc-3748	55	2	3	3	NUM
dpc-3748	55	3	conclusions	conclusion	NOUN
dpc-3748	55	4	in	in	ADP
dpc-3748	55	5	sum	sum	NOUN
dpc-3748	55	6	,	,	PUNCT
dpc-3748	55	7	while	while	SCONJ
dpc-3748	55	8	the	the	DET
dpc-3748	55	9	term	term	NOUN
dpc-3748	55	10	overdiagnosis	overdiagnosis	NOUN
dpc-3748	55	11	lacks	lack	VERB
dpc-3748	55	12	precision	precision	NOUN
dpc-3748	55	13	it	it	PRON
dpc-3748	55	14	is	be	AUX
dpc-3748	55	15	a	a	DET
dpc-3748	55	16	very	very	ADV
dpc-3748	55	17	relevant	relevant	ADJ
dpc-3748	55	18	and	and	CCONJ
dpc-3748	55	19	complex	complex	ADJ
dpc-3748	55	20	problem	problem	NOUN
dpc-3748	55	21	that	that	PRON
dpc-3748	55	22	needs	need	VERB
dpc-3748	55	23	to	to	PART
dpc-3748	55	24	be	be	AUX
dpc-3748	55	25	tackled	tackle	VERB
dpc-3748	55	26	.	.	PUNCT
dpc-3748	56	1	a	a	DET
dpc-3748	56	2	large	large	ADJ
dpc-3748	56	3	driver	driver	NOUN
dpc-3748	56	4	of	of	ADP
dpc-3748	56	5	overdiagnosis	overdiagnosis	PROPN
dpc-3748	56	6	is	be	AUX
dpc-3748	56	7	the	the	DET
dpc-3748	56	8	increasing	increase	VERB
dpc-3748	56	9	incidence	incidence	NOUN
dpc-3748	56	10	of	of	ADP
dpc-3748	56	11	in	in	ADP
dpc-3748	56	12	situ	situ	ADJ
dpc-3748	56	13	melanomas	melanomas	NOUN
dpc-3748	56	14	and	and	CCONJ
dpc-3748	56	15	in	in	ADP
dpc-3748	56	16	this	this	DET
dpc-3748	56	17	context	context	NOUN
dpc-3748	56	18	we	we	PRON
dpc-3748	56	19	refer	refer	VERB
dpc-3748	56	20	to	to	ADP
dpc-3748	56	21	the	the	DET
dpc-3748	56	22	recent	recent	ADJ
dpc-3748	56	23	research	research	NOUN
dpc-3748	56	24	letter	letter	NOUN
dpc-3748	56	25	by	by	ADP
dpc-3748	56	26	semsarian	semsarian	PROPN
dpc-3748	56	27	et	et	PROPN
dpc-3748	56	28	al	al	PROPN
dpc-3748	56	29	.	.	PROPN
dpc-3748	57	1	asking	ask	VERB
dpc-3748	57	2	the	the	DET
dpc-3748	57	3	question	question	NOUN
dpc-3748	57	4	:	:	PUNCT
dpc-3748	57	5	“	"	PUNCT
dpc-3748	57	6	do	do	AUX
dpc-3748	57	7	we	we	PRON
dpc-3748	57	8	need	need	VERB
dpc-3748	57	9	to	to	PART
dpc-3748	57	10	rethink	rethink	VERB
dpc-3748	57	11	the	the	DET
dpc-3748	57	12	diagnoses	diagnosis	NOUN
dpc-3748	57	13	melanoma	melanoma	PROPN
dpc-3748	57	14	in	in	ADP
dpc-3748	57	15	situ	situ	NOUN
dpc-3748	57	16	and	and	CCONJ
dpc-3748	57	17	severely	severely	ADV
dpc-3748	57	18	dysplastic	dysplastic	ADJ
dpc-3748	57	19	naevus	naevus	NOUN
dpc-3748	57	20	?	?	PUNCT
dpc-3748	57	21	”	"	PUNCT
dpc-3748	58	1	[	[	X
dpc-3748	58	2	2	2	NUM
dpc-3748	58	3	]	]	PUNCT
dpc-3748	58	4	.	.	PUNCT
dpc-3748	59	1	a	a	DET
dpc-3748	59	2	robust	robust	ADJ
dpc-3748	59	3	discussion	discussion	NOUN
dpc-3748	59	4	as	as	SCONJ
dpc-3748	59	5	initiated	initiate	VERB
dpc-3748	59	6	by	by	ADP
dpc-3748	59	7	this	this	DET
dpc-3748	59	8	kramer	kramer	PROPN
dpc-3748	59	9	vs	vs	PROPN
dpc-3748	59	10	kramer	kramer	PROPN
dpc-3748	59	11	series	series	PROPN
dpc-3748	59	12	in	in	ADP
dpc-3748	59	13	the	the	DET
dpc-3748	59	14	clinical	clinical	ADJ
dpc-3748	59	15	,	,	PUNCT
dpc-3748	59	16	pathology	pathology	NOUN
dpc-3748	59	17	and	and	CCONJ
dpc-3748	59	18	ai	ai	PROPN
dpc-3748	59	19	community	community	NOUN
dpc-3748	59	20	is	be	AUX
dpc-3748	59	21	recommended	recommend	VERB
dpc-3748	59	22	and	and	CCONJ
dpc-3748	59	23	should	should	AUX
dpc-3748	59	24	be	be	AUX
dpc-3748	59	25	followed	follow	VERB
dpc-3748	59	26	by	by	ADP
dpc-3748	59	27	an	an	DET
dpc-3748	59	28	international	international	ADJ
dpc-3748	59	29	summit	summit	NOUN
dpc-3748	59	30	on	on	ADP
dpc-3748	59	31	the	the	DET
dpc-3748	59	32	topic	topic	NOUN
dpc-3748	59	33	.	.	PUNCT
dpc-3748	60	1	we	we	PRON
dpc-3748	60	2	foresee	foresee	VERB
dpc-3748	60	3	that	that	SCONJ
dpc-3748	60	4	combining	combine	VERB
dpc-3748	60	5	3d	3d	ADJ
dpc-3748	60	6	 	 	SPACE
dpc-3748	60	7	total	total	ADJ
dpc-3748	60	8	body	body	NOUN
dpc-3748	60	9	photography	photography	NOUN
dpc-3748	60	10	,	,	PUNCT
dpc-3748	60	11	sequential	sequential	ADJ
dpc-3748	60	12	dermoscopy	dermoscopy	NOUN
dpc-3748	60	13	images	image	NOUN
dpc-3748	60	14	and	and	CCONJ
dpc-3748	60	15	whole	whole	ADJ
dpc-3748	60	16	slide	slide	NOUN
dpc-3748	60	17	pathology	pathology	NOUN
dpc-3748	60	18	images	image	NOUN
dpc-3748	60	19	supported	support	VERB
dpc-3748	60	20	by	by	ADP
dpc-3748	60	21	ai	ai	VERB
dpc-3748	60	22	will	will	AUX
dpc-3748	60	23	lead	lead	VERB
dpc-3748	60	24	to	to	ADP
dpc-3748	60	25	a	a	DET
dpc-3748	60	26	diagnostic	diagnostic	ADJ
dpc-3748	60	27	solution	solution	NOUN
dpc-3748	60	28	in	in	ADP
dpc-3748	60	29	the	the	DET
dpc-3748	60	30	best	good	ADJ
dpc-3748	60	31	interest	interest	NOUN
dpc-3748	60	32	of	of	ADP
dpc-3748	60	33	our	our	PRON
dpc-3748	60	34	patients	patient	NOUN
dpc-3748	60	35	.	.	PUNCT
dpc-3748	61	1	references	reference	NOUN
dpc-3748	61	2	1	1	NUM
dpc-3748	61	3	.	.	PUNCT
dpc-3748	61	4	welch	welch	PROPN
dpc-3748	61	5	hg	hg	PROPN
dpc-3748	61	6	,	,	PUNCT
dpc-3748	61	7	black	black	PROPN
dpc-3748	61	8	wc	wc	PROPN
dpc-3748	61	9	.	.	PUNCT
dpc-3748	62	1	overdiagnosis	overdiagnosis	PROPN
dpc-3748	62	2	in	in	ADP
dpc-3748	62	3	cancer	cancer	NOUN
dpc-3748	62	4	.	.	PUNCT
dpc-3748	63	1	j	j	PROPN
dpc-3748	63	2	natl	natl	PROPN
dpc-3748	63	3	cancer	cancer	PROPN
dpc-3748	63	4	inst	inst	PROPN
dpc-3748	63	5	.	.	PUNCT
dpc-3748	64	1	2010;102(9):605	2010;102(9):605	NUM
dpc-3748	64	2	-	-	SYM
dpc-3748	64	3	613	613	NUM
dpc-3748	64	4	.	.	PUNCT
dpc-3748	64	5	doi	doi	NOUN
dpc-3748	64	6	:	:	PUNCT
dpc-3748	64	7	10.1093	10.1093	NUM
dpc-3748	64	8	/	/	SYM
dpc-3748	64	9	jnci	jnci	PROPN
dpc-3748	64	10	/	/	SYM
dpc-3748	64	11	djq099	djq099	PROPN
dpc-3748	64	12	.	.	PUNCT
dpc-3748	65	1	pmid	pmid	NOUN
dpc-3748	65	2	:	:	PUNCT
dpc-3748	65	3	20413742	20413742	NUM
dpc-3748	65	4	.	.	PUNCT
dpc-3748	66	1	2	2	X
dpc-3748	66	2	.	.	X
dpc-3748	66	3	semsarian	semsarian	PROPN
dpc-3748	66	4	cr	cr	PROPN
dpc-3748	66	5	,	,	PUNCT
dpc-3748	66	6	ma	ma	PROPN
dpc-3748	66	7	t	t	PROPN
dpc-3748	66	8	,	,	PUNCT
dpc-3748	66	9	nickel	nickel	NOUN
dpc-3748	66	10	b	b	NOUN
dpc-3748	66	11	,	,	PUNCT
dpc-3748	66	12	et	et	PROPN
dpc-3748	66	13	al	al	PROPN
dpc-3748	66	14	.	.	PROPN
dpc-3748	66	15	do	do	AUX
dpc-3748	66	16	we	we	PRON
dpc-3748	66	17	need	need	VERB
dpc-3748	66	18	to	to	PART
dpc-3748	66	19	rethink	rethink	VERB
dpc-3748	66	20	the	the	DET
dpc-3748	66	21	diagnoses	diagnosis	NOUN
dpc-3748	66	22	melanoma	melanoma	PROPN
dpc-3748	66	23	in	in	ADP
dpc-3748	66	24	situ	situ	NOUN
dpc-3748	66	25	and	and	CCONJ
dpc-3748	66	26	severely	severely	ADV
dpc-3748	66	27	dysplastic	dysplastic	ADJ
dpc-3748	66	28	naevus	naevus	NOUN
dpc-3748	66	29	?	?	PUNCT
dpc-3748	67	1	br	br	PROPN
dpc-3748	67	2	j	j	PROPN
dpc-3748	67	3	dermatol	dermatol	NOUN
dpc-3748	67	4	.	.	PUNCT
dpc-3748	68	1	2022;186(6):1030	2022;186(6):1030	PROPN
dpc-3748	68	2	-	-	SYM
dpc-3748	68	3	1032	1032	NUM
dpc-3748	68	4	.	.	PUNCT
dpc-3748	69	1	doi	doi	NOUN
dpc-3748	69	2	:	:	PUNCT
dpc-3748	69	3	10.1111	10.1111	NUM
dpc-3748	69	4	/	/	SYM
dpc-3748	69	5	bjd	bjd	PROPN
dpc-3748	69	6	.21010	.21010	PROPN
dpc-3748	69	7	.	.	PUNCT
dpc-3748	70	1	pmid	pmid	NOUN
dpc-3748	70	2	:	:	PUNCT
dpc-3748	70	3	35007335	35007335	NUM
dpc-3748	70	4	.	.	PUNCT
dpc-3748	71	1	pmcid	pmcid	NOUN
dpc-3748	71	2	:	:	PUNCT
dpc-3748	71	3	pmc9546461	pmc9546461	NOUN
dpc-3748	71	4	.	.	PUNCT
dpc-3748	72	1	3	3	X
dpc-3748	72	2	.	.	X
dpc-3748	72	3	harms	harm	VERB
dpc-3748	72	4	pw	pw	PROPN
dpc-3748	72	5	,	,	PUNCT
dpc-3748	72	6	chan	chan	PROPN
dpc-3748	72	7	mp	mp	PROPN
dpc-3748	72	8	,	,	PUNCT
dpc-3748	72	9	bresler	bresler	PROPN
dpc-3748	72	10	sc	sc	PROPN
dpc-3748	72	11	,	,	PUNCT
dpc-3748	72	12	et	et	PROPN
dpc-3748	72	13	al	al	PROPN
dpc-3748	72	14	.	.	PROPN
dpc-3748	72	15	comment	comment	NOUN
dpc-3748	72	16	on	on	ADP
dpc-3748	72	17	“	"	PUNCT
dpc-3748	72	18	an	an	DET
dpc-3748	72	19	epidemiologic	epidemiologic	ADJ
dpc-3748	72	20	analysis	analysis	NOUN
dpc-3748	72	21	of	of	ADP
dpc-3748	72	22	melanoma	melanoma	NOUN
dpc-3748	72	23	overdiagnosis	overdiagnosis	NOUN
dpc-3748	72	24	in	in	ADP
dpc-3748	72	25	the	the	DET
dpc-3748	72	26	united	united	PROPN
dpc-3748	72	27	states	states	PROPN
dpc-3748	72	28	,	,	PUNCT
dpc-3748	72	29	1975	1975	NUM
dpc-3748	72	30	-	-	SYM
dpc-3748	72	31	2017	2017	NUM
dpc-3748	72	32	”	"	PUNCT
dpc-3748	72	33	.	.	PUNCT
dpc-3748	73	1	j	j	PROPN
dpc-3748	73	2	invest	invest	VERB
dpc-3748	73	3	dermatol	dermatol	NOUN
dpc-3748	73	4	.	.	PUNCT
dpc-3748	74	1	2022;142(11	2022;142(11	NOUN
dpc-3748	74	2	):	):	PUNCT
dpc-3748	74	3	3120	3120	NUM
dpc-3748	74	4	-	-	SYM
dpc-3748	74	5	3122	3122	NUM
dpc-3748	74	6	.	.	PUNCT
dpc-3748	75	1	doi	doi	NOUN
dpc-3748	75	2	:	:	PUNCT
dpc-3748	75	3	10.1016	10.1016	NUM
dpc-3748	75	4	/	/	SYM
dpc-3748	75	5	j.jid.2022.03.028	j.jid.2022.03.028	ADJ
dpc-3748	75	6	.	.	PUNCT
dpc-3748	76	1	pmid	pmid	NOUN
dpc-3748	76	2	:	:	PUNCT
dpc-3748	76	3	36273837	36273837	NUM
dpc-3748	76	4	.	.	PUNCT
dpc-3748	77	1	4	4	X
dpc-3748	77	2	.	.	X
dpc-3748	77	3	kurtansky	kurtansky	PROPN
dpc-3748	77	4	nr	nr	PROPN
dpc-3748	77	5	,	,	PUNCT
dpc-3748	77	6	dusza	dusza	PROPN
dpc-3748	77	7	sw	sw	PROPN
dpc-3748	77	8	,	,	PUNCT
dpc-3748	77	9	halpern	halpern	PROPN
dpc-3748	77	10	ac	ac	PROPN
dpc-3748	77	11	,	,	PUNCT
dpc-3748	77	12	et	et	PROPN
dpc-3748	77	13	al	al	PROPN
dpc-3748	77	14	.	.	PUNCT
dpc-3748	78	1	an	an	DET
dpc-3748	78	2	epidemiologic	epidemiologic	ADJ
dpc-3748	78	3	analysis	analysis	NOUN
dpc-3748	78	4	of	of	ADP
dpc-3748	78	5	melanoma	melanoma	NOUN
dpc-3748	78	6	overdiagnosis	overdiagnosis	NOUN
dpc-3748	78	7	in	in	ADP
dpc-3748	78	8	the	the	DET
dpc-3748	78	9	united	united	PROPN
dpc-3748	78	10	states	states	PROPN
dpc-3748	78	11	,	,	PUNCT
dpc-3748	78	12	1975	1975	NUM
dpc-3748	78	13	-	-	SYM
dpc-3748	78	14	2017	2017	NUM
dpc-3748	78	15	.	.	PUNCT
dpc-3748	79	1	j	j	PROPN
dpc-3748	79	2	invest	invest	VERB
dpc-3748	79	3	dermatol	dermatol	NOUN
dpc-3748	79	4	.	.	PUNCT
dpc-3748	80	1	2022;142(7):1804	2022;142(7):1804	NUM
dpc-3748	80	2	-	-	SYM
dpc-3748	80	3	1811.e6	1811.e6	NUM
dpc-3748	80	4	.	.	PUNCT
dpc-3748	81	1	doi	doi	NOUN
dpc-3748	81	2	:	:	PUNCT
dpc-3748	81	3	10.1016	10.1016	NUM
dpc-3748	81	4	/	/	SYM
dpc-3748	81	5	j.jid.2021.12.003	j.jid.2021.12.003	PROPN
dpc-3748	81	6	.	.	PUNCT
dpc-3748	82	1	pmid	pmid	NOUN
dpc-3748	82	2	:	:	PUNCT
dpc-3748	82	3	34902365	34902365	NUM
dpc-3748	82	4	.	.	PUNCT
dpc-3748	83	1	pmcid	pmcid	NOUN
dpc-3748	83	2	:	:	PUNCT
dpc-3748	83	3	pmc9187775	pmc9187775	NOUN
dpc-3748	83	4	.	.	PUNCT
dpc-3748	84	1	5	5	X
dpc-3748	84	2	.	.	X
dpc-3748	84	3	welch	welch	PROPN
dpc-3748	84	4	hg	hg	PROPN
dpc-3748	84	5	,	,	PUNCT
dpc-3748	84	6	mazer	mazer	PROPN
dpc-3748	84	7	bl	bl	PROPN
dpc-3748	84	8	,	,	PUNCT
dpc-3748	84	9	adamson	adamson	PROPN
dpc-3748	84	10	as	as	ADP
dpc-3748	84	11	.	.	PUNCT
dpc-3748	85	1	the	the	DET
dpc-3748	85	2	rapid	rapid	ADJ
dpc-3748	85	3	rise	rise	NOUN
dpc-3748	85	4	in	in	ADP
dpc-3748	85	5	cutaneous	cutaneous	ADJ
dpc-3748	85	6	melanoma	melanoma	NOUN
dpc-3748	85	7	diagnoses	diagnosis	NOUN
dpc-3748	85	8	.	.	PUNCT
dpc-3748	86	1	n	n	PROPN
dpc-3748	86	2	engl	engl	PROPN
dpc-3748	86	3	j	j	PROPN
dpc-3748	86	4	med	med	PROPN
dpc-3748	86	5	.	.	PUNCT
dpc-3748	87	1	2021;384(1):72	2021;384(1):72	PROPN
dpc-3748	87	2	-	-	SYM
dpc-3748	87	3	79	79	NUM
dpc-3748	87	4	.	.	PUNCT
dpc-3748	88	1	doi	doi	NOUN
dpc-3748	88	2	:	:	PUNCT
dpc-3748	88	3	10.1056	10.1056	NUM
dpc-3748	88	4	/	/	SYM
dpc-3748	88	5	nejmsb2019760	nejmsb2019760	PROPN
dpc-3748	88	6	.	.	PUNCT
dpc-3748	89	1	pmid	pmid	NOUN
dpc-3748	89	2	:	:	PUNCT
dpc-3748	89	3	33406334	33406334	NUM
dpc-3748	89	4	.	.	PUNCT
dpc-3748	90	1	6	6	NUM
dpc-3748	90	2	.	.	X
dpc-3748	90	3	pathirana	pathirana	PROPN
dpc-3748	90	4	t	t	PROPN
dpc-3748	90	5	,	,	PUNCT
dpc-3748	90	6	clark	clark	PROPN
dpc-3748	90	7	j	j	PROPN
dpc-3748	90	8	,	,	PUNCT
dpc-3748	90	9	moynihan	moynihan	PROPN
dpc-3748	90	10	r.	r.	PROPN
dpc-3748	90	11	mapping	map	VERB
dpc-3748	90	12	the	the	DET
dpc-3748	90	13	drivers	driver	NOUN
dpc-3748	90	14	of	of	ADP
dpc-3748	90	15	overdiagnosis	overdiagnosis	NOUN
dpc-3748	90	16	to	to	ADP
dpc-3748	90	17	potential	potential	ADJ
dpc-3748	90	18	solutions	solution	NOUN
dpc-3748	90	19	.	.	PUNCT
dpc-3748	91	1	bmj	bmj	PROPN
dpc-3748	91	2	.	.	PUNCT
dpc-3748	92	1	2017;358	2017;358	NOUN
dpc-3748	92	2	:	:	PUNCT
dpc-3748	92	3	j3879	j3879	NOUN
dpc-3748	92	4	.	.	PUNCT
dpc-3748	93	1	doi	doi	NOUN
dpc-3748	93	2	:	:	PUNCT
dpc-3748	93	3	10.1136	10.1136	NUM
dpc-3748	93	4	/	/	SYM
dpc-3748	93	5	bmj.j3879	bmj.j3879	NOUN
dpc-3748	93	6	.	.	PUNCT
dpc-3748	94	1	pmid	pmid	NOUN
dpc-3748	94	2	:	:	PUNCT
dpc-3748	94	3	28814436	28814436	NUM
dpc-3748	94	4	.	.	PUNCT
dpc-3748	95	1	7	7	X
dpc-3748	95	2	.	.	X
dpc-3748	95	3	olsen	olsen	NOUN
dpc-3748	95	4	cm	cm	PROPN
dpc-3748	95	5	,	,	PUNCT
dpc-3748	95	6	pandeya	pandeya	PROPN
dpc-3748	95	7	n	n	PROPN
dpc-3748	95	8	,	,	PUNCT
dpc-3748	95	9	rosenberg	rosenberg	PROPN
dpc-3748	95	10	ps	ps	PROPN
dpc-3748	95	11	,	,	PUNCT
dpc-3748	95	12	whiteman	whiteman	PROPN
dpc-3748	95	13	dc	dc	PROPN
dpc-3748	95	14	.	.	PUNCT
dpc-3748	96	1	incidence	incidence	NOUN
dpc-3748	96	2	of	of	ADP
dpc-3748	96	3	in	in	ADP
dpc-3748	96	4	situ	situ	NOUN
dpc-3748	96	5	vs	vs	ADP
dpc-3748	96	6	invasive	invasive	ADJ
dpc-3748	96	7	melanoma	melanoma	NOUN
dpc-3748	96	8	:	:	PUNCT
dpc-3748	96	9	testing	test	VERB
dpc-3748	96	10	the	the	DET
dpc-3748	96	11	“	"	PUNCT
dpc-3748	96	12	obligate	obligate	NOUN
dpc-3748	96	13	precursor	precursor	NOUN
dpc-3748	96	14	”	"	PUNCT
dpc-3748	96	15	hypothesis	hypothesis	NOUN
dpc-3748	96	16	.	.	PUNCT
dpc-3748	97	1	j	j	PROPN
dpc-3748	97	2	natl	natl	PROPN
dpc-3748	97	3	cancer	cancer	PROPN
dpc-3748	97	4	inst	inst	PROPN
dpc-3748	97	5	.	.	PUNCT
dpc-3748	98	1	2022;114(10):13641370	2022;114(10):13641370	NUM
dpc-3748	98	2	.	.	PUNCT
dpc-3748	99	1	doi	doi	NOUN
dpc-3748	99	2	:	:	PUNCT
dpc-3748	99	3	10.1093	10.1093	NUM
dpc-3748	99	4	/	/	SYM
dpc-3748	99	5	jnci	jnci	PROPN
dpc-3748	99	6	/	/	SYM
dpc-3748	99	7	djac138	djac138	PROPN
dpc-3748	99	8	.	.	PUNCT
dpc-3748	100	1	pmid	pmid	NOUN
dpc-3748	100	2	:	:	PUNCT
dpc-3748	100	3	36042554	36042554	NUM
dpc-3748	100	4	.	.	PUNCT
dpc-3748	101	1	pmcid	pmcid	NOUN
dpc-3748	101	2	:	:	PUNCT
dpc-3748	101	3	pmc9552301	pmc9552301	NOUN
dpc-3748	101	4	.	.	PUNCT
dpc-3748	102	1	8	8	X
dpc-3748	102	2	.	.	X
dpc-3748	102	3	whiteman	whiteman	PROPN
dpc-3748	102	4	dc	dc	PROPN
dpc-3748	102	5	,	,	PUNCT
dpc-3748	102	6	olsen	olsen	NOUN
dpc-3748	102	7	cm	cm	PROPN
dpc-3748	102	8	,	,	PUNCT
dpc-3748	102	9	macgregor	macgregor	PROPN
dpc-3748	102	10	s	s	PROPN
dpc-3748	102	11	,	,	PUNCT
dpc-3748	102	12	et	et	PROPN
dpc-3748	102	13	al	al	PROPN
dpc-3748	102	14	.	.	PUNCT
dpc-3748	103	1	the	the	DET
dpc-3748	103	2	effect	effect	NOUN
dpc-3748	103	3	of	of	ADP
dpc-3748	103	4	screening	screen	VERB
dpc-3748	103	5	on	on	ADP
dpc-3748	103	6	melanoma	melanoma	ADJ
dpc-3748	103	7	incidence	incidence	NOUN
dpc-3748	103	8	and	and	CCONJ
dpc-3748	103	9	biopsy	biopsy	NOUN
dpc-3748	103	10	rates	rate	NOUN
dpc-3748	103	11	.	.	PUNCT
dpc-3748	104	1	br	br	PROPN
dpc-3748	104	2	j	j	PROPN
dpc-3748	104	3	dermatol	dermatol	NOUN
dpc-3748	104	4	.	.	PUNCT
dpc-3748	105	1	2022;187(4):515	2022;187(4):515	X
dpc-3748	105	2	-	-	SYM
dpc-3748	105	3	522	522	NUM
dpc-3748	105	4	.	.	PUNCT
dpc-3748	105	5	doi	doi	NOUN
dpc-3748	105	6	:	:	PUNCT
dpc-3748	105	7	10.1111	10.1111	NUM
dpc-3748	105	8	/	/	SYM
dpc-3748	105	9	bjd.21649	bjd.21649	NOUN
dpc-3748	105	10	.	.	PUNCT
dpc-3748	106	1	pmid	pmid	NOUN
dpc-3748	106	2	:	:	PUNCT
dpc-3748	106	3	35531668	35531668	NUM
dpc-3748	106	4	.	.	PUNCT
dpc-3748	107	1	pmcid	pmcid	NOUN
dpc-3748	107	2	:	:	PUNCT
dpc-3748	107	3	pmc9796145	pmc9796145	ADJ
dpc-3748	107	4	.	.	PUNCT
dpc-3748	108	1	9	9	X
dpc-3748	108	2	.	.	X
dpc-3748	108	3	piepkorn	piepkorn	ADJ
dpc-3748	108	4	mw	mw	PROPN
dpc-3748	108	5	,	,	PUNCT
dpc-3748	108	6	eguchi	eguchi	X
dpc-3748	108	7	mm	mm	PROPN
dpc-3748	108	8	,	,	PUNCT
dpc-3748	108	9	barnhill	barnhill	PROPN
dpc-3748	108	10	rl	rl	PROPN
dpc-3748	108	11	,	,	PUNCT
dpc-3748	108	12	et	et	PROPN
dpc-3748	108	13	al	al	PROPN
dpc-3748	108	14	.	.	PROPN
dpc-3748	108	15	reproducibility	reproducibility	NOUN
dpc-3748	108	16	of	of	ADP
dpc-3748	108	17	the	the	DET
dpc-3748	108	18	histopathologic	histopathologic	ADJ
dpc-3748	108	19	diagnosis	diagnosis	NOUN
dpc-3748	108	20	of	of	ADP
dpc-3748	108	21	melanoma	melanoma	NOUN
dpc-3748	108	22	and	and	CCONJ
dpc-3748	108	23	related	relate	VERB
dpc-3748	108	24	melanocytic	melanocytic	ADJ
dpc-3748	108	25	lesions	lesion	NOUN
dpc-3748	108	26	:	:	PUNCT
dpc-3748	108	27	results	result	NOUN
dpc-3748	108	28	from	from	ADP
dpc-3748	108	29	a	a	DET
dpc-3748	108	30	testing	testing	NOUN
dpc-3748	108	31	study	study	NOUN
dpc-3748	108	32	and	and	CCONJ
dpc-3748	108	33	a	a	DET
dpc-3748	108	34	reference	reference	NOUN
dpc-3748	108	35	guide	guide	NOUN
dpc-3748	108	36	for	for	ADP
dpc-3748	108	37	providers	provider	NOUN
dpc-3748	108	38	.	.	PUNCT
dpc-3748	109	1	jaad	jaad	NOUN
dpc-3748	109	2	int	int	PROPN
dpc-3748	109	3	.	.	PUNCT
dpc-3748	110	1	2022;9:7	2022;9:7	NUM
dpc-3748	110	2	-	-	SYM
dpc-3748	110	3	10	10	NUM
dpc-3748	110	4	.	.	PUNCT
dpc-3748	111	1	doi	doi	NOUN
dpc-3748	111	2	:	:	PUNCT
dpc-3748	111	3	10.1016	10.1016	NUM
dpc-3748	111	4	/	/	SYM
dpc-3748	111	5	j.	j.	PROPN
dpc-3748	111	6	jdin.2022.06.017	jdin.2022.06.017	PROPN
dpc-3748	111	7	.	.	PUNCT
dpc-3748	112	1	pmid	pmid	NOUN
dpc-3748	112	2	:	:	PUNCT
dpc-3748	112	3	35996751	35996751	NUM
dpc-3748	112	4	.	.	PUNCT
dpc-3748	113	1	pmcid	pmcid	NOUN
dpc-3748	113	2	:	:	PUNCT
dpc-3748	113	3	pmc9391572	pmc9391572	NOUN
dpc-3748	113	4	.	.	PUNCT
dpc-3748	114	1	10	10	NUM
dpc-3748	114	2	.	.	PUNCT
dpc-3748	115	1	moloney	moloney	PROPN
dpc-3748	115	2	fj	fj	PROPN
dpc-3748	115	3	,	,	PUNCT
dpc-3748	115	4	guitera	guitera	NOUN
dpc-3748	115	5	p	p	NOUN
dpc-3748	115	6	,	,	PUNCT
dpc-3748	115	7	coates	coates	PROPN
dpc-3748	115	8	e	e	PROPN
dpc-3748	115	9	,	,	PUNCT
dpc-3748	115	10	et	et	PROPN
dpc-3748	115	11	al	al	PROPN
dpc-3748	115	12	.	.	PUNCT
dpc-3748	115	13	detection	detection	NOUN
dpc-3748	115	14	of	of	ADP
dpc-3748	115	15	primary	primary	ADJ
dpc-3748	115	16	melanoma	melanoma	NOUN
dpc-3748	115	17	in	in	ADP
dpc-3748	115	18	individuals	individual	NOUN
dpc-3748	115	19	at	at	ADP
dpc-3748	115	20	extreme	extreme	ADJ
dpc-3748	115	21	high	high	ADJ
dpc-3748	115	22	risk	risk	NOUN
dpc-3748	115	23	:	:	PUNCT
dpc-3748	115	24	a	a	DET
dpc-3748	115	25	prospective	prospective	ADJ
dpc-3748	115	26	5	5	NUM
dpc-3748	115	27	-	-	PUNCT
dpc-3748	115	28	year	year	NOUN
dpc-3748	115	29	follow	follow	NOUN
dpc-3748	115	30	-	-	PUNCT
dpc-3748	115	31	up	up	ADP
dpc-3748	115	32	study	study	NOUN
dpc-3748	115	33	.	.	PUNCT
dpc-3748	116	1	jama	jama	PROPN
dpc-3748	116	2	dermatol	dermatol	NOUN
dpc-3748	116	3	.	.	PUNCT
dpc-3748	117	1	2014;150(8):819	2014;150(8):819	NUM
dpc-3748	117	2	-	-	SYM
dpc-3748	117	3	827	827	NUM
dpc-3748	117	4	.	.	PUNCT
dpc-3748	117	5	doi	doi	NOUN
dpc-3748	117	6	:	:	PUNCT
dpc-3748	117	7	10.1001	10.1001	NUM
dpc-3748	117	8	/	/	SYM
dpc-3748	117	9	jamadermatol.2014.514	jamadermatol.2014.514	PROPN
dpc-3748	117	10	.	.	PUNCT
dpc-3748	118	1	pmid	pmid	NOUN
dpc-3748	118	2	:	:	PUNCT
dpc-3748	118	3	24964862	24964862	NUM
dpc-3748	118	4	.	.	PUNCT
dpc-3748	119	1	11	11	NUM
dpc-3748	119	2	.	.	PUNCT
dpc-3748	120	1	tschandl	tschandl	PROPN
dpc-3748	120	2	p	p	NOUN
dpc-3748	120	3	,	,	PUNCT
dpc-3748	120	4	rinner	rinner	NOUN
dpc-3748	120	5	c	c	NOUN
dpc-3748	120	6	,	,	PUNCT
dpc-3748	120	7	apalla	apalla	PROPN
dpc-3748	120	8	z	z	PROPN
dpc-3748	120	9	,	,	PUNCT
dpc-3748	120	10	et	et	PROPN
dpc-3748	120	11	al	al	PROPN
dpc-3748	120	12	.	.	PUNCT
dpc-3748	120	13	human	human	ADJ
dpc-3748	120	14	-	-	PUNCT
dpc-3748	120	15	computer	computer	NOUN
dpc-3748	120	16	collaboration	collaboration	NOUN
dpc-3748	120	17	for	for	ADP
dpc-3748	120	18	skin	skin	NOUN
dpc-3748	120	19	cancer	cancer	NOUN
dpc-3748	120	20	recognition	recognition	NOUN
dpc-3748	120	21	.	.	PUNCT
dpc-3748	121	1	nat	nat	PROPN
dpc-3748	121	2	med	me	VERB
dpc-3748	121	3	.	.	PUNCT
dpc-3748	122	1	2020;26(8	2020;26(8	NUM
dpc-3748	122	2	):	):	PUNCT
dpc-3748	122	3	1229	1229	NUM
dpc-3748	122	4	-	-	SYM
dpc-3748	122	5	1234	1234	NUM
dpc-3748	122	6	.	.	PUNCT
dpc-3748	123	1	doi	doi	NOUN
dpc-3748	123	2	:	:	PUNCT
dpc-3748	123	3	10.1038	10.1038	NUM
dpc-3748	123	4	/	/	SYM
dpc-3748	123	5	s41591	s41591	VERB
dpc-3748	123	6	-	-	PUNCT
dpc-3748	123	7	020	020	NUM
dpc-3748	123	8	-	-	PUNCT
dpc-3748	123	9	0942	0942	NUM
dpc-3748	123	10	-	-	PUNCT
dpc-3748	123	11	0	0	NUM
dpc-3748	123	12	.	.	PUNCT
dpc-3748	124	1	pmid	pmid	NOUN
dpc-3748	124	2	:	:	PUNCT
dpc-3748	124	3	32572267	32572267	NUM
dpc-3748	124	4	.	.	PUNCT
dpc-3748	125	1	12	12	NUM
dpc-3748	125	2	.	.	PUNCT
dpc-3748	126	1	primiero	primiero	PROPN
dpc-3748	126	2	ca	ca	PROPN
dpc-3748	126	3	,	,	PUNCT
dpc-3748	126	4	mcinerney	mcinerney	PROPN
dpc-3748	126	5	-	-	PUNCT
dpc-3748	126	6	leo	leo	PROPN
dpc-3748	126	7	am	am	PROPN
dpc-3748	126	8	,	,	PUNCT
dpc-3748	126	9	betz	betz	NOUN
dpc-3748	126	10	-	-	PUNCT
dpc-3748	126	11	stablein	stablein	PROPN
dpc-3748	126	12	b	b	NOUN
dpc-3748	126	13	,	,	PUNCT
dpc-3748	126	14	et	et	PROPN
dpc-3748	126	15	al	al	PROPN
dpc-3748	126	16	.	.	PUNCT
dpc-3748	126	17	evaluation	evaluation	NOUN
dpc-3748	126	18	of	of	ADP
dpc-3748	126	19	the	the	DET
dpc-3748	126	20	efficacy	efficacy	NOUN
dpc-3748	126	21	of	of	ADP
dpc-3748	126	22	3d	3d	PROPN
dpc-3748	126	23	total	total	ADJ
dpc-3748	126	24	-	-	PUNCT
dpc-3748	126	25	body	body	NOUN
dpc-3748	126	26	photography	photography	NOUN
dpc-3748	126	27	with	with	ADP
dpc-3748	126	28	sequential	sequential	ADJ
dpc-3748	126	29	digital	digital	ADJ
dpc-3748	126	30	dermoscopy	dermoscopy	NOUN
dpc-3748	126	31	in	in	ADP
dpc-3748	126	32	a	a	DET
dpc-3748	126	33	high	high	ADJ
dpc-3748	126	34	-	-	PUNCT
dpc-3748	126	35	risk	risk	NOUN
dpc-3748	126	36	melanoma	melanoma	NOUN
dpc-3748	126	37	cohort	cohort	NOUN
dpc-3748	126	38	:	:	PUNCT
dpc-3748	126	39	protocol	protocol	NOUN
dpc-3748	126	40	for	for	ADP
dpc-3748	126	41	a	a	DET
dpc-3748	126	42	randomised	randomised	ADJ
dpc-3748	126	43	controlled	control	VERB
dpc-3748	126	44	trial	trial	NOUN
dpc-3748	126	45	.	.	PUNCT
dpc-3748	127	1	bmj	bmj	PROPN
dpc-3748	127	2	open	open	ADJ
dpc-3748	127	3	.	.	PUNCT
dpc-3748	128	1	2019;9(11):e032969	2019;9(11):e032969	X
dpc-3748	128	2	.	.	PUNCT
dpc-3748	129	1	doi	doi	NOUN
dpc-3748	129	2	:	:	PUNCT
dpc-3748	129	3	10.1136	10.1136	NUM
dpc-3748	129	4	/	/	SYM
dpc-3748	129	5	bmjopen-2019	bmjopen-2019	NOUN
dpc-3748	129	6	-	-	NOUN
dpc-3748	129	7	032969	032969	NUM
dpc-3748	129	8	.	.	PUNCT
dpc-3748	130	1	pmid	pmid	NOUN
dpc-3748	130	2	:	:	PUNCT
dpc-3748	130	3	31712348	31712348	NUM
dpc-3748	130	4	.	.	PUNCT
dpc-3748	131	1	pmcid	pmcid	NOUN
dpc-3748	131	2	:	:	PUNCT
dpc-3748	131	3	pmc6858160	pmc6858160	NOUN
dpc-3748	131	4	.	.	PUNCT
dpc-3748	132	1	13	13	NUM
dpc-3748	132	2	.	.	X
dpc-3748	133	1	daneshjou	daneshjou	PROPN
dpc-3748	134	1	r	r	NOUN
dpc-3748	134	2	,	,	PUNCT
dpc-3748	134	3	barata	barata	NOUN
dpc-3748	134	4	c	c	PROPN
dpc-3748	134	5	,	,	PUNCT
dpc-3748	134	6	betz	betz	NOUN
dpc-3748	134	7	-	-	PUNCT
dpc-3748	134	8	stablein	stablein	PROPN
dpc-3748	134	9	b	b	NOUN
dpc-3748	134	10	,	,	PUNCT
dpc-3748	134	11	et	et	PROPN
dpc-3748	134	12	al	al	PROPN
dpc-3748	134	13	.	.	PROPN
dpc-3748	134	14	checklist	checklist	PROPN
dpc-3748	134	15	for	for	ADP
dpc-3748	134	16	evaluation	evaluation	NOUN
dpc-3748	134	17	of	of	ADP
dpc-3748	134	18	image	image	NOUN
dpc-3748	134	19	-	-	PUNCT
dpc-3748	134	20	based	base	VERB
dpc-3748	134	21	artificial	artificial	ADJ
dpc-3748	134	22	intelligence	intelligence	NOUN
dpc-3748	134	23	reports	report	NOUN
dpc-3748	134	24	in	in	ADP
dpc-3748	134	25	dermatology	dermatology	NOUN
dpc-3748	134	26	:	:	PUNCT
dpc-3748	134	27	clear	clear	ADJ
dpc-3748	134	28	derm	derm	NOUN
dpc-3748	134	29	consensus	consensus	NOUN
dpc-3748	134	30	guidelines	guideline	NOUN
dpc-3748	134	31	from	from	ADP
dpc-3748	134	32	the	the	DET
dpc-3748	134	33	international	international	ADJ
dpc-3748	134	34	skin	skin	NOUN
dpc-3748	134	35	imaging	imaging	NOUN
dpc-3748	134	36	collaboration	collaboration	NOUN
dpc-3748	134	37	artificial	artificial	ADJ
dpc-3748	134	38	intelligence	intelligence	NOUN
dpc-3748	134	39	working	working	NOUN
dpc-3748	134	40	group	group	NOUN
dpc-3748	134	41	.	.	PUNCT
dpc-3748	135	1	jama	jama	PROPN
dpc-3748	135	2	dermatol	dermatol	NOUN
dpc-3748	135	3	.	.	PUNCT
dpc-3748	136	1	2022;158(1):90	2022;158(1):90	NUM
dpc-3748	136	2	-	-	SYM
dpc-3748	136	3	96	96	NUM
dpc-3748	136	4	.	.	PUNCT
dpc-3748	137	1	doi	doi	NOUN
dpc-3748	137	2	:	:	PUNCT
dpc-3748	137	3	10.1001	10.1001	NUM
dpc-3748	137	4	/	/	SYM
dpc-3748	137	5	jamadermatol.2021.4915	jamadermatol.2021.4915	NOUN
dpc-3748	137	6	.	.	PUNCT
dpc-3748	138	1	pmid	pmid	NOUN
dpc-3748	138	2	:	:	PUNCT
dpc-3748	138	3	34851366	34851366	NUM
dpc-3748	138	4	.	.	PUNCT
dpc-3748	139	1	pmcid	pmcid	NOUN
dpc-3748	139	2	:	:	PUNCT
dpc-3748	139	3	pmc9845064	pmc9845064	NOUN
dpc-3748	139	4	.	.	PUNCT
dpc-3748	140	1	14	14	NUM
dpc-3748	140	2	.	.	PUNCT
dpc-3748	141	1	grant	grant	PROPN
dpc-3748	141	2	sr	sr	PROPN
dpc-3748	141	3	,	,	PUNCT
dpc-3748	141	4	andrew	andrew	PROPN
dpc-3748	141	5	tw	tw	PROPN
dpc-3748	141	6	,	,	PUNCT
dpc-3748	141	7	alvarez	alvarez	PROPN
dpc-3748	141	8	ev	ev	PROPN
dpc-3748	141	9	,	,	PUNCT
dpc-3748	141	10	huss	huss	PROPN
dpc-3748	141	11	wj	wj	PROPN
dpc-3748	141	12	,	,	PUNCT
dpc-3748	141	13	paragh	paragh	PROPN
dpc-3748	141	14	g.	g.	PROPN
dpc-3748	141	15	diagnostic	diagnostic	PROPN
dpc-3748	141	16	and	and	CCONJ
dpc-3748	141	17	prognostic	prognostic	ADJ
dpc-3748	141	18	deep	deep	ADJ
dpc-3748	141	19	learning	learning	NOUN
dpc-3748	141	20	applications	application	NOUN
dpc-3748	141	21	for	for	ADP
dpc-3748	141	22	histological	histological	ADJ
dpc-3748	141	23	assessment	assessment	NOUN
dpc-3748	141	24	of	of	ADP
dpc-3748	141	25	cutaneous	cutaneous	ADJ
dpc-3748	141	26	melanoma	melanoma	NOUN
dpc-3748	141	27	.	.	PUNCT
dpc-3748	142	1	cancers	cancer	NOUN
dpc-3748	142	2	(	(	PUNCT
dpc-3748	142	3	basel	basel	PROPN
dpc-3748	142	4	)	)	PUNCT
dpc-3748	142	5	.	.	PUNCT
dpc-3748	143	1	2022;14(24):6231	2022;14(24):6231	X
dpc-3748	143	2	.	.	PUNCT
dpc-3748	143	3	doi	doi	NOUN
dpc-3748	143	4	:	:	PUNCT
dpc-3748	143	5	10.3390	10.3390	NUM
dpc-3748	143	6	/	/	SYM
dpc-3748	143	7	cancers14246231	cancers14246231	PROPN
dpc-3748	143	8	.	.	PUNCT
dpc-3748	144	1	pmid	pmid	NOUN
dpc-3748	144	2	:	:	PUNCT
dpc-3748	144	3	36551716	36551716	NUM
dpc-3748	144	4	.	.	PUNCT
dpc-3748	145	1	pmcid	pmcid	NOUN
dpc-3748	145	2	:	:	PUNCT
dpc-3748	145	3	pmc9776963	pmc9776963	ADJ
dpc-3748	145	4	.	.	PUNCT