id	sid	tid	token	lemma	pos
cord-264958-dbqit3vu	1	1	key	key	JJ
cord-264958-dbqit3vu	1	2	:	:	:
cord-264958-dbqit3vu	1	3	cord-264958-dbqit3vu	cord-264958-dbqit3vu	NN
cord-264958-dbqit3vu	1	4	authors	author	NNS
cord-264958-dbqit3vu	1	5	:	:	:
cord-264958-dbqit3vu	1	6	Pervez	Pervez	NNP
cord-264958-dbqit3vu	1	7	,	,	,
cord-264958-dbqit3vu	1	8	Anum	Anum	NNP
cord-264958-dbqit3vu	1	9	;	;	:
cord-264958-dbqit3vu	1	10	McCurdie	McCurdie	NNP
cord-264958-dbqit3vu	1	11	,	,	,
cord-264958-dbqit3vu	1	12	Fiona	Fiona	NNP
cord-264958-dbqit3vu	1	13	;	;	:
cord-264958-dbqit3vu	1	14	Poon	Poon	NNP
cord-264958-dbqit3vu	1	15	,	,	,
cord-264958-dbqit3vu	1	16	Daniel	Daniel	NNP
cord-264958-dbqit3vu	1	17	title	title	NN
cord-264958-dbqit3vu	1	18	:	:	:
cord-264958-dbqit3vu	1	19	The	the	DT
cord-264958-dbqit3vu	1	20	pursuit	pursuit	NN
cord-264958-dbqit3vu	1	21	of	of	IN
cord-264958-dbqit3vu	1	22	radiology	radiology	NN
cord-264958-dbqit3vu	1	23	training	training	NN
cord-264958-dbqit3vu	1	24	in	in	IN
cord-264958-dbqit3vu	1	25	times	time	NNS
cord-264958-dbqit3vu	1	26	of	of	IN
cord-264958-dbqit3vu	1	27	a	a	DT
cord-264958-dbqit3vu	1	28	pandemic	pandemic	NN
cord-264958-dbqit3vu	1	29	date	date	NN
cord-264958-dbqit3vu	1	30	:	:	:
cord-264958-dbqit3vu	1	31	2020	2020	CD
cord-264958-dbqit3vu	1	32	-	-	HYPH
cord-264958-dbqit3vu	1	33	09	09	CD
cord-264958-dbqit3vu	1	34	-	-	HYPH
cord-264958-dbqit3vu	1	35	07	07	CD
cord-264958-dbqit3vu	1	36	journal	journal	NN
cord-264958-dbqit3vu	1	37	:	:	:
cord-264958-dbqit3vu	1	38	BJR	BJR	NNP
cord-264958-dbqit3vu	1	39	Open	Open	NNP
cord-264958-dbqit3vu	1	40	DOI	DOI	NNP
cord-264958-dbqit3vu	1	41	:	:	:
cord-264958-dbqit3vu	1	42	10.1259	10.1259	CD
cord-264958-dbqit3vu	1	43	/	/	SYM
cord-264958-dbqit3vu	1	44	bjro.20200039	bjro.20200039	NNP
cord-264958-dbqit3vu	1	45	sha	sha	NNP
cord-264958-dbqit3vu	1	46	:	:	:
cord-264958-dbqit3vu	2	1	e38b06c6a8526d76a618fcc682431f5bbf990518	e38b06c6a8526d76a618fcc682431f5bbf990518	NNP
cord-264958-dbqit3vu	2	2	doc_id	doc_id	CD
cord-264958-dbqit3vu	2	3	:	:	:
cord-264958-dbqit3vu	2	4	264958	264958	CD
cord-264958-dbqit3vu	2	5	cord_uid	cord_uid	NNS
cord-264958-dbqit3vu	2	6	:	:	:
cord-264958-dbqit3vu	3	1	dbqit3vu	dbqit3vu	NNP
cord-264958-dbqit3vu	3	2	The	the	DT
cord-264958-dbqit3vu	3	3	Coronavirus-19	Coronavirus-19	NNP
cord-264958-dbqit3vu	3	4	(	(	-LRB-
cord-264958-dbqit3vu	3	5	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	3	6	)	)	-RRB-
cord-264958-dbqit3vu	3	7	pandemic	pandemic	NN
cord-264958-dbqit3vu	3	8	has	have	VBZ
cord-264958-dbqit3vu	3	9	been	be	VBN
cord-264958-dbqit3vu	3	10	the	the	DT
cord-264958-dbqit3vu	3	11	greatest	great	JJS
cord-264958-dbqit3vu	3	12	challenge	challenge	NN
cord-264958-dbqit3vu	3	13	faced	face	VBN
cord-264958-dbqit3vu	3	14	by	by	IN
cord-264958-dbqit3vu	3	15	the	the	DT
cord-264958-dbqit3vu	3	16	National	National	NNP
cord-264958-dbqit3vu	3	17	Health	Health	NNP
cord-264958-dbqit3vu	3	18	Service	Service	NNP
cord-264958-dbqit3vu	3	19	(	(	-LRB-
cord-264958-dbqit3vu	3	20	NHS	NHS	NNP
cord-264958-dbqit3vu	3	21	)	)	-RRB-
cord-264958-dbqit3vu	3	22	in	in	IN
cord-264958-dbqit3vu	3	23	its	-PRON-	PRP$
cord-264958-dbqit3vu	3	24	lifetime	lifetime	NN
cord-264958-dbqit3vu	3	25	.	.	.
cord-264958-dbqit3vu	4	1	The	the	DT
cord-264958-dbqit3vu	4	2	crisis	crisis	NN
cord-264958-dbqit3vu	4	3	has	have	VBZ
cord-264958-dbqit3vu	4	4	seen	see	VBN
cord-264958-dbqit3vu	4	5	the	the	DT
cord-264958-dbqit3vu	4	6	disruption	disruption	NN
cord-264958-dbqit3vu	4	7	of	of	IN
cord-264958-dbqit3vu	4	8	many	many	JJ
cord-264958-dbqit3vu	4	9	long	long	RB
cord-264958-dbqit3vu	4	10	-	-	HYPH
cord-264958-dbqit3vu	4	11	held	hold	VBN
cord-264958-dbqit3vu	4	12	institutions	institution	NNS
cord-264958-dbqit3vu	4	13	,	,	,
cord-264958-dbqit3vu	4	14	most	most	RBS
cord-264958-dbqit3vu	4	15	critically	critically	RB
cord-264958-dbqit3vu	4	16	of	of	IN
cord-264958-dbqit3vu	4	17	which	which	WDT
cord-264958-dbqit3vu	4	18	is	be	VBZ
cord-264958-dbqit3vu	4	19	specialty	specialty	NN
cord-264958-dbqit3vu	4	20	training	training	NN
cord-264958-dbqit3vu	4	21	.	.	.
cord-264958-dbqit3vu	5	1	In	in	IN
cord-264958-dbqit3vu	5	2	this	this	DT
cord-264958-dbqit3vu	5	3	article	article	NN
cord-264958-dbqit3vu	5	4	,	,	,
cord-264958-dbqit3vu	5	5	we	-PRON-	PRP
cord-264958-dbqit3vu	5	6	discuss	discuss	VBP
cord-264958-dbqit3vu	5	7	the	the	DT
cord-264958-dbqit3vu	5	8	impact	impact	NN
cord-264958-dbqit3vu	5	9	of	of	IN
cord-264958-dbqit3vu	5	10	the	the	DT
cord-264958-dbqit3vu	5	11	pandemic	pandemic	NN
cord-264958-dbqit3vu	5	12	on	on	IN
cord-264958-dbqit3vu	5	13	Radiology	Radiology	NNP
cord-264958-dbqit3vu	5	14	training	training	NN
cord-264958-dbqit3vu	5	15	in	in	IN
cord-264958-dbqit3vu	5	16	the	the	DT
cord-264958-dbqit3vu	5	17	UK	UK	NNP
cord-264958-dbqit3vu	5	18	.	.	.
cord-264958-dbqit3vu	6	1	We	-PRON-	PRP
cord-264958-dbqit3vu	6	2	explore	explore	VBP
cord-264958-dbqit3vu	6	3	the	the	DT
cord-264958-dbqit3vu	6	4	methods	method	NNS
cord-264958-dbqit3vu	6	5	that	that	WDT
cord-264958-dbqit3vu	6	6	have	have	VBP
cord-264958-dbqit3vu	6	7	been	be	VBN
cord-264958-dbqit3vu	6	8	used	use	VBN
cord-264958-dbqit3vu	6	9	to	to	TO
cord-264958-dbqit3vu	6	10	combat	combat	VB
cord-264958-dbqit3vu	6	11	these	these	DT
cord-264958-dbqit3vu	6	12	difficulties	difficulty	NNS
cord-264958-dbqit3vu	6	13	and	and	CC
cord-264958-dbqit3vu	6	14	suggest	suggest	VBP
cord-264958-dbqit3vu	6	15	workable	workable	JJ
cord-264958-dbqit3vu	6	16	solutions	solution	NNS
cord-264958-dbqit3vu	6	17	.	.	.
cord-264958-dbqit3vu	7	1	As	as	IN
cord-264958-dbqit3vu	7	2	technology	technology	NN
cord-264958-dbqit3vu	7	3	platforms	platform	NNS
cord-264958-dbqit3vu	7	4	become	become	VBP
cord-264958-dbqit3vu	7	5	ever	ever	RB
cord-264958-dbqit3vu	7	6	more	more	RBR
cord-264958-dbqit3vu	7	7	integral	integral	JJ
cord-264958-dbqit3vu	7	8	to	to	IN
cord-264958-dbqit3vu	7	9	our	-PRON-	PRP$
cord-264958-dbqit3vu	7	10	daily	daily	JJ
cord-264958-dbqit3vu	7	11	clinical	clinical	JJ
cord-264958-dbqit3vu	7	12	routines	routine	NNS
cord-264958-dbqit3vu	7	13	,	,	,
cord-264958-dbqit3vu	7	14	we	-PRON-	PRP
cord-264958-dbqit3vu	7	15	discuss	discuss	VBP
cord-264958-dbqit3vu	7	16	how	how	WRB
cord-264958-dbqit3vu	7	17	these	these	DT
cord-264958-dbqit3vu	7	18	offer	offer	VBP
cord-264958-dbqit3vu	7	19	a	a	DT
cord-264958-dbqit3vu	7	20	new	new	JJ
cord-264958-dbqit3vu	7	21	approach	approach	NN
cord-264958-dbqit3vu	7	22	to	to	IN
cord-264958-dbqit3vu	7	23	training	training	NN
cord-264958-dbqit3vu	7	24	.	.	.
cord-264958-dbqit3vu	8	1	We	-PRON-	PRP
cord-264958-dbqit3vu	8	2	argue	argue	VBP
cord-264958-dbqit3vu	8	3	that	that	IN
cord-264958-dbqit3vu	8	4	,	,	,
cord-264958-dbqit3vu	8	5	of	of	IN
cord-264958-dbqit3vu	8	6	all	all	PDT
cord-264958-dbqit3vu	8	7	the	the	DT
cord-264958-dbqit3vu	8	8	medical	medical	JJ
cord-264958-dbqit3vu	8	9	disciplines	discipline	NNS
cord-264958-dbqit3vu	8	10	,	,	,
cord-264958-dbqit3vu	8	11	radiologists	radiologist	NNS
cord-264958-dbqit3vu	8	12	are	be	VBP
cord-264958-dbqit3vu	8	13	best	well	RBS
cord-264958-dbqit3vu	8	14	placed	place	VBN
cord-264958-dbqit3vu	8	15	to	to	TO
cord-264958-dbqit3vu	8	16	design	design	VB
cord-264958-dbqit3vu	8	17	and	and	CC
cord-264958-dbqit3vu	8	18	implement	implement	VB
cord-264958-dbqit3vu	8	19	technology	technology	NN
cord-264958-dbqit3vu	8	20	-	-	HYPH
cord-264958-dbqit3vu	8	21	based	base	VBN
cord-264958-dbqit3vu	8	22	training	training	NN
cord-264958-dbqit3vu	8	23	,	,	,
cord-264958-dbqit3vu	8	24	and	and	CC
cord-264958-dbqit3vu	8	25	lead	lead	VB
cord-264958-dbqit3vu	8	26	other	other	JJ
cord-264958-dbqit3vu	8	27	specialties	specialty	NNS
cord-264958-dbqit3vu	8	28	in	in	IN
cord-264958-dbqit3vu	8	29	doing	do	VBG
cord-264958-dbqit3vu	8	30	so	so	RB
cord-264958-dbqit3vu	8	31	.	.	.
cord-264958-dbqit3vu	9	1	Whilst	whilst	IN
cord-264958-dbqit3vu	9	2	the	the	DT
cord-264958-dbqit3vu	9	3	upheaval	upheaval	NN
cord-264958-dbqit3vu	9	4	of	of	IN
cord-264958-dbqit3vu	9	5	traditional	traditional	JJ
cord-264958-dbqit3vu	9	6	approaches	approach	NNS
cord-264958-dbqit3vu	9	7	to	to	IN
cord-264958-dbqit3vu	9	8	education	education	NN
cord-264958-dbqit3vu	9	9	is	be	VBZ
cord-264958-dbqit3vu	9	10	a	a	DT
cord-264958-dbqit3vu	9	11	challenge	challenge	NN
cord-264958-dbqit3vu	9	12	,	,	,
cord-264958-dbqit3vu	9	13	we	-PRON-	PRP
cord-264958-dbqit3vu	9	14	propose	propose	VBP
cord-264958-dbqit3vu	9	15	that	that	IN
cord-264958-dbqit3vu	9	16	this	this	DT
cord-264958-dbqit3vu	9	17	departure	departure	NN
cord-264958-dbqit3vu	9	18	from	from	IN
cord-264958-dbqit3vu	9	19	the	the	DT
cord-264958-dbqit3vu	9	20	norm	norm	NN
cord-264958-dbqit3vu	9	21	offers	offer	VBZ
cord-264958-dbqit3vu	9	22	exciting	exciting	JJ
cord-264958-dbqit3vu	9	23	opportunities	opportunity	NNS
cord-264958-dbqit3vu	9	24	for	for	IN
cord-264958-dbqit3vu	9	25	improvement	improvement	NN
cord-264958-dbqit3vu	9	26	.	.	.
cord-264958-dbqit3vu	10	1	On	on	IN
cord-264958-dbqit3vu	10	2	December	December	NNP
cord-264958-dbqit3vu	10	3	31st	31st	NN
cord-264958-dbqit3vu	10	4	2019	2019	CD
cord-264958-dbqit3vu	10	5	,	,	,
cord-264958-dbqit3vu	10	6	the	the	DT
cord-264958-dbqit3vu	10	7	World	World	NNP
cord-264958-dbqit3vu	10	8	Health	Health	NNP
cord-264958-dbqit3vu	10	9	Organisation	Organisation	NNP
cord-264958-dbqit3vu	10	10	was	be	VBD
cord-264958-dbqit3vu	10	11	informed	inform	VBN
cord-264958-dbqit3vu	10	12	of	of	IN
cord-264958-dbqit3vu	10	13	a	a	DT
cord-264958-dbqit3vu	10	14	cluster	cluster	NN
cord-264958-dbqit3vu	10	15	of	of	IN
cord-264958-dbqit3vu	10	16	pneumonia	pneumonia	NN
cord-264958-dbqit3vu	10	17	cases	case	NNS
cord-264958-dbqit3vu	10	18	in	in	IN
cord-264958-dbqit3vu	10	19	Wuhan	Wuhan	NNP
cord-264958-dbqit3vu	10	20	,	,	,
cord-264958-dbqit3vu	10	21	China	China	NNP
cord-264958-dbqit3vu	10	22	.	.	.
cord-264958-dbqit3vu	11	1	As	as	IN
cord-264958-dbqit3vu	11	2	of	of	IN
cord-264958-dbqit3vu	11	3	August	August	NNP
cord-264958-dbqit3vu	11	4	19th	19th	NN
cord-264958-dbqit3vu	11	5	,	,	,
cord-264958-dbqit3vu	11	6	2020	2020	CD
cord-264958-dbqit3vu	11	7	,	,	,
cord-264958-dbqit3vu	11	8	over	over	IN
cord-264958-dbqit3vu	11	9	22.1	22.1	CD
cord-264958-dbqit3vu	11	10	million	million	CD
cord-264958-dbqit3vu	11	11	cases	case	NNS
cord-264958-dbqit3vu	11	12	have	have	VBP
cord-264958-dbqit3vu	11	13	been	be	VBN
cord-264958-dbqit3vu	11	14	recorded	record	VBN
cord-264958-dbqit3vu	11	15	worldwide	worldwide	RB
cord-264958-dbqit3vu	11	16	,	,	,
cord-264958-dbqit3vu	11	17	with	with	IN
cord-264958-dbqit3vu	11	18	more	more	JJR
cord-264958-dbqit3vu	11	19	than	than	IN
cord-264958-dbqit3vu	11	20	781,000	781,000	CD
cord-264958-dbqit3vu	11	21	deaths	death	NNS
cord-264958-dbqit3vu	11	22	.	.	.
cord-264958-dbqit3vu	12	1	1	1	LS
cord-264958-dbqit3vu	13	1	The	the	DT
cord-264958-dbqit3vu	13	2	novel	novel	JJ
cord-264958-dbqit3vu	13	3	coronavirus	coronavirus	NN
cord-264958-dbqit3vu	13	4	,	,	,
cord-264958-dbqit3vu	13	5	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	13	6	,	,	,
cord-264958-dbqit3vu	13	7	has	have	VBZ
cord-264958-dbqit3vu	13	8	halted	halt	VBN
cord-264958-dbqit3vu	13	9	the	the	DT
cord-264958-dbqit3vu	13	10	world	world	NN
cord-264958-dbqit3vu	13	11	in	in	IN
cord-264958-dbqit3vu	13	12	its	-PRON-	PRP$
cord-264958-dbqit3vu	13	13	tracks	track	NNS
cord-264958-dbqit3vu	13	14	.	.	.
cord-264958-dbqit3vu	14	1	For	for	IN
cord-264958-dbqit3vu	14	2	healthcare	healthcare	NN
cord-264958-dbqit3vu	14	3	workers	worker	NNS
cord-264958-dbqit3vu	14	4	in	in	IN
cord-264958-dbqit3vu	14	5	the	the	DT
cord-264958-dbqit3vu	14	6	UK	UK	NNP
cord-264958-dbqit3vu	14	7	,	,	,
cord-264958-dbqit3vu	14	8	and	and	CC
cord-264958-dbqit3vu	14	9	across	across	IN
cord-264958-dbqit3vu	14	10	the	the	DT
cord-264958-dbqit3vu	14	11	globe	globe	NN
cord-264958-dbqit3vu	14	12	,	,	,
cord-264958-dbqit3vu	14	13	personal	personal	JJ
cord-264958-dbqit3vu	14	14	and	and	CC
cord-264958-dbqit3vu	14	15	professional	professional	JJ
cord-264958-dbqit3vu	14	16	roles	role	NNS
cord-264958-dbqit3vu	14	17	have	have	VBP
cord-264958-dbqit3vu	14	18	had	have	VBN
cord-264958-dbqit3vu	14	19	to	to	TO
cord-264958-dbqit3vu	14	20	rapidly	rapidly	RB
cord-264958-dbqit3vu	14	21	change	change	VB
cord-264958-dbqit3vu	14	22	.	.	.
cord-264958-dbqit3vu	15	1	With	with	IN
cord-264958-dbqit3vu	15	2	redeployment	redeployment	NN
cord-264958-dbqit3vu	15	3	of	of	IN
cord-264958-dbqit3vu	15	4	staff	staff	NN
cord-264958-dbqit3vu	15	5	,	,	,
cord-264958-dbqit3vu	15	6	changes	change	VBZ
cord-264958-dbqit3vu	15	7	to	to	IN
cord-264958-dbqit3vu	15	8	service	service	NN
cord-264958-dbqit3vu	15	9	provision	provision	NN
cord-264958-dbqit3vu	15	10	and	and	CC
cord-264958-dbqit3vu	15	11	social	social	JJ
cord-264958-dbqit3vu	15	12	distancing	distancing	NN
cord-264958-dbqit3vu	15	13	,	,	,
cord-264958-dbqit3vu	15	14	daily	daily	JJ
cord-264958-dbqit3vu	15	15	activities	activity	NNS
cord-264958-dbqit3vu	15	16	have	have	VBP
cord-264958-dbqit3vu	15	17	been	be	VBN
cord-264958-dbqit3vu	15	18	re	re	VBN
cord-264958-dbqit3vu	15	19	-	-	VBN
cord-264958-dbqit3vu	15	20	prioritised	prioritise	VBN
cord-264958-dbqit3vu	15	21	,	,	,
cord-264958-dbqit3vu	15	22	at	at	IN
cord-264958-dbqit3vu	15	23	the	the	DT
cord-264958-dbqit3vu	15	24	expense	expense	NN
cord-264958-dbqit3vu	15	25	of	of	IN
cord-264958-dbqit3vu	15	26	specialty	specialty	NN
cord-264958-dbqit3vu	15	27	training	training	NN
cord-264958-dbqit3vu	15	28	.	.	.
cord-264958-dbqit3vu	16	1	Whilst	whilst	IN
cord-264958-dbqit3vu	16	2	we	-PRON-	PRP
cord-264958-dbqit3vu	16	3	look	look	VBP
cord-264958-dbqit3vu	16	4	with	with	IN
cord-264958-dbqit3vu	16	5	trepidation	trepidation	NN
cord-264958-dbqit3vu	16	6	to	to	IN
cord-264958-dbqit3vu	16	7	the	the	DT
cord-264958-dbqit3vu	16	8	coming	come	VBG
cord-264958-dbqit3vu	16	9	winter	winter	NN
cord-264958-dbqit3vu	16	10	,	,	,
cord-264958-dbqit3vu	16	11	and	and	CC
cord-264958-dbqit3vu	16	12	await	await	VBP
cord-264958-dbqit3vu	16	13	the	the	DT
cord-264958-dbqit3vu	16	14	threatened	threatened	JJ
cord-264958-dbqit3vu	16	15	'	'	``
cord-264958-dbqit3vu	16	16	second	second	JJ
cord-264958-dbqit3vu	16	17	peak	peak	NN
cord-264958-dbqit3vu	16	18	'	'	''
cord-264958-dbqit3vu	16	19	,	,	,
cord-264958-dbqit3vu	16	20	it	-PRON-	PRP
cord-264958-dbqit3vu	16	21	is	be	VBZ
cord-264958-dbqit3vu	16	22	an	an	DT
cord-264958-dbqit3vu	16	23	important	important	JJ
cord-264958-dbqit3vu	16	24	moment	moment	NN
cord-264958-dbqit3vu	16	25	to	to	TO
cord-264958-dbqit3vu	16	26	take	take	VB
cord-264958-dbqit3vu	16	27	stock	stock	NN
cord-264958-dbqit3vu	16	28	.	.	.
cord-264958-dbqit3vu	17	1	We	-PRON-	PRP
cord-264958-dbqit3vu	17	2	reflect	reflect	VBP
cord-264958-dbqit3vu	17	3	on	on	IN
cord-264958-dbqit3vu	17	4	the	the	DT
cord-264958-dbqit3vu	17	5	impact	impact	NN
cord-264958-dbqit3vu	17	6	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	17	7	has	have	VBZ
cord-264958-dbqit3vu	17	8	had	have	VBN
cord-264958-dbqit3vu	17	9	on	on	IN
cord-264958-dbqit3vu	17	10	Radiology	Radiology	NNP
cord-264958-dbqit3vu	17	11	training	training	NN
cord-264958-dbqit3vu	17	12	and	and	CC
cord-264958-dbqit3vu	17	13	explore	explore	VB
cord-264958-dbqit3vu	17	14	how	how	WRB
cord-264958-dbqit3vu	17	15	to	to	TO
cord-264958-dbqit3vu	17	16	move	move	VB
cord-264958-dbqit3vu	17	17	forward	forward	RB
cord-264958-dbqit3vu	17	18	,	,	,
cord-264958-dbqit3vu	17	19	seeking	seek	VBG
cord-264958-dbqit3vu	17	20	opportunities	opportunity	NNS
cord-264958-dbqit3vu	17	21	for	for	IN
cord-264958-dbqit3vu	17	22	improvement	improvement	NN
cord-264958-dbqit3vu	17	23	in	in	IN
cord-264958-dbqit3vu	17	24	this	this	DT
cord-264958-dbqit3vu	17	25	time	time	NN
cord-264958-dbqit3vu	17	26	of	of	IN
cord-264958-dbqit3vu	17	27	crisis	crisis	NN
cord-264958-dbqit3vu	17	28	.	.	.
cord-264958-dbqit3vu	18	1	To	to	TO
cord-264958-dbqit3vu	18	2	explore	explore	VB
cord-264958-dbqit3vu	18	3	the	the	DT
cord-264958-dbqit3vu	18	4	impact	impact	NN
cord-264958-dbqit3vu	18	5	of	of	IN
cord-264958-dbqit3vu	18	6	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	18	7	on	on	IN
cord-264958-dbqit3vu	18	8	training	training	NN
cord-264958-dbqit3vu	18	9	,	,	,
cord-264958-dbqit3vu	18	10	we	-PRON-	PRP
cord-264958-dbqit3vu	18	11	break	break	VBP
cord-264958-dbqit3vu	18	12	it	-PRON-	PRP
cord-264958-dbqit3vu	18	13	down	down	RP
cord-264958-dbqit3vu	18	14	into	into	IN
cord-264958-dbqit3vu	18	15	three	three	CD
cord-264958-dbqit3vu	18	16	phases	phase	NNS
cord-264958-dbqit3vu	18	17	(	(	-LRB-
cord-264958-dbqit3vu	18	18	Figure	figure	NN
cord-264958-dbqit3vu	18	19	1	1	CD
cord-264958-dbqit3vu	18	20	)	)	-RRB-
cord-264958-dbqit3vu	18	21	and	and	CC
cord-264958-dbqit3vu	18	22	discuss	discuss	VB
cord-264958-dbqit3vu	18	23	the	the	DT
cord-264958-dbqit3vu	18	24	different	different	JJ
cord-264958-dbqit3vu	18	25	challenges	challenge	NNS
cord-264958-dbqit3vu	18	26	faced	face	VBN
cord-264958-dbqit3vu	18	27	at	at	IN
cord-264958-dbqit3vu	18	28	each	each	DT
cord-264958-dbqit3vu	18	29	point	point	NN
cord-264958-dbqit3vu	18	30	in	in	IN
cord-264958-dbqit3vu	18	31	time	time	NN
cord-264958-dbqit3vu	18	32	:	:	:
cord-264958-dbqit3vu	19	1	Phase	phase	NN
cord-264958-dbqit3vu	19	2	I	-PRON-	PRP
cord-264958-dbqit3vu	19	3	:	:	:
cord-264958-dbqit3vu	19	4	Initial	initial	JJ
cord-264958-dbqit3vu	19	5	response	response	NN
cord-264958-dbqit3vu	20	1	As	as	IN
cord-264958-dbqit3vu	20	2	the	the	DT
cord-264958-dbqit3vu	20	3	magnitude	magnitude	NN
cord-264958-dbqit3vu	20	4	of	of	IN
cord-264958-dbqit3vu	20	5	the	the	DT
cord-264958-dbqit3vu	20	6	COVID-19	covid-19	JJ
cord-264958-dbqit3vu	20	7	pandemic	pandemic	NN
cord-264958-dbqit3vu	20	8	became	become	VBD
cord-264958-dbqit3vu	20	9	increasingly	increasingly	RB
cord-264958-dbqit3vu	20	10	apparent	apparent	JJ
cord-264958-dbqit3vu	20	11	,	,	,
cord-264958-dbqit3vu	20	12	and	and	CC
cord-264958-dbqit3vu	20	13	hospitals	hospital	NNS
cord-264958-dbqit3vu	20	14	issued	issue	VBD
cord-264958-dbqit3vu	20	15	major	major	JJ
cord-264958-dbqit3vu	20	16	incident	incident	NN
cord-264958-dbqit3vu	20	17	warnings	warning	NNS
cord-264958-dbqit3vu	20	18	,	,	,
cord-264958-dbqit3vu	20	19	Radiology	Radiology	NNP
cord-264958-dbqit3vu	20	20	departments	department	NNS
cord-264958-dbqit3vu	20	21	across	across	IN
cord-264958-dbqit3vu	20	22	the	the	DT
cord-264958-dbqit3vu	20	23	country	country	NN
cord-264958-dbqit3vu	20	24	had	have	VBD
cord-264958-dbqit3vu	20	25	to	to	TO
cord-264958-dbqit3vu	20	26	reconfigure	reconfigure	VB
cord-264958-dbqit3vu	20	27	the	the	DT
cord-264958-dbqit3vu	20	28	delivery	delivery	NN
cord-264958-dbqit3vu	20	29	of	of	IN
cord-264958-dbqit3vu	20	30	their	-PRON-	PRP$
cord-264958-dbqit3vu	20	31	services	service	NNS
cord-264958-dbqit3vu	20	32	to	to	TO
cord-264958-dbqit3vu	20	33	match	match	VB
cord-264958-dbqit3vu	20	34	new	new	JJ
cord-264958-dbqit3vu	20	35	,	,	,
cord-264958-dbqit3vu	20	36	unprecedented	unprecedented	JJ
cord-264958-dbqit3vu	20	37	demands	demand	NNS
cord-264958-dbqit3vu	20	38	.	.	.
cord-264958-dbqit3vu	21	1	This	this	DT
cord-264958-dbqit3vu	21	2	put	put	VBD
cord-264958-dbqit3vu	21	3	an	an	DT
cord-264958-dbqit3vu	21	4	emphasis	emphasis	NN
cord-264958-dbqit3vu	21	5	on	on	IN
cord-264958-dbqit3vu	21	6	prompt	prompt	JJ
cord-264958-dbqit3vu	21	7	reporting	reporting	NN
cord-264958-dbqit3vu	21	8	,	,	,
cord-264958-dbqit3vu	21	9	clearing	clearing	NN
cord-264958-dbqit3vu	21	10	of	of	IN
cord-264958-dbqit3vu	21	11	backlogs	backlog	NNS
cord-264958-dbqit3vu	21	12	and	and	CC
cord-264958-dbqit3vu	21	13	redistribution	redistribution	NN
cord-264958-dbqit3vu	21	14	of	of	IN
cord-264958-dbqit3vu	21	15	the	the	DT
cord-264958-dbqit3vu	21	16	general	general	JJ
cord-264958-dbqit3vu	21	17	workload	workload	NN
cord-264958-dbqit3vu	21	18	.	.	.
cord-264958-dbqit3vu	22	1	Training	train	VBG
cord-264958-dbqit3vu	22	2	in	in	IN
cord-264958-dbqit3vu	22	3	this	this	DT
cord-264958-dbqit3vu	22	4	Phase	phase	NN
cord-264958-dbqit3vu	22	5	came	come	VBD
cord-264958-dbqit3vu	22	6	to	to	IN
cord-264958-dbqit3vu	22	7	a	a	DT
cord-264958-dbqit3vu	22	8	complete	complete	JJ
cord-264958-dbqit3vu	22	9	standstill	standstill	NN
cord-264958-dbqit3vu	22	10	.	.	.
cord-264958-dbqit3vu	23	1	All	all	DT
cord-264958-dbqit3vu	23	2	upcoming	upcoming	JJ
cord-264958-dbqit3vu	23	3	FRCR	FRCR	NNP
cord-264958-dbqit3vu	23	4	(	(	-LRB-
cord-264958-dbqit3vu	23	5	Fellow	fellow	NN
cord-264958-dbqit3vu	23	6	of	of	IN
cord-264958-dbqit3vu	23	7	the	the	DT
cord-264958-dbqit3vu	23	8	Royal	Royal	NNP
cord-264958-dbqit3vu	23	9	College	College	NNP
cord-264958-dbqit3vu	23	10	of	of	IN
cord-264958-dbqit3vu	23	11	Radiologists	Radiologists	NNPS
cord-264958-dbqit3vu	23	12	)	)	-RRB-
cord-264958-dbqit3vu	24	1	examinations	examination	NNS
cord-264958-dbqit3vu	24	2	were	be	VBD
cord-264958-dbqit3vu	24	3	cancelled	cancel	VBN
cord-264958-dbqit3vu	24	4	,	,	,
cord-264958-dbqit3vu	24	5	rotations	rotation	NNS
cord-264958-dbqit3vu	24	6	were	be	VBD
cord-264958-dbqit3vu	24	7	paused	pause	VBN
cord-264958-dbqit3vu	24	8	and	and	CC
cord-264958-dbqit3vu	24	9	trainees	trainee	NNS
cord-264958-dbqit3vu	24	10	were	be	VBD
cord-264958-dbqit3vu	24	11	redeployed	redeploy	VBN
cord-264958-dbqit3vu	24	12	to	to	IN
cord-264958-dbqit3vu	24	13	intensive	intensive	JJ
cord-264958-dbqit3vu	24	14	care	care	NN
cord-264958-dbqit3vu	24	15	,	,	,
cord-264958-dbqit3vu	24	16	emergency	emergency	NN
cord-264958-dbqit3vu	24	17	departments	department	NNS
cord-264958-dbqit3vu	24	18	and	and	CC
cord-264958-dbqit3vu	24	19	medical	medical	JJ
cord-264958-dbqit3vu	24	20	wards	ward	NNS
cord-264958-dbqit3vu	24	21	.	.	.
cord-264958-dbqit3vu	25	1	The	the	DT
cord-264958-dbqit3vu	25	2	London	London	NNP
cord-264958-dbqit3vu	25	3	School	School	NNP
cord-264958-dbqit3vu	25	4	of	of	IN
cord-264958-dbqit3vu	25	5	Training	Training	NNP
cord-264958-dbqit3vu	25	6	reported	report	VBD
cord-264958-dbqit3vu	25	7	around	around	IN
cord-264958-dbqit3vu	25	8	two	two	CD
cord-264958-dbqit3vu	25	9	-	-	HYPH
cord-264958-dbqit3vu	25	10	thirds	third	NNS
cord-264958-dbqit3vu	25	11	of	of	IN
cord-264958-dbqit3vu	25	12	ST1	ST1	NNP
cord-264958-dbqit3vu	25	13	and	and	CC
cord-264958-dbqit3vu	25	14	ST2	ST2	NNP
cord-264958-dbqit3vu	25	15	clinical	clinical	JJ
cord-264958-dbqit3vu	25	16	radiology	radiology	NN
cord-264958-dbqit3vu	25	17	trainees	trainee	NNS
cord-264958-dbqit3vu	25	18	had	have	VBD
cord-264958-dbqit3vu	25	19	been	be	VBN
cord-264958-dbqit3vu	25	20	redeployed	redeploy	VBN
cord-264958-dbqit3vu	25	21	,	,	,
cord-264958-dbqit3vu	25	22	with	with	IN
cord-264958-dbqit3vu	25	23	a	a	DT
cord-264958-dbqit3vu	25	24	variable	variable	JJ
cord-264958-dbqit3vu	25	25	number	number	NN
cord-264958-dbqit3vu	25	26	of	of	IN
cord-264958-dbqit3vu	25	27	ST3s	ST3s	NNP
cord-264958-dbqit3vu	25	28	.	.	.
cord-264958-dbqit3vu	26	1	These	these	DT
cord-264958-dbqit3vu	26	2	trainees	trainee	NNS
cord-264958-dbqit3vu	26	3	went	go	VBD
cord-264958-dbqit3vu	26	4	entirely	entirely	RB
cord-264958-dbqit3vu	26	5	without	without	IN
cord-264958-dbqit3vu	26	6	training	training	NN
cord-264958-dbqit3vu	26	7	during	during	IN
cord-264958-dbqit3vu	26	8	this	this	DT
cord-264958-dbqit3vu	26	9	period	period	NN
cord-264958-dbqit3vu	26	10	,	,	,
cord-264958-dbqit3vu	26	11	which	which	WDT
cord-264958-dbqit3vu	26	12	for	for	IN
cord-264958-dbqit3vu	26	13	some	some	DT
cord-264958-dbqit3vu	26	14	lasted	last	VBN
cord-264958-dbqit3vu	26	15	months	month	NNS
cord-264958-dbqit3vu	26	16	.	.	.
cord-264958-dbqit3vu	27	1	For	for	IN
cord-264958-dbqit3vu	27	2	those	those	DT
cord-264958-dbqit3vu	27	3	trainees	trainee	NNS
cord-264958-dbqit3vu	27	4	left	leave	VBD
cord-264958-dbqit3vu	27	5	behind	behind	RB
cord-264958-dbqit3vu	27	6	,	,	,
cord-264958-dbqit3vu	27	7	new	new	JJ
cord-264958-dbqit3vu	27	8	rotas	rota	NNS
cord-264958-dbqit3vu	27	9	were	be	VBD
cord-264958-dbqit3vu	27	10	designed	design	VBN
cord-264958-dbqit3vu	27	11	to	to	TO
cord-264958-dbqit3vu	27	12	ensure	ensure	VB
cord-264958-dbqit3vu	27	13	demand	demand	NN
cord-264958-dbqit3vu	27	14	for	for	IN
cord-264958-dbqit3vu	27	15	services	service	NNS
cord-264958-dbqit3vu	27	16	could	could	MD
cord-264958-dbqit3vu	27	17	be	be	VB
cord-264958-dbqit3vu	27	18	met	meet	VBN
cord-264958-dbqit3vu	27	19	,	,	,
cord-264958-dbqit3vu	27	20	whilst	whilst	IN
cord-264958-dbqit3vu	27	21	also	also	RB
cord-264958-dbqit3vu	27	22	limiting	limit	VBG
cord-264958-dbqit3vu	27	23	the	the	DT
cord-264958-dbqit3vu	27	24	numbers	number	NNS
cord-264958-dbqit3vu	27	25	travelling	travel	VBG
cord-264958-dbqit3vu	27	26	to	to	IN
cord-264958-dbqit3vu	27	27	and	and	CC
cord-264958-dbqit3vu	27	28	spending	spend	VBG
cord-264958-dbqit3vu	27	29	'	'	``
cord-264958-dbqit3vu	27	30	nonessential	nonessential	JJ
cord-264958-dbqit3vu	27	31	'	'	''
cord-264958-dbqit3vu	27	32	time	time	NN
cord-264958-dbqit3vu	27	33	at	at	IN
cord-264958-dbqit3vu	27	34	work	work	NN
cord-264958-dbqit3vu	27	35	.	.	.
cord-264958-dbqit3vu	28	1	As	as	IN
cord-264958-dbqit3vu	28	2	routine	routine	JJ
cord-264958-dbqit3vu	28	3	outpatient	outpatient	NN
cord-264958-dbqit3vu	28	4	work	work	NN
cord-264958-dbqit3vu	28	5	stopped	stop	VBD
cord-264958-dbqit3vu	28	6	,	,	,
cord-264958-dbqit3vu	28	7	the	the	DT
cord-264958-dbqit3vu	28	8	volume	volume	NN
cord-264958-dbqit3vu	28	9	and	and	CC
cord-264958-dbqit3vu	28	10	range	range	NN
cord-264958-dbqit3vu	28	11	of	of	IN
cord-264958-dbqit3vu	28	12	reporting	reporting	NN
cord-264958-dbqit3vu	28	13	opportunities	opportunity	NNS
cord-264958-dbqit3vu	28	14	plummeted	plummet	VBD
cord-264958-dbqit3vu	28	15	.	.	.
cord-264958-dbqit3vu	29	1	This	this	DT
cord-264958-dbqit3vu	29	2	particularly	particularly	RB
cord-264958-dbqit3vu	29	3	impacted	impact	VBD
cord-264958-dbqit3vu	29	4	practical	practical	JJ
cord-264958-dbqit3vu	29	5	training	training	NN
cord-264958-dbqit3vu	29	6	in	in	IN
cord-264958-dbqit3vu	29	7	modalities	modality	NNS
cord-264958-dbqit3vu	29	8	such	such	JJ
cord-264958-dbqit3vu	29	9	as	as	IN
cord-264958-dbqit3vu	29	10	ultrasound	ultrasound	NN
cord-264958-dbqit3vu	29	11	,	,	,
cord-264958-dbqit3vu	29	12	fluoroscopy	fluoroscopy	NN
cord-264958-dbqit3vu	29	13	and	and	CC
cord-264958-dbqit3vu	29	14	interventional	interventional	JJ
cord-264958-dbqit3vu	29	15	radiology	radiology	NN
cord-264958-dbqit3vu	29	16	.	.	.
cord-264958-dbqit3vu	30	1	Another	another	DT
cord-264958-dbqit3vu	30	2	challenge	challenge	NN
cord-264958-dbqit3vu	30	3	,	,	,
cord-264958-dbqit3vu	30	4	not	not	RB
cord-264958-dbqit3vu	30	5	unique	unique	JJ
cord-264958-dbqit3vu	30	6	to	to	IN
cord-264958-dbqit3vu	30	7	radiology	radiology	NN
cord-264958-dbqit3vu	30	8	trainees	trainee	NNS
cord-264958-dbqit3vu	30	9	,	,	,
cord-264958-dbqit3vu	30	10	was	be	VBD
cord-264958-dbqit3vu	30	11	the	the	DT
cord-264958-dbqit3vu	30	12	increasing	increase	VBG
cord-264958-dbqit3vu	30	13	rates	rate	NNS
cord-264958-dbqit3vu	30	14	of	of	IN
cord-264958-dbqit3vu	30	15	staff	staff	NN
cord-264958-dbqit3vu	30	16	illness	illness	NN
cord-264958-dbqit3vu	30	17	.	.	.
cord-264958-dbqit3vu	31	1	Symptomatic	symptomatic	JJ
cord-264958-dbqit3vu	31	2	staff	staff	NN
cord-264958-dbqit3vu	31	3	members	member	NNS
cord-264958-dbqit3vu	31	4	,	,	,
cord-264958-dbqit3vu	31	5	or	or	CC
cord-264958-dbqit3vu	31	6	those	those	DT
cord-264958-dbqit3vu	31	7	living	live	VBG
cord-264958-dbqit3vu	31	8	with	with	IN
cord-264958-dbqit3vu	31	9	symptomatic	symptomatic	JJ
cord-264958-dbqit3vu	31	10	individuals	individual	NNS
cord-264958-dbqit3vu	31	11	,	,	,
cord-264958-dbqit3vu	31	12	required	require	VBN
cord-264958-dbqit3vu	31	13	adequate	adequate	JJ
cord-264958-dbqit3vu	31	14	time	time	NN
cord-264958-dbqit3vu	31	15	off	off	RP
cord-264958-dbqit3vu	31	16	in	in	IN
cord-264958-dbqit3vu	31	17	self	self	NN
cord-264958-dbqit3vu	31	18	-	-	HYPH
cord-264958-dbqit3vu	31	19	isolation	isolation	NN
cord-264958-dbqit3vu	31	20	.	.	.
cord-264958-dbqit3vu	32	1	Likewise	likewise	RB
cord-264958-dbqit3vu	32	2	those	those	DT
cord-264958-dbqit3vu	32	3	who	who	WP
cord-264958-dbqit3vu	32	4	fell	fall	VBD
cord-264958-dbqit3vu	32	5	into	into	IN
cord-264958-dbqit3vu	32	6	the	the	DT
cord-264958-dbqit3vu	32	7	high	high	JJ
cord-264958-dbqit3vu	32	8	-	-	HYPH
cord-264958-dbqit3vu	32	9	risk	risk	NN
cord-264958-dbqit3vu	32	10	category	category	NN
cord-264958-dbqit3vu	32	11	needed	need	VBN
cord-264958-dbqit3vu	32	12	to	to	TO
cord-264958-dbqit3vu	32	13	shield	shield	VB
cord-264958-dbqit3vu	32	14	for	for	IN
cord-264958-dbqit3vu	32	15	prolonged	prolonged	JJ
cord-264958-dbqit3vu	32	16	periods	period	NNS
cord-264958-dbqit3vu	32	17	.	.	.
cord-264958-dbqit3vu	33	1	During	during	IN
cord-264958-dbqit3vu	33	2	this	this	DT
cord-264958-dbqit3vu	33	3	phase	phase	NN
cord-264958-dbqit3vu	33	4	,	,	,
cord-264958-dbqit3vu	33	5	there	there	EX
cord-264958-dbqit3vu	33	6	was	be	VBD
cord-264958-dbqit3vu	33	7	little	little	JJ
cord-264958-dbqit3vu	33	8	infrastructure	infrastructure	NN
cord-264958-dbqit3vu	33	9	in	in	IN
cord-264958-dbqit3vu	33	10	place	place	NN
cord-264958-dbqit3vu	33	11	to	to	TO
cord-264958-dbqit3vu	33	12	access	access	VB
cord-264958-dbqit3vu	33	13	reporting	report	VBG
cord-264958-dbqit3vu	33	14	remotely	remotely	RB
cord-264958-dbqit3vu	33	15	,	,	,
cord-264958-dbqit3vu	33	16	participate	participate	VB
cord-264958-dbqit3vu	33	17	in	in	IN
cord-264958-dbqit3vu	33	18	virtual	virtual	JJ
cord-264958-dbqit3vu	33	19	tutorials	tutorial	NNS
cord-264958-dbqit3vu	33	20	or	or	CC
cord-264958-dbqit3vu	33	21	attend	attend	VB
cord-264958-dbqit3vu	33	22	multidisciplinary	multidisciplinary	JJ
cord-264958-dbqit3vu	33	23	meetings	meeting	NNS
cord-264958-dbqit3vu	33	24	(	(	-LRB-
cord-264958-dbqit3vu	33	25	MDMs	MDMs	NNP
cord-264958-dbqit3vu	33	26	)	)	-RRB-
cord-264958-dbqit3vu	33	27	and	and	CC
cord-264958-dbqit3vu	34	1	https://	https://	NNP
cord-264958-dbqit3vu	34	2	doi	doi	NNP
cord-264958-dbqit3vu	34	3	.	.	.
cord-264958-dbqit3vu	34	4	org/	org/	NNP
cord-264958-dbqit3vu	34	5	10	10	CD
cord-264958-dbqit3vu	34	6	.	.	.
cord-264958-dbqit3vu	35	1	1259/	1259/	CD
cord-264958-dbqit3vu	35	2	bjro	bjro	NNS
cord-264958-dbqit3vu	35	3	.	.	.
cord-264958-dbqit3vu	36	1	20200039	20200039	CD
cord-264958-dbqit3vu	37	1	The	the	DT
cord-264958-dbqit3vu	37	2	Coronavirus-19	Coronavirus-19	NNP
cord-264958-dbqit3vu	37	3	(	(	-LRB-
cord-264958-dbqit3vu	37	4	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	37	5	)	)	-RRB-
cord-264958-dbqit3vu	37	6	pandemic	pandemic	NN
cord-264958-dbqit3vu	37	7	has	have	VBZ
cord-264958-dbqit3vu	37	8	been	be	VBN
cord-264958-dbqit3vu	37	9	the	the	DT
cord-264958-dbqit3vu	37	10	greatest	great	JJS
cord-264958-dbqit3vu	37	11	challenge	challenge	NN
cord-264958-dbqit3vu	37	12	faced	face	VBN
cord-264958-dbqit3vu	37	13	by	by	IN
cord-264958-dbqit3vu	37	14	the	the	DT
cord-264958-dbqit3vu	37	15	National	National	NNP
cord-264958-dbqit3vu	37	16	Health	Health	NNP
cord-264958-dbqit3vu	37	17	Service	Service	NNP
cord-264958-dbqit3vu	37	18	(	(	-LRB-
cord-264958-dbqit3vu	37	19	NHS	NHS	NNP
cord-264958-dbqit3vu	37	20	)	)	-RRB-
cord-264958-dbqit3vu	37	21	in	in	IN
cord-264958-dbqit3vu	37	22	its	-PRON-	PRP$
cord-264958-dbqit3vu	37	23	lifetime	lifetime	NN
cord-264958-dbqit3vu	37	24	.	.	.
cord-264958-dbqit3vu	38	1	The	the	DT
cord-264958-dbqit3vu	38	2	crisis	crisis	NN
cord-264958-dbqit3vu	38	3	has	have	VBZ
cord-264958-dbqit3vu	38	4	seen	see	VBN
cord-264958-dbqit3vu	38	5	the	the	DT
cord-264958-dbqit3vu	38	6	disruption	disruption	NN
cord-264958-dbqit3vu	38	7	of	of	IN
cord-264958-dbqit3vu	38	8	many	many	JJ
cord-264958-dbqit3vu	38	9	long	long	RB
cord-264958-dbqit3vu	38	10	-	-	HYPH
cord-264958-dbqit3vu	38	11	held	hold	VBN
cord-264958-dbqit3vu	38	12	institutions	institution	NNS
cord-264958-dbqit3vu	38	13	,	,	,
cord-264958-dbqit3vu	38	14	most	most	RBS
cord-264958-dbqit3vu	38	15	critically	critically	RB
cord-264958-dbqit3vu	38	16	of	of	IN
cord-264958-dbqit3vu	38	17	which	which	WDT
cord-264958-dbqit3vu	38	18	is	be	VBZ
cord-264958-dbqit3vu	38	19	specialty	specialty	NN
cord-264958-dbqit3vu	38	20	training	training	NN
cord-264958-dbqit3vu	38	21	.	.	.
cord-264958-dbqit3vu	39	1	In	in	IN
cord-264958-dbqit3vu	39	2	this	this	DT
cord-264958-dbqit3vu	39	3	article	article	NN
cord-264958-dbqit3vu	39	4	,	,	,
cord-264958-dbqit3vu	39	5	we	-PRON-	PRP
cord-264958-dbqit3vu	39	6	discuss	discuss	VBP
cord-264958-dbqit3vu	39	7	the	the	DT
cord-264958-dbqit3vu	39	8	impact	impact	NN
cord-264958-dbqit3vu	39	9	of	of	IN
cord-264958-dbqit3vu	39	10	the	the	DT
cord-264958-dbqit3vu	39	11	pandemic	pandemic	NN
cord-264958-dbqit3vu	39	12	on	on	IN
cord-264958-dbqit3vu	39	13	Radiology	Radiology	NNP
cord-264958-dbqit3vu	39	14	training	training	NN
cord-264958-dbqit3vu	39	15	in	in	IN
cord-264958-dbqit3vu	39	16	the	the	DT
cord-264958-dbqit3vu	39	17	UK	UK	NNP
cord-264958-dbqit3vu	39	18	.	.	.
cord-264958-dbqit3vu	40	1	We	-PRON-	PRP
cord-264958-dbqit3vu	40	2	explore	explore	VBP
cord-264958-dbqit3vu	40	3	the	the	DT
cord-264958-dbqit3vu	40	4	methods	method	NNS
cord-264958-dbqit3vu	40	5	that	that	WDT
cord-264958-dbqit3vu	40	6	have	have	VBP
cord-264958-dbqit3vu	40	7	been	be	VBN
cord-264958-dbqit3vu	40	8	used	use	VBN
cord-264958-dbqit3vu	40	9	to	to	TO
cord-264958-dbqit3vu	40	10	combat	combat	VB
cord-264958-dbqit3vu	40	11	these	these	DT
cord-264958-dbqit3vu	40	12	difficulties	difficulty	NNS
cord-264958-dbqit3vu	40	13	and	and	CC
cord-264958-dbqit3vu	40	14	suggest	suggest	VBP
cord-264958-dbqit3vu	40	15	workable	workable	JJ
cord-264958-dbqit3vu	40	16	solutions	solution	NNS
cord-264958-dbqit3vu	40	17	.	.	.
cord-264958-dbqit3vu	41	1	As	as	IN
cord-264958-dbqit3vu	41	2	technology	technology	NN
cord-264958-dbqit3vu	41	3	platforms	platform	NNS
cord-264958-dbqit3vu	41	4	become	become	VBP
cord-264958-dbqit3vu	41	5	ever	ever	RB
cord-264958-dbqit3vu	41	6	more	more	RBR
cord-264958-dbqit3vu	41	7	integral	integral	JJ
cord-264958-dbqit3vu	41	8	to	to	IN
cord-264958-dbqit3vu	41	9	our	-PRON-	PRP$
cord-264958-dbqit3vu	41	10	daily	daily	JJ
cord-264958-dbqit3vu	41	11	clinical	clinical	JJ
cord-264958-dbqit3vu	41	12	routines	routine	NNS
cord-264958-dbqit3vu	41	13	,	,	,
cord-264958-dbqit3vu	41	14	we	-PRON-	PRP
cord-264958-dbqit3vu	41	15	discuss	discuss	VBP
cord-264958-dbqit3vu	41	16	how	how	WRB
cord-264958-dbqit3vu	41	17	these	these	DT
cord-264958-dbqit3vu	41	18	offer	offer	VBP
cord-264958-dbqit3vu	41	19	a	a	DT
cord-264958-dbqit3vu	41	20	new	new	JJ
cord-264958-dbqit3vu	41	21	approach	approach	NN
cord-264958-dbqit3vu	41	22	to	to	IN
cord-264958-dbqit3vu	41	23	training	training	NN
cord-264958-dbqit3vu	41	24	.	.	.
cord-264958-dbqit3vu	42	1	We	-PRON-	PRP
cord-264958-dbqit3vu	42	2	argue	argue	VBP
cord-264958-dbqit3vu	42	3	that	that	IN
cord-264958-dbqit3vu	42	4	,	,	,
cord-264958-dbqit3vu	42	5	of	of	IN
cord-264958-dbqit3vu	42	6	all	all	PDT
cord-264958-dbqit3vu	42	7	the	the	DT
cord-264958-dbqit3vu	42	8	medical	medical	JJ
cord-264958-dbqit3vu	42	9	disciplines	discipline	NNS
cord-264958-dbqit3vu	42	10	,	,	,
cord-264958-dbqit3vu	42	11	radiologists	radiologist	NNS
cord-264958-dbqit3vu	42	12	are	be	VBP
cord-264958-dbqit3vu	42	13	best	well	RBS
cord-264958-dbqit3vu	42	14	placed	place	VBN
cord-264958-dbqit3vu	42	15	to	to	TO
cord-264958-dbqit3vu	42	16	design	design	VB
cord-264958-dbqit3vu	42	17	and	and	CC
cord-264958-dbqit3vu	42	18	implement	implement	VB
cord-264958-dbqit3vu	42	19	technology	technology	NN
cord-264958-dbqit3vu	42	20	-	-	HYPH
cord-264958-dbqit3vu	42	21	based	base	VBN
cord-264958-dbqit3vu	42	22	training	training	NN
cord-264958-dbqit3vu	42	23	,	,	,
cord-264958-dbqit3vu	42	24	and	and	CC
cord-264958-dbqit3vu	42	25	lead	lead	VB
cord-264958-dbqit3vu	42	26	other	other	JJ
cord-264958-dbqit3vu	42	27	specialties	specialty	NNS
cord-264958-dbqit3vu	42	28	in	in	IN
cord-264958-dbqit3vu	42	29	doing	do	VBG
cord-264958-dbqit3vu	42	30	so	so	RB
cord-264958-dbqit3vu	42	31	.	.	.
cord-264958-dbqit3vu	43	1	Whilst	whilst	IN
cord-264958-dbqit3vu	43	2	the	the	DT
cord-264958-dbqit3vu	43	3	upheaval	upheaval	NN
cord-264958-dbqit3vu	43	4	of	of	IN
cord-264958-dbqit3vu	43	5	traditional	traditional	JJ
cord-264958-dbqit3vu	43	6	approaches	approach	NNS
cord-264958-dbqit3vu	43	7	to	to	IN
cord-264958-dbqit3vu	43	8	education	education	NN
cord-264958-dbqit3vu	43	9	is	be	VBZ
cord-264958-dbqit3vu	43	10	a	a	DT
cord-264958-dbqit3vu	43	11	challenge	challenge	NN
cord-264958-dbqit3vu	43	12	,	,	,
cord-264958-dbqit3vu	43	13	we	-PRON-	PRP
cord-264958-dbqit3vu	43	14	propose	propose	VBP
cord-264958-dbqit3vu	43	15	that	that	IN
cord-264958-dbqit3vu	43	16	this	this	DT
cord-264958-dbqit3vu	43	17	departure	departure	NN
cord-264958-dbqit3vu	43	18	from	from	IN
cord-264958-dbqit3vu	43	19	the	the	DT
cord-264958-dbqit3vu	43	20	norm	norm	NN
cord-264958-dbqit3vu	43	21	offers	offer	VBZ
cord-264958-dbqit3vu	43	22	exciting	exciting	JJ
cord-264958-dbqit3vu	43	23	opportunities	opportunity	NNS
cord-264958-dbqit3vu	43	24	for	for	IN
cord-264958-dbqit3vu	43	25	improvement	improvement	NN
cord-264958-dbqit3vu	43	26	.	.	.
cord-264958-dbqit3vu	44	1	hence	hence	RB
cord-264958-dbqit3vu	44	2	this	this	DT
cord-264958-dbqit3vu	44	3	cohort	cohort	NN
cord-264958-dbqit3vu	44	4	of	of	IN
cord-264958-dbqit3vu	44	5	trainees	trainee	NNS
cord-264958-dbqit3vu	44	6	were	be	VBD
cord-264958-dbqit3vu	44	7	completely	completely	RB
cord-264958-dbqit3vu	44	8	without	without	IN
cord-264958-dbqit3vu	44	9	any	any	DT
cord-264958-dbqit3vu	44	10	realtime	realtime	JJ
cord-264958-dbqit3vu	44	11	interaction	interaction	NN
cord-264958-dbqit3vu	44	12	with	with	IN
cord-264958-dbqit3vu	44	13	the	the	DT
cord-264958-dbqit3vu	44	14	specialty	specialty	NN
cord-264958-dbqit3vu	44	15	.	.	.
cord-264958-dbqit3vu	45	1	Phase	phase	NN
cord-264958-dbqit3vu	45	2	II	ii	CD
cord-264958-dbqit3vu	45	3	:	:	:
cord-264958-dbqit3vu	46	1	Early	early	JJ
cord-264958-dbqit3vu	46	2	recovery	recovery	NN
cord-264958-dbqit3vu	47	1	Several	several	JJ
cord-264958-dbqit3vu	47	2	months	month	NNS
cord-264958-dbqit3vu	47	3	on	on	IN
cord-264958-dbqit3vu	47	4	from	from	IN
cord-264958-dbqit3vu	47	5	the	the	DT
cord-264958-dbqit3vu	47	6	initial	initial	JJ
cord-264958-dbqit3vu	47	7	lockdown	lockdown	NN
cord-264958-dbqit3vu	47	8	,	,	,
cord-264958-dbqit3vu	47	9	we	-PRON-	PRP
cord-264958-dbqit3vu	47	10	are	be	VBP
cord-264958-dbqit3vu	47	11	now	now	RB
cord-264958-dbqit3vu	47	12	in	in	IN
cord-264958-dbqit3vu	47	13	the	the	DT
cord-264958-dbqit3vu	47	14	Early	Early	NNP
cord-264958-dbqit3vu	47	15	Recovery	Recovery	NNP
cord-264958-dbqit3vu	47	16	phase	phase	NN
cord-264958-dbqit3vu	47	17	,	,	,
cord-264958-dbqit3vu	47	18	grappling	grapple	VBG
cord-264958-dbqit3vu	47	19	with	with	IN
cord-264958-dbqit3vu	47	20	the	the	DT
cord-264958-dbqit3vu	47	21	consequences	consequence	NNS
cord-264958-dbqit3vu	47	22	of	of	IN
cord-264958-dbqit3vu	47	23	the	the	DT
cord-264958-dbqit3vu	47	24	Initial	Initial	NNP
cord-264958-dbqit3vu	47	25	Phase	Phase	NNP
cord-264958-dbqit3vu	47	26	and	and	CC
cord-264958-dbqit3vu	47	27	its	-PRON-	PRP$
cord-264958-dbqit3vu	47	28	impact	impact	NN
cord-264958-dbqit3vu	47	29	on	on	IN
cord-264958-dbqit3vu	47	30	training	training	NN
cord-264958-dbqit3vu	47	31	.	.	.
cord-264958-dbqit3vu	48	1	Social	social	JJ
cord-264958-dbqit3vu	48	2	distancing	distance	VBG
cord-264958-dbqit3vu	48	3	measures	measure	NNS
cord-264958-dbqit3vu	48	4	and	and	CC
cord-264958-dbqit3vu	48	5	a	a	DT
cord-264958-dbqit3vu	48	6	displaced	displace	VBN
cord-264958-dbqit3vu	48	7	workforce	workforce	NN
cord-264958-dbqit3vu	48	8	have	have	VBP
cord-264958-dbqit3vu	48	9	meant	mean	VBN
cord-264958-dbqit3vu	48	10	that	that	IN
cord-264958-dbqit3vu	48	11	face	face	NN
cord-264958-dbqit3vu	48	12	-	-	HYPH
cord-264958-dbqit3vu	48	13	toface	toface	NN
cord-264958-dbqit3vu	48	14	teaching	teaching	NN
cord-264958-dbqit3vu	48	15	,	,	,
cord-264958-dbqit3vu	48	16	both	both	DT
cord-264958-dbqit3vu	48	17	in	in	IN
cord-264958-dbqit3vu	48	18	formalised	formalise	VBN
cord-264958-dbqit3vu	48	19	tutorials	tutorial	NNS
cord-264958-dbqit3vu	48	20	and	and	CC
cord-264958-dbqit3vu	48	21	during	during	IN
cord-264958-dbqit3vu	48	22	chance	chance	NN
cord-264958-dbqit3vu	48	23	work	work	NN
cord-264958-dbqit3vu	48	24	-	-	HYPH
cord-264958-dbqit3vu	48	25	place	place	NN
cord-264958-dbqit3vu	48	26	encounters	encounter	NNS
cord-264958-dbqit3vu	48	27	,	,	,
cord-264958-dbqit3vu	48	28	have	have	VBP
cord-264958-dbqit3vu	48	29	near	near	RB
cord-264958-dbqit3vu	48	30	-	-	HYPH
cord-264958-dbqit3vu	48	31	vanished	vanish	VBN
cord-264958-dbqit3vu	48	32	.	.	.
cord-264958-dbqit3vu	49	1	This	this	DT
cord-264958-dbqit3vu	49	2	has	have	VBZ
cord-264958-dbqit3vu	49	3	led	lead	VBN
cord-264958-dbqit3vu	49	4	to	to	IN
cord-264958-dbqit3vu	49	5	a	a	DT
cord-264958-dbqit3vu	49	6	loss	loss	NN
cord-264958-dbqit3vu	49	7	of	of	IN
cord-264958-dbqit3vu	49	8	real	real	JJ
cord-264958-dbqit3vu	49	9	-	-	HYPH
cord-264958-dbqit3vu	49	10	time	time	NN
cord-264958-dbqit3vu	49	11	feedback	feedback	NN
cord-264958-dbqit3vu	49	12	and	and	CC
cord-264958-dbqit3vu	49	13	limited	limit	VBD
cord-264958-dbqit3vu	49	14	the	the	DT
cord-264958-dbqit3vu	49	15	fostering	fostering	NN
cord-264958-dbqit3vu	49	16	of	of	IN
cord-264958-dbqit3vu	49	17	the	the	DT
cord-264958-dbqit3vu	49	18	traineetrainer	traineetrainer	NNP
cord-264958-dbqit3vu	49	19	relationship	relationship	NN
cord-264958-dbqit3vu	49	20	,	,	,
cord-264958-dbqit3vu	49	21	both	both	DT
cord-264958-dbqit3vu	49	22	of	of	IN
cord-264958-dbqit3vu	49	23	which	which	WDT
cord-264958-dbqit3vu	49	24	are	be	VBP
cord-264958-dbqit3vu	49	25	crucial	crucial	JJ
cord-264958-dbqit3vu	49	26	to	to	TO
cord-264958-dbqit3vu	49	27	trainee	trainee	VB
cord-264958-dbqit3vu	49	28	development	development	NN
cord-264958-dbqit3vu	49	29	and	and	CC
cord-264958-dbqit3vu	49	30	their	-PRON-	PRP$
cord-264958-dbqit3vu	49	31	academic	academic	JJ
cord-264958-dbqit3vu	49	32	support	support	NN
cord-264958-dbqit3vu	49	33	.	.	.
cord-264958-dbqit3vu	50	1	3	3	CD
cord-264958-dbqit3vu	50	2	Service	service	NN
cord-264958-dbqit3vu	50	3	demands	demand	NNS
cord-264958-dbqit3vu	50	4	,	,	,
cord-264958-dbqit3vu	50	5	in	in	IN
cord-264958-dbqit3vu	50	6	the	the	DT
cord-264958-dbqit3vu	50	7	wake	wake	NN
cord-264958-dbqit3vu	50	8	of	of	IN
cord-264958-dbqit3vu	50	9	the	the	DT
cord-264958-dbqit3vu	50	10	Initial	Initial	NNP
cord-264958-dbqit3vu	50	11	Phase	Phase	NNP
cord-264958-dbqit3vu	50	12	,	,	,
cord-264958-dbqit3vu	50	13	have	have	VBP
cord-264958-dbqit3vu	50	14	changed	change	VBN
cord-264958-dbqit3vu	50	15	the	the	DT
cord-264958-dbqit3vu	50	16	volume	volume	NN
cord-264958-dbqit3vu	50	17	and	and	CC
cord-264958-dbqit3vu	50	18	nature	nature	NN
cord-264958-dbqit3vu	50	19	of	of	IN
cord-264958-dbqit3vu	50	20	work	work	NN
cord-264958-dbqit3vu	50	21	.	.	.
cord-264958-dbqit3vu	51	1	As	as	IN
cord-264958-dbqit3vu	51	2	more	more	JJR
cord-264958-dbqit3vu	51	3	routine	routine	JJ
cord-264958-dbqit3vu	51	4	services	service	NNS
cord-264958-dbqit3vu	51	5	are	be	VBP
cord-264958-dbqit3vu	51	6	reintroduced	reintroduce	VBN
cord-264958-dbqit3vu	51	7	,	,	,
cord-264958-dbqit3vu	51	8	and	and	CC
cord-264958-dbqit3vu	51	9	the	the	DT
cord-264958-dbqit3vu	51	10	backlog	backlog	NN
cord-264958-dbqit3vu	51	11	is	be	VBZ
cord-264958-dbqit3vu	51	12	surmounted	surmount	VBN
cord-264958-dbqit3vu	51	13	,	,	,
cord-264958-dbqit3vu	51	14	shift	shift	NN
cord-264958-dbqit3vu	51	15	patterns	pattern	NNS
cord-264958-dbqit3vu	51	16	have	have	VBP
cord-264958-dbqit3vu	51	17	been	be	VBN
cord-264958-dbqit3vu	51	18	adjusted	adjust	VBN
cord-264958-dbqit3vu	51	19	to	to	TO
cord-264958-dbqit3vu	51	20	allow	allow	VB
cord-264958-dbqit3vu	51	21	for	for	IN
cord-264958-dbqit3vu	51	22	extra	extra	JJ
cord-264958-dbqit3vu	51	23	out	out	IN
cord-264958-dbqit3vu	51	24	of	of	IN
cord-264958-dbqit3vu	51	25	hours	hour	NNS
cord-264958-dbqit3vu	51	26	lists	list	NNS
cord-264958-dbqit3vu	51	27	to	to	TO
cord-264958-dbqit3vu	51	28	be	be	VB
cord-264958-dbqit3vu	51	29	implemented	implement	VBN
cord-264958-dbqit3vu	51	30	.	.	.
cord-264958-dbqit3vu	52	1	This	this	DT
cord-264958-dbqit3vu	52	2	has	have	VBZ
cord-264958-dbqit3vu	52	3	meant	mean	VBN
cord-264958-dbqit3vu	52	4	that	that	IN
cord-264958-dbqit3vu	52	5	trainees	trainee	NNS
cord-264958-dbqit3vu	52	6	spend	spend	VBP
cord-264958-dbqit3vu	52	7	more	more	JJR
cord-264958-dbqit3vu	52	8	time	time	NN
cord-264958-dbqit3vu	52	9	providing	provide	VBG
cord-264958-dbqit3vu	52	10	acute	acute	JJ
cord-264958-dbqit3vu	52	11	services	service	NNS
cord-264958-dbqit3vu	52	12	,	,	,
cord-264958-dbqit3vu	52	13	limiting	limit	VBG
cord-264958-dbqit3vu	52	14	supervised	supervised	JJ
cord-264958-dbqit3vu	52	15	training	training	NN
cord-264958-dbqit3vu	52	16	sessions	session	NNS
cord-264958-dbqit3vu	52	17	.	.	.
cord-264958-dbqit3vu	53	1	As	as	IN
cord-264958-dbqit3vu	53	2	we	-PRON-	PRP
cord-264958-dbqit3vu	53	3	look	look	VBP
cord-264958-dbqit3vu	53	4	ahead	ahead	RB
cord-264958-dbqit3vu	53	5	to	to	IN
cord-264958-dbqit3vu	53	6	the	the	DT
cord-264958-dbqit3vu	53	7	next	next	JJ
cord-264958-dbqit3vu	53	8	phase	phase	NN
cord-264958-dbqit3vu	53	9	,	,	,
cord-264958-dbqit3vu	53	10	Future	Future	NNP
cord-264958-dbqit3vu	53	11	Recovery	Recovery	NNP
cord-264958-dbqit3vu	53	12	,	,	,
cord-264958-dbqit3vu	53	13	we	-PRON-	PRP
cord-264958-dbqit3vu	53	14	consider	consider	VBP
cord-264958-dbqit3vu	53	15	this	this	DT
cord-264958-dbqit3vu	53	16	disruption	disruption	NN
cord-264958-dbqit3vu	53	17	to	to	IN
cord-264958-dbqit3vu	53	18	training	training	NN
cord-264958-dbqit3vu	53	19	and	and	CC
cord-264958-dbqit3vu	54	1	what	what	WDT
cord-264958-dbqit3vu	54	2	impact	impact	NN
cord-264958-dbqit3vu	54	3	it	-PRON-	PRP
cord-264958-dbqit3vu	54	4	will	will	MD
cord-264958-dbqit3vu	54	5	have	have	VB
cord-264958-dbqit3vu	54	6	on	on	IN
cord-264958-dbqit3vu	54	7	the	the	DT
cord-264958-dbqit3vu	54	8	workforce	workforce	NN
cord-264958-dbqit3vu	54	9	.	.	.
cord-264958-dbqit3vu	55	1	There	there	EX
cord-264958-dbqit3vu	55	2	is	be	VBZ
cord-264958-dbqit3vu	55	3	not	not	RB
cord-264958-dbqit3vu	55	4	a	a	DT
cord-264958-dbqit3vu	55	5	clear	clear	JJ
cord-264958-dbqit3vu	55	6	solution	solution	NN
cord-264958-dbqit3vu	55	7	as	as	IN
cord-264958-dbqit3vu	55	8	to	to	IN
cord-264958-dbqit3vu	55	9	how	how	WRB
cord-264958-dbqit3vu	55	10	to	to	TO
cord-264958-dbqit3vu	55	11	reclaim	reclaim	VB
cord-264958-dbqit3vu	55	12	lost	lose	VBN
cord-264958-dbqit3vu	55	13	training	training	NN
cord-264958-dbqit3vu	55	14	time	time	NN
cord-264958-dbqit3vu	55	15	without	without	IN
cord-264958-dbqit3vu	55	16	extending	extend	VBG
cord-264958-dbqit3vu	55	17	length	length	NN
cord-264958-dbqit3vu	55	18	of	of	IN
cord-264958-dbqit3vu	55	19	training	training	NN
cord-264958-dbqit3vu	55	20	.	.	.
cord-264958-dbqit3vu	56	1	This	this	DT
cord-264958-dbqit3vu	56	2	is	be	VBZ
cord-264958-dbqit3vu	56	3	particularly	particularly	RB
cord-264958-dbqit3vu	56	4	challenging	challenging	JJ
cord-264958-dbqit3vu	56	5	for	for	IN
cord-264958-dbqit3vu	56	6	those	those	DT
cord-264958-dbqit3vu	56	7	senior	senior	JJ
cord-264958-dbqit3vu	56	8	trainees	trainee	NNS
cord-264958-dbqit3vu	56	9	approaching	approach	VBG
cord-264958-dbqit3vu	56	10	their	-PRON-	PRP$
cord-264958-dbqit3vu	56	11	Completion	Completion	NNP
cord-264958-dbqit3vu	56	12	of	of	IN
cord-264958-dbqit3vu	56	13	Certificate	Certificate	NNP
cord-264958-dbqit3vu	56	14	of	of	IN
cord-264958-dbqit3vu	56	15	Training	Training	NNP
cord-264958-dbqit3vu	56	16	(	(	-LRB-
cord-264958-dbqit3vu	56	17	CCT	CCT	NNP
cord-264958-dbqit3vu	56	18	)	)	-RRB-
cord-264958-dbqit3vu	56	19	and	and	CC
cord-264958-dbqit3vu	56	20	those	those	DT
cord-264958-dbqit3vu	56	21	who	who	WP
cord-264958-dbqit3vu	56	22	have	have	VBP
cord-264958-dbqit3vu	56	23	been	be	VBN
cord-264958-dbqit3vu	56	24	unable	unable	JJ
cord-264958-dbqit3vu	56	25	to	to	TO
cord-264958-dbqit3vu	56	26	progress	progress	VB
cord-264958-dbqit3vu	56	27	due	due	IN
cord-264958-dbqit3vu	56	28	to	to	IN
cord-264958-dbqit3vu	56	29	delayed	delay	VBN
cord-264958-dbqit3vu	56	30	FRCR	FRCR	NNP
cord-264958-dbqit3vu	56	31	Exams	exam	NNS
cord-264958-dbqit3vu	56	32	.	.	.
cord-264958-dbqit3vu	57	1	According	accord	VBG
cord-264958-dbqit3vu	57	2	to	to	IN
cord-264958-dbqit3vu	57	3	the	the	DT
cord-264958-dbqit3vu	57	4	2019	2019	CD
cord-264958-dbqit3vu	57	5	Clinical	Clinical	NNP
cord-264958-dbqit3vu	57	6	Radiology	Radiology	NNP
cord-264958-dbqit3vu	57	7	UK	UK	NNP
cord-264958-dbqit3vu	57	8	workforce	workforce	NN
cord-264958-dbqit3vu	57	9	census	census	NN
cord-264958-dbqit3vu	57	10	,	,	,
cord-264958-dbqit3vu	57	11	there	there	EX
cord-264958-dbqit3vu	57	12	are	be	VBP
cord-264958-dbqit3vu	57	13	a	a	DT
cord-264958-dbqit3vu	57	14	total	total	NN
cord-264958-dbqit3vu	57	15	of	of	IN
cord-264958-dbqit3vu	57	16	1,636	1,636	CD
cord-264958-dbqit3vu	57	17	specialty	specialty	NN
cord-264958-dbqit3vu	57	18	trainees	trainee	NNS
cord-264958-dbqit3vu	57	19	.	.	.
cord-264958-dbqit3vu	58	1	Pre	pre	JJ
cord-264958-dbqit3vu	58	2	-	-	JJ
cord-264958-dbqit3vu	58	3	COVID	COVID	NNP
cord-264958-dbqit3vu	58	4	,	,	,
cord-264958-dbqit3vu	58	5	we	-PRON-	PRP
cord-264958-dbqit3vu	58	6	were	be	VBD
cord-264958-dbqit3vu	58	7	understaffed	understaffed	JJ
cord-264958-dbqit3vu	58	8	by	by	IN
cord-264958-dbqit3vu	58	9	1,876	1,876	CD
cord-264958-dbqit3vu	58	10	radiologists	radiologist	NNS
cord-264958-dbqit3vu	58	11	(	(	-LRB-
cord-264958-dbqit3vu	58	12	33	33	CD
cord-264958-dbqit3vu	58	13	%	%	NN
cord-264958-dbqit3vu	58	14	of	of	IN
cord-264958-dbqit3vu	58	15	the	the	DT
cord-264958-dbqit3vu	58	16	workforce	workforce	NN
cord-264958-dbqit3vu	58	17	needed	need	VBD
cord-264958-dbqit3vu	58	18	)	)	-RRB-
cord-264958-dbqit3vu	58	19	,	,	,
cord-264958-dbqit3vu	58	20	which	which	WDT
cord-264958-dbqit3vu	58	21	was	be	VBD
cord-264958-dbqit3vu	58	22	due	due	JJ
cord-264958-dbqit3vu	58	23	to	to	TO
cord-264958-dbqit3vu	58	24	rise	rise	VB
cord-264958-dbqit3vu	58	25	to	to	IN
cord-264958-dbqit3vu	58	26	3,331	3,331	CD
cord-264958-dbqit3vu	58	27	(	(	-LRB-
cord-264958-dbqit3vu	58	28	43	43	CD
cord-264958-dbqit3vu	58	29	%	%	NN
cord-264958-dbqit3vu	58	30	)	)	-RRB-
cord-264958-dbqit3vu	58	31	by	by	IN
cord-264958-dbqit3vu	58	32	2024	2024	CD
cord-264958-dbqit3vu	58	33	.	.	.
cord-264958-dbqit3vu	59	1	4	4	LS
cord-264958-dbqit3vu	60	1	The	the	DT
cord-264958-dbqit3vu	60	2	RCR	RCR	NNP
cord-264958-dbqit3vu	60	3	has	have	VBZ
cord-264958-dbqit3vu	60	4	stated	state	VBN
cord-264958-dbqit3vu	60	5	that	that	IN
cord-264958-dbqit3vu	60	6	it	-PRON-	PRP
cord-264958-dbqit3vu	60	7	is	be	VBZ
cord-264958-dbqit3vu	60	8	working	work	VBG
cord-264958-dbqit3vu	60	9	with	with	IN
cord-264958-dbqit3vu	60	10	the	the	DT
cord-264958-dbqit3vu	60	11	GMC	GMC	NNP
cord-264958-dbqit3vu	60	12	,	,	,
cord-264958-dbqit3vu	60	13	national	national	JJ
cord-264958-dbqit3vu	60	14	training	training	NN
cord-264958-dbqit3vu	60	15	organisation	organisation	NN
cord-264958-dbqit3vu	60	16	and	and	CC
cord-264958-dbqit3vu	60	17	heads	head	NNS
cord-264958-dbqit3vu	60	18	of	of	IN
cord-264958-dbqit3vu	60	19	schools	school	NNS
cord-264958-dbqit3vu	60	20	to	to	TO
cord-264958-dbqit3vu	60	21	minimise	minimise	VB
cord-264958-dbqit3vu	60	22	disruption	disruption	NN
cord-264958-dbqit3vu	60	23	to	to	TO
cord-264958-dbqit3vu	60	24	trainee	trainee	NN
cord-264958-dbqit3vu	60	25	progression	progression	NN
cord-264958-dbqit3vu	60	26	,	,	,
cord-264958-dbqit3vu	60	27	5	5	CD
cord-264958-dbqit3vu	60	28	although	although	IN
cord-264958-dbqit3vu	60	29	there	there	EX
cord-264958-dbqit3vu	60	30	is	be	VBZ
cord-264958-dbqit3vu	60	31	no	no	DT
cord-264958-dbqit3vu	60	32	doubt	doubt	NN
cord-264958-dbqit3vu	60	33	that	that	IN
cord-264958-dbqit3vu	60	34	an	an	DT
cord-264958-dbqit3vu	60	35	already	already	RB
cord-264958-dbqit3vu	60	36	stretched	stretch	VBN
cord-264958-dbqit3vu	60	37	workforce	workforce	NN
cord-264958-dbqit3vu	60	38	is	be	VBZ
cord-264958-dbqit3vu	60	39	about	about	JJ
cord-264958-dbqit3vu	60	40	to	to	TO
cord-264958-dbqit3vu	60	41	be	be	VB
cord-264958-dbqit3vu	60	42	stretched	stretch	VBN
cord-264958-dbqit3vu	60	43	further	further	RB
cord-264958-dbqit3vu	60	44	.	.	.
cord-264958-dbqit3vu	61	1	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	61	2	has	have	VBZ
cord-264958-dbqit3vu	61	3	thrown	throw	VBN
cord-264958-dbqit3vu	61	4	many	many	JJ
cord-264958-dbqit3vu	61	5	aspects	aspect	NNS
cord-264958-dbqit3vu	61	6	of	of	IN
cord-264958-dbqit3vu	61	7	training	training	NN
cord-264958-dbqit3vu	61	8	into	into	IN
cord-264958-dbqit3vu	61	9	question	question	NN
cord-264958-dbqit3vu	61	10	,	,	,
cord-264958-dbqit3vu	61	11	and	and	CC
cord-264958-dbqit3vu	61	12	as	as	IN
cord-264958-dbqit3vu	61	13	yet	yet	RB
cord-264958-dbqit3vu	61	14	there	there	EX
cord-264958-dbqit3vu	61	15	feels	feel	VBZ
cord-264958-dbqit3vu	61	16	to	to	TO
cord-264958-dbqit3vu	61	17	be	be	VB
cord-264958-dbqit3vu	61	18	very	very	RB
cord-264958-dbqit3vu	61	19	little	little	JJ
cord-264958-dbqit3vu	61	20	in	in	IN
cord-264958-dbqit3vu	61	21	the	the	DT
cord-264958-dbqit3vu	61	22	way	way	NN
cord-264958-dbqit3vu	61	23	of	of	IN
cord-264958-dbqit3vu	61	24	answers	answer	NNS
cord-264958-dbqit3vu	61	25	.	.	.
cord-264958-dbqit3vu	62	1	Whilst	whilst	IN
cord-264958-dbqit3vu	62	2	this	this	DT
cord-264958-dbqit3vu	62	3	is	be	VBZ
cord-264958-dbqit3vu	62	4	unsettling	unsettling	JJ
cord-264958-dbqit3vu	62	5	,	,	,
cord-264958-dbqit3vu	62	6	it	-PRON-	PRP
cord-264958-dbqit3vu	62	7	should	should	MD
cord-264958-dbqit3vu	62	8	be	be	VB
cord-264958-dbqit3vu	62	9	seen	see	VBN
cord-264958-dbqit3vu	62	10	as	as	IN
cord-264958-dbqit3vu	62	11	an	an	DT
cord-264958-dbqit3vu	62	12	opportunity	opportunity	NN
cord-264958-dbqit3vu	62	13	for	for	IN
cord-264958-dbqit3vu	62	14	improvement	improvement	NN
cord-264958-dbqit3vu	62	15	.	.	.
cord-264958-dbqit3vu	63	1	Traditionally	traditionally	RB
cord-264958-dbqit3vu	63	2	,	,	,
cord-264958-dbqit3vu	63	3	Radiology	Radiology	NNP
cord-264958-dbqit3vu	63	4	training	training	NN
cord-264958-dbqit3vu	63	5	has	have	VBZ
cord-264958-dbqit3vu	63	6	been	be	VBN
cord-264958-dbqit3vu	63	7	delivered	deliver	VBN
cord-264958-dbqit3vu	63	8	through	through	IN
cord-264958-dbqit3vu	63	9	case	case	NN
cord-264958-dbqit3vu	63	10	-	-	HYPH
cord-264958-dbqit3vu	63	11	based	base	VBN
cord-264958-dbqit3vu	63	12	teaching	teaching	NN
cord-264958-dbqit3vu	63	13	,	,	,
cord-264958-dbqit3vu	63	14	through	through	IN
cord-264958-dbqit3vu	63	15	reporting	reporting	NN
cord-264958-dbqit3vu	63	16	sessions	session	NNS
cord-264958-dbqit3vu	63	17	and	and	CC
cord-264958-dbqit3vu	63	18	didactic	didactic	JJ
cord-264958-dbqit3vu	63	19	lectures	lecture	NNS
cord-264958-dbqit3vu	63	20	.	.	.
cord-264958-dbqit3vu	64	1	6	6	CD
cord-264958-dbqit3vu	64	2	,	,	,
cord-264958-dbqit3vu	64	3	7	7	CD
cord-264958-dbqit3vu	65	1	The	the	DT
cord-264958-dbqit3vu	65	2	pandemic	pandemic	NN
cord-264958-dbqit3vu	65	3	has	have	VBZ
cord-264958-dbqit3vu	65	4	initiated	initiate	VBN
cord-264958-dbqit3vu	65	5	a	a	DT
cord-264958-dbqit3vu	65	6	paradigm	paradigm	NN
cord-264958-dbqit3vu	65	7	shift	shift	NN
cord-264958-dbqit3vu	65	8	away	away	RB
cord-264958-dbqit3vu	65	9	from	from	IN
cord-264958-dbqit3vu	65	10	the	the	DT
cord-264958-dbqit3vu	65	11	classroom	classroom	NN
cord-264958-dbqit3vu	65	12	and	and	CC
cord-264958-dbqit3vu	65	13	towards	towards	IN
cord-264958-dbqit3vu	65	14	a	a	DT
cord-264958-dbqit3vu	65	15	digital	digital	NN
cord-264958-dbqit3vu	65	16	,	,	,
cord-264958-dbqit3vu	65	17	remotely	remotely	RB
cord-264958-dbqit3vu	65	18	accessible	accessible	JJ
cord-264958-dbqit3vu	65	19	learning	learning	NN
cord-264958-dbqit3vu	65	20	environment	environment	NN
cord-264958-dbqit3vu	65	21	.	.	.
cord-264958-dbqit3vu	66	1	Radiology	radiology	NN
cord-264958-dbqit3vu	66	2	,	,	,
cord-264958-dbqit3vu	66	3	of	of	IN
cord-264958-dbqit3vu	66	4	all	all	PDT
cord-264958-dbqit3vu	66	5	the	the	DT
cord-264958-dbqit3vu	66	6	medical	medical	JJ
cord-264958-dbqit3vu	66	7	disciplines	discipline	NNS
cord-264958-dbqit3vu	66	8	,	,	,
cord-264958-dbqit3vu	66	9	is	be	VBZ
cord-264958-dbqit3vu	66	10	best	well	RBS
cord-264958-dbqit3vu	66	11	placed	place	VBN
cord-264958-dbqit3vu	66	12	to	to	TO
cord-264958-dbqit3vu	66	13	welcome	welcome	VB
cord-264958-dbqit3vu	66	14	and	and	CC
cord-264958-dbqit3vu	66	15	drive	drive	VB
cord-264958-dbqit3vu	66	16	such	such	PDT
cord-264958-dbqit3vu	66	17	a	a	DT
cord-264958-dbqit3vu	66	18	shift	shift	NN
cord-264958-dbqit3vu	66	19	.	.	.
cord-264958-dbqit3vu	67	1	Radiology	radiology	NN
cord-264958-dbqit3vu	67	2	practice	practice	NN
cord-264958-dbqit3vu	67	3	is	be	VBZ
cord-264958-dbqit3vu	67	4	already	already	RB
cord-264958-dbqit3vu	67	5	technology	technology	NN
cord-264958-dbqit3vu	67	6	-	-	HYPH
cord-264958-dbqit3vu	67	7	centric	centric	NN
cord-264958-dbqit3vu	67	8	,	,	,
cord-264958-dbqit3vu	67	9	our	-PRON-	PRP$
cord-264958-dbqit3vu	67	10	patients	patient	NNS
cord-264958-dbqit3vu	67	11	are	be	VBP
cord-264958-dbqit3vu	67	12	mostly	mostly	RB
cord-264958-dbqit3vu	67	13	encountered	encounter	VBN
cord-264958-dbqit3vu	67	14	on	on	IN
cord-264958-dbqit3vu	67	15	a	a	DT
cord-264958-dbqit3vu	67	16	computer	computer	NN
cord-264958-dbqit3vu	67	17	screen	screen	NN
cord-264958-dbqit3vu	67	18	and	and	CC
cord-264958-dbqit3vu	67	19	the	the	DT
cord-264958-dbqit3vu	67	20	archives	archive	NNS
cord-264958-dbqit3vu	67	21	of	of	IN
cord-264958-dbqit3vu	67	22	our	-PRON-	PRP$
cord-264958-dbqit3vu	67	23	work	work	NN
cord-264958-dbqit3vu	67	24	are	be	VBP
cord-264958-dbqit3vu	67	25	stored	store	VBN
cord-264958-dbqit3vu	67	26	as	as	IN
cord-264958-dbqit3vu	67	27	an	an	DT
cord-264958-dbqit3vu	67	28	electronic	electronic	JJ
cord-264958-dbqit3vu	67	29	resource	resource	NN
cord-264958-dbqit3vu	67	30	.	.	.
cord-264958-dbqit3vu	68	1	We	-PRON-	PRP
cord-264958-dbqit3vu	68	2	are	be	VBP
cord-264958-dbqit3vu	68	3	extremely	extremely	RB
cord-264958-dbqit3vu	68	4	well	well	RB
cord-264958-dbqit3vu	68	5	-	-	HYPH
cord-264958-dbqit3vu	68	6	suited	suit	VBN
cord-264958-dbqit3vu	68	7	to	to	IN
cord-264958-dbqit3vu	68	8	shifting	shift	VBG
cord-264958-dbqit3vu	68	9	classroom	classroom	NN
cord-264958-dbqit3vu	68	10	,	,	,
cord-264958-dbqit3vu	68	11	case	case	NN
cord-264958-dbqit3vu	68	12	-	-	HYPH
cord-264958-dbqit3vu	68	13	based	base	VBN
cord-264958-dbqit3vu	68	14	approaches	approach	NNS
cord-264958-dbqit3vu	68	15	to	to	IN
cord-264958-dbqit3vu	68	16	an	an	DT
cord-264958-dbqit3vu	68	17	entirely	entirely	RB
cord-264958-dbqit3vu	68	18	digital	digital	JJ
cord-264958-dbqit3vu	68	19	process	process	NN
cord-264958-dbqit3vu	68	20	.	.	.
cord-264958-dbqit3vu	69	1	Moreover	moreover	RB
cord-264958-dbqit3vu	69	2	,	,	,
cord-264958-dbqit3vu	69	3	we	-PRON-	PRP
cord-264958-dbqit3vu	69	4	would	would	MD
cord-264958-dbqit3vu	69	5	be	be	VB
cord-264958-dbqit3vu	69	6	suited	suit	VBN
cord-264958-dbqit3vu	69	7	to	to	IN
cord-264958-dbqit3vu	69	8	taking	take	VBG
cord-264958-dbqit3vu	69	9	a	a	DT
cord-264958-dbqit3vu	69	10	leadership	leadership	NN
cord-264958-dbqit3vu	69	11	role	role	NN
cord-264958-dbqit3vu	69	12	in	in	IN
cord-264958-dbqit3vu	69	13	setting	set	VBG
cord-264958-dbqit3vu	69	14	up	up	RP
cord-264958-dbqit3vu	69	15	and	and	CC
cord-264958-dbqit3vu	69	16	implementing	implement	VBG
cord-264958-dbqit3vu	69	17	these	these	DT
cord-264958-dbqit3vu	69	18	systems	system	NNS
cord-264958-dbqit3vu	69	19	for	for	IN
cord-264958-dbqit3vu	69	20	our	-PRON-	PRP$
cord-264958-dbqit3vu	69	21	clinical	clinical	JJ
cord-264958-dbqit3vu	69	22	colleagues	colleague	NNS
cord-264958-dbqit3vu	69	23	.	.	.
cord-264958-dbqit3vu	70	1	Whilst	whilst	IN
cord-264958-dbqit3vu	70	2	unable	unable	JJ
cord-264958-dbqit3vu	70	3	to	to	TO
cord-264958-dbqit3vu	70	4	offer	offer	VB
cord-264958-dbqit3vu	70	5	a	a	DT
cord-264958-dbqit3vu	70	6	simple	simple	JJ
cord-264958-dbqit3vu	70	7	solution	solution	NN
cord-264958-dbqit3vu	70	8	to	to	IN
cord-264958-dbqit3vu	70	9	this	this	DT
cord-264958-dbqit3vu	70	10	very	very	RB
cord-264958-dbqit3vu	70	11	complex	complex	JJ
cord-264958-dbqit3vu	70	12	problem	problem	NN
cord-264958-dbqit3vu	70	13	,	,	,
cord-264958-dbqit3vu	70	14	here	here	RB
cord-264958-dbqit3vu	70	15	we	-PRON-	PRP
cord-264958-dbqit3vu	70	16	share	share	VBP
cord-264958-dbqit3vu	70	17	some	some	DT
cord-264958-dbqit3vu	70	18	reflections	reflection	NNS
cord-264958-dbqit3vu	70	19	on	on	IN
cord-264958-dbqit3vu	70	20	what	what	WP
cord-264958-dbqit3vu	70	21	we	-PRON-	PRP
cord-264958-dbqit3vu	70	22	consider	consider	VBP
cord-264958-dbqit3vu	70	23	to	to	TO
cord-264958-dbqit3vu	70	24	have	have	VB
cord-264958-dbqit3vu	70	25	worked	work	VBN
cord-264958-dbqit3vu	70	26	well	well	RB
cord-264958-dbqit3vu	70	27	in	in	IN
cord-264958-dbqit3vu	70	28	our	-PRON-	PRP$
cord-264958-dbqit3vu	70	29	department	department	NN
cord-264958-dbqit3vu	70	30	,	,	,
cord-264958-dbqit3vu	70	31	and	and	CC
cord-264958-dbqit3vu	70	32	suggest	suggest	VBP
cord-264958-dbqit3vu	70	33	how	how	WRB
cord-264958-dbqit3vu	70	34	this	this	DT
cord-264958-dbqit3vu	70	35	could	could	MD
cord-264958-dbqit3vu	70	36	pave	pave	VB
cord-264958-dbqit3vu	70	37	the	the	DT
cord-264958-dbqit3vu	70	38	way	way	NN
cord-264958-dbqit3vu	70	39	to	to	IN
cord-264958-dbqit3vu	70	40	more	more	RBR
cord-264958-dbqit3vu	70	41	robust	robust	JJ
cord-264958-dbqit3vu	70	42	methods	method	NNS
cord-264958-dbqit3vu	70	43	of	of	IN
cord-264958-dbqit3vu	70	44	training	training	NN
cord-264958-dbqit3vu	70	45	:	:	:
cord-264958-dbqit3vu	70	46	"	"	``
cord-264958-dbqit3vu	70	47	Mute	mute	VB
cord-264958-dbqit3vu	70	48	your	-PRON-	PRP$
cord-264958-dbqit3vu	70	49	Mic	mic	NN
cord-264958-dbqit3vu	70	50	"	"	''
cord-264958-dbqit3vu	70	51	There	there	EX
cord-264958-dbqit3vu	70	52	has	have	VBZ
cord-264958-dbqit3vu	70	53	been	be	VBN
cord-264958-dbqit3vu	70	54	an	an	DT
cord-264958-dbqit3vu	70	55	explosion	explosion	NN
cord-264958-dbqit3vu	70	56	in	in	IN
cord-264958-dbqit3vu	70	57	video	video	NN
cord-264958-dbqit3vu	70	58	-	-	HYPH
cord-264958-dbqit3vu	70	59	conferencing	conferencing	NN
cord-264958-dbqit3vu	70	60	platforms	platform	NNS
cord-264958-dbqit3vu	70	61	during	during	IN
cord-264958-dbqit3vu	70	62	the	the	DT
cord-264958-dbqit3vu	70	63	pandemic	pandemic	NN
cord-264958-dbqit3vu	70	64	.	.	.
cord-264958-dbqit3vu	71	1	The	the	DT
cord-264958-dbqit3vu	71	2	new	new	JJ
cord-264958-dbqit3vu	71	3	'	'	``
cord-264958-dbqit3vu	71	4	normal	normal	JJ
cord-264958-dbqit3vu	71	5	'	'	''
cord-264958-dbqit3vu	71	6	seems	seem	VBZ
cord-264958-dbqit3vu	71	7	to	to	TO
cord-264958-dbqit3vu	71	8	be	be	VB
cord-264958-dbqit3vu	71	9	a	a	DT
cord-264958-dbqit3vu	71	10	constant	constant	JJ
cord-264958-dbqit3vu	71	11	deluge	deluge	NN
cord-264958-dbqit3vu	71	12	of	of	IN
cord-264958-dbqit3vu	71	13	meeting	meeting	NN
cord-264958-dbqit3vu	71	14	links	link	NNS
cord-264958-dbqit3vu	71	15	and	and	CC
cord-264958-dbqit3vu	71	16	malfunctioning	malfunctioning	NN
cord-264958-dbqit3vu	71	17	(	(	-LRB-
cord-264958-dbqit3vu	71	18	or	or	CC
cord-264958-dbqit3vu	71	19	unmuted	unmuted	JJ
cord-264958-dbqit3vu	71	20	)	)	-RRB-
cord-264958-dbqit3vu	71	21	microphones	microphone	NNS
cord-264958-dbqit3vu	71	22	.	.	.
cord-264958-dbqit3vu	72	1	Whilst	whilst	IN
cord-264958-dbqit3vu	72	2	these	these	DT
cord-264958-dbqit3vu	72	3	frustrations	frustration	NNS
cord-264958-dbqit3vu	72	4	are	be	VBP
cord-264958-dbqit3vu	72	5	unavoidable	unavoidable	JJ
cord-264958-dbqit3vu	72	6	,	,	,
cord-264958-dbqit3vu	72	7	there	there	EX
cord-264958-dbqit3vu	72	8	is	be	VBZ
cord-264958-dbqit3vu	72	9	tremendous	tremendous	JJ
cord-264958-dbqit3vu	72	10	scope	scope	NN
cord-264958-dbqit3vu	72	11	for	for	IN
cord-264958-dbqit3vu	72	12	such	such	JJ
cord-264958-dbqit3vu	72	13	platforms	platform	NNS
cord-264958-dbqit3vu	72	14	in	in	IN
cord-264958-dbqit3vu	72	15	training	training	NN
cord-264958-dbqit3vu	72	16	.	.	.
cord-264958-dbqit3vu	73	1	Choice	choice	NN
cord-264958-dbqit3vu	73	2	of	of	IN
cord-264958-dbqit3vu	73	3	which	which	WDT
cord-264958-dbqit3vu	73	4	to	to	TO
cord-264958-dbqit3vu	73	5	use	use	VB
cord-264958-dbqit3vu	73	6	is	be	VBZ
cord-264958-dbqit3vu	73	7	likely	likely	RB
cord-264958-dbqit3vu	73	8	designed	design	VBN
cord-264958-dbqit3vu	73	9	,	,	,
cord-264958-dbqit3vu	73	10	in	in	IN
cord-264958-dbqit3vu	73	11	part	part	NN
cord-264958-dbqit3vu	73	12	,	,	,
cord-264958-dbqit3vu	73	13	by	by	IN
cord-264958-dbqit3vu	73	14	the	the	DT
cord-264958-dbqit3vu	73	15	local	local	JJ
cord-264958-dbqit3vu	73	16	IT	IT	NNP
cord-264958-dbqit3vu	73	17	policy	policy	NN
cord-264958-dbqit3vu	73	18	's	's	POS
cord-264958-dbqit3vu	73	19	approval	approval	NN
cord-264958-dbqit3vu	73	20	,	,	,
cord-264958-dbqit3vu	74	1	BJR|Open	BJR|Open	NNP
cord-264958-dbqit3vu	74	2	Opinion	Opinion	NNP
cord-264958-dbqit3vu	74	3	:	:	:
cord-264958-dbqit3vu	74	4	Radiology	Radiology	NNP
cord-264958-dbqit3vu	74	5	Training	Training	NNP
cord-264958-dbqit3vu	74	6	in	in	IN
cord-264958-dbqit3vu	74	7	a	a	DT
cord-264958-dbqit3vu	74	8	Pandemic	Pandemic	NNP
cord-264958-dbqit3vu	74	9	but	but	CC
cord-264958-dbqit3vu	74	10	consideration	consideration	NN
cord-264958-dbqit3vu	74	11	should	should	MD
cord-264958-dbqit3vu	74	12	be	be	VB
cord-264958-dbqit3vu	74	13	made	make	VBN
cord-264958-dbqit3vu	74	14	as	as	IN
cord-264958-dbqit3vu	74	15	to	to	TO
cord-264958-dbqit3vu	74	16	which	which	WDT
cord-264958-dbqit3vu	74	17	one	one	NN
cord-264958-dbqit3vu	74	18	to	to	TO
cord-264958-dbqit3vu	74	19	use	use	VB
cord-264958-dbqit3vu	74	20	for	for	IN
cord-264958-dbqit3vu	74	21	the	the	DT
cord-264958-dbqit3vu	74	22	specific	specific	JJ
cord-264958-dbqit3vu	74	23	needs	need	NNS
cord-264958-dbqit3vu	74	24	of	of	IN
cord-264958-dbqit3vu	74	25	training	training	NN
cord-264958-dbqit3vu	74	26	.	.	.
cord-264958-dbqit3vu	75	1	One	one	CD
cord-264958-dbqit3vu	75	2	of	of	IN
cord-264958-dbqit3vu	75	3	the	the	DT
cord-264958-dbqit3vu	75	4	serious	serious	JJ
cord-264958-dbqit3vu	75	5	pitfalls	pitfall	NNS
cord-264958-dbqit3vu	75	6	of	of	IN
cord-264958-dbqit3vu	75	7	videoconference	videoconference	NN
cord-264958-dbqit3vu	75	8	teaching	teaching	NN
cord-264958-dbqit3vu	75	9	is	be	VBZ
cord-264958-dbqit3vu	75	10	the	the	DT
cord-264958-dbqit3vu	75	11	lack	lack	NN
cord-264958-dbqit3vu	75	12	of	of	IN
cord-264958-dbqit3vu	75	13	attendee	attendee	NN
cord-264958-dbqit3vu	75	14	engagement	engagement	NN
cord-264958-dbqit3vu	75	15	.	.	.
cord-264958-dbqit3vu	76	1	We	-PRON-	PRP
cord-264958-dbqit3vu	76	2	have	have	VBP
cord-264958-dbqit3vu	76	3	found	find	VBN
cord-264958-dbqit3vu	76	4	that	that	IN
cord-264958-dbqit3vu	76	5	there	there	EX
cord-264958-dbqit3vu	76	6	are	be	VBP
cord-264958-dbqit3vu	76	7	excellent	excellent	JJ
cord-264958-dbqit3vu	76	8	features	feature	NNS
cord-264958-dbqit3vu	76	9	that	that	WDT
cord-264958-dbqit3vu	76	10	promote	promote	VBP
cord-264958-dbqit3vu	76	11	interactive	interactive	JJ
cord-264958-dbqit3vu	76	12	learning	learning	NN
cord-264958-dbqit3vu	76	13	,	,	,
cord-264958-dbqit3vu	76	14	such	such	JJ
cord-264958-dbqit3vu	76	15	as	as	IN
cord-264958-dbqit3vu	76	16	the	the	DT
cord-264958-dbqit3vu	76	17	'	'	``
cord-264958-dbqit3vu	76	18	Share	Share	NNP
cord-264958-dbqit3vu	76	19	Control	Control	NNP
cord-264958-dbqit3vu	76	20	'	'	''
cord-264958-dbqit3vu	76	21	function	function	NN
cord-264958-dbqit3vu	76	22	in	in	IN
cord-264958-dbqit3vu	76	23	Microsoft	Microsoft	NNP
cord-264958-dbqit3vu	76	24	Teams	Teams	NNP
cord-264958-dbqit3vu	76	25	(	(	-LRB-
cord-264958-dbqit3vu	76	26	Washington	Washington	NNP
cord-264958-dbqit3vu	76	27	)	)	-RRB-
cord-264958-dbqit3vu	76	28	,	,	,
cord-264958-dbqit3vu	76	29	which	which	WDT
cord-264958-dbqit3vu	76	30	allows	allow	VBZ
cord-264958-dbqit3vu	76	31	the	the	DT
cord-264958-dbqit3vu	76	32	presenter	presenter	NN
cord-264958-dbqit3vu	76	33	to	to	TO
cord-264958-dbqit3vu	76	34	hand	hand	VB
cord-264958-dbqit3vu	76	35	over	over	RP
cord-264958-dbqit3vu	76	36	control	control	NN
cord-264958-dbqit3vu	76	37	of	of	IN
cord-264958-dbqit3vu	76	38	their	-PRON-	PRP$
cord-264958-dbqit3vu	76	39	screen	screen	NN
cord-264958-dbqit3vu	76	40	to	to	IN
cord-264958-dbqit3vu	76	41	a	a	DT
cord-264958-dbqit3vu	76	42	trainee	trainee	NN
cord-264958-dbqit3vu	76	43	,	,	,
cord-264958-dbqit3vu	76	44	who	who	WP
cord-264958-dbqit3vu	76	45	can	can	MD
cord-264958-dbqit3vu	76	46	then	then	RB
cord-264958-dbqit3vu	76	47	scroll	scroll	VB
cord-264958-dbqit3vu	76	48	through	through	IN
cord-264958-dbqit3vu	76	49	images	image	NNS
cord-264958-dbqit3vu	76	50	.	.	.
cord-264958-dbqit3vu	77	1	The	the	DT
cord-264958-dbqit3vu	77	2	chat	chat	NN
cord-264958-dbqit3vu	77	3	function	function	NN
cord-264958-dbqit3vu	77	4	,	,	,
cord-264958-dbqit3vu	77	5	available	available	JJ
cord-264958-dbqit3vu	77	6	on	on	IN
cord-264958-dbqit3vu	77	7	all	all	DT
cord-264958-dbqit3vu	77	8	platforms	platform	NNS
cord-264958-dbqit3vu	77	9	,	,	,
cord-264958-dbqit3vu	77	10	should	should	MD
cord-264958-dbqit3vu	77	11	be	be	VB
cord-264958-dbqit3vu	77	12	utilised	utilise	VBN
cord-264958-dbqit3vu	77	13	with	with	IN
cord-264958-dbqit3vu	77	14	a	a	DT
cord-264958-dbqit3vu	77	15	nominated	nominate	VBN
cord-264958-dbqit3vu	77	16	attendee	attendee	NN
cord-264958-dbqit3vu	77	17	monitoring	monitor	VBG
cord-264958-dbqit3vu	77	18	the	the	DT
cord-264958-dbqit3vu	77	19	chat	chat	NN
cord-264958-dbqit3vu	77	20	activity	activity	NN
cord-264958-dbqit3vu	77	21	whilst	whilst	IN
cord-264958-dbqit3vu	77	22	the	the	DT
cord-264958-dbqit3vu	77	23	presenter	presenter	NN
cord-264958-dbqit3vu	77	24	focuses	focus	VBZ
cord-264958-dbqit3vu	77	25	on	on	IN
cord-264958-dbqit3vu	77	26	teaching	teaching	NN
cord-264958-dbqit3vu	77	27	.	.	.
cord-264958-dbqit3vu	78	1	Another	another	DT
cord-264958-dbqit3vu	78	2	strategy	strategy	NN
cord-264958-dbqit3vu	78	3	to	to	TO
cord-264958-dbqit3vu	78	4	encourage	encourage	VB
cord-264958-dbqit3vu	78	5	participation	participation	NN
cord-264958-dbqit3vu	78	6	is	be	VBZ
cord-264958-dbqit3vu	78	7	the	the	DT
cord-264958-dbqit3vu	78	8	use	use	NN
cord-264958-dbqit3vu	78	9	of	of	IN
cord-264958-dbqit3vu	78	10	quiz	quiz	NN
cord-264958-dbqit3vu	78	11	-	-	HYPH
cord-264958-dbqit3vu	78	12	based	base	VBN
cord-264958-dbqit3vu	78	13	platforms	platform	NNS
cord-264958-dbqit3vu	78	14	such	such	JJ
cord-264958-dbqit3vu	78	15	as	as	IN
cord-264958-dbqit3vu	78	16	Kahoot	Kahoot	NNP
cord-264958-dbqit3vu	78	17	!	!	.
cord-264958-dbqit3vu	79	1	(	(	-LRB-
cord-264958-dbqit3vu	79	2	Norway	Norway	NNP
cord-264958-dbqit3vu	79	3	)	)	-RRB-
cord-264958-dbqit3vu	79	4	and	and	CC
cord-264958-dbqit3vu	79	5	Poll	Poll	NNP
cord-264958-dbqit3vu	79	6	Everywhere	everywhere	RB
cord-264958-dbqit3vu	79	7	(	(	-LRB-
cord-264958-dbqit3vu	79	8	San	San	NNP
cord-264958-dbqit3vu	79	9	Francisco	Francisco	NNP
cord-264958-dbqit3vu	79	10	)	)	-RRB-
cord-264958-dbqit3vu	79	11	which	which	WDT
cord-264958-dbqit3vu	79	12	promote	promote	VBP
cord-264958-dbqit3vu	79	13	active	active	JJ
cord-264958-dbqit3vu	79	14	engagement	engagement	NN
cord-264958-dbqit3vu	79	15	whilst	whilst	IN
cord-264958-dbqit3vu	79	16	introducing	introduce	VBG
cord-264958-dbqit3vu	79	17	a	a	DT
cord-264958-dbqit3vu	79	18	competitive	competitive	JJ
cord-264958-dbqit3vu	79	19	element	element	NN
cord-264958-dbqit3vu	79	20	to	to	IN
cord-264958-dbqit3vu	79	21	the	the	DT
cord-264958-dbqit3vu	79	22	session	session	NN
cord-264958-dbqit3vu	79	23	,	,	,
cord-264958-dbqit3vu	79	24	if	if	IN
cord-264958-dbqit3vu	79	25	desired	desire	VBN
cord-264958-dbqit3vu	79	26	.	.	.
cord-264958-dbqit3vu	80	1	It	-PRON-	PRP
cord-264958-dbqit3vu	80	2	is	be	VBZ
cord-264958-dbqit3vu	80	3	worth	worth	JJ
cord-264958-dbqit3vu	80	4	noting	note	VBG
cord-264958-dbqit3vu	80	5	although	although	IN
cord-264958-dbqit3vu	80	6	that	that	IN
cord-264958-dbqit3vu	80	7	these	these	DT
cord-264958-dbqit3vu	80	8	do	do	VBP
cord-264958-dbqit3vu	80	9	require	require	VB
cord-264958-dbqit3vu	80	10	pre	pre	JJ
cord-264958-dbqit3vu	80	11	-	-	NN
cord-264958-dbqit3vu	80	12	preparation	preparation	NN
cord-264958-dbqit3vu	80	13	by	by	IN
cord-264958-dbqit3vu	80	14	the	the	DT
cord-264958-dbqit3vu	80	15	trainer	trainer	NN
cord-264958-dbqit3vu	80	16	.	.	.
cord-264958-dbqit3vu	81	1	Another	another	DT
cord-264958-dbqit3vu	81	2	frustration	frustration	NN
cord-264958-dbqit3vu	81	3	arises	arise	VBZ
cord-264958-dbqit3vu	81	4	with	with	IN
cord-264958-dbqit3vu	81	5	loading	load	VBG
cord-264958-dbqit3vu	81	6	large	large	JJ
cord-264958-dbqit3vu	81	7	datasets	dataset	NNS
cord-264958-dbqit3vu	81	8	which	which	WDT
cord-264958-dbqit3vu	81	9	slow	slow	VBP
cord-264958-dbqit3vu	81	10	transmission	transmission	NN
cord-264958-dbqit3vu	81	11	and	and	CC
cord-264958-dbqit3vu	81	12	lead	lead	NN
cord-264958-dbqit3vu	81	13	to	to	IN
cord-264958-dbqit3vu	81	14	jolting	jolt	VBG
cord-264958-dbqit3vu	81	15	or	or	CC
cord-264958-dbqit3vu	81	16	blurred	blur	VBN
cord-264958-dbqit3vu	81	17	images	image	NNS
cord-264958-dbqit3vu	81	18	.	.	.
cord-264958-dbqit3vu	82	1	Simple	simple	JJ
cord-264958-dbqit3vu	82	2	alterations	alteration	NNS
cord-264958-dbqit3vu	82	3	can	can	MD
cord-264958-dbqit3vu	82	4	improve	improve	VB
cord-264958-dbqit3vu	82	5	this	this	DT
cord-264958-dbqit3vu	82	6	,	,	,
cord-264958-dbqit3vu	82	7	for	for	IN
cord-264958-dbqit3vu	82	8	example	example	NN
cord-264958-dbqit3vu	82	9	when	when	WRB
cord-264958-dbqit3vu	82	10	using	use	VBG
cord-264958-dbqit3vu	82	11	PACS	PACS	NNP
cord-264958-dbqit3vu	82	12	to	to	TO
cord-264958-dbqit3vu	82	13	present	present	VB
cord-264958-dbqit3vu	82	14	cases	case	NNS
cord-264958-dbqit3vu	82	15	,	,	,
cord-264958-dbqit3vu	82	16	choosing	choose	VBG
cord-264958-dbqit3vu	82	17	the	the	DT
cord-264958-dbqit3vu	82	18	thicker	thick	JJR
cord-264958-dbqit3vu	82	19	slice	slice	NN
cord-264958-dbqit3vu	82	20	images	image	NNS
cord-264958-dbqit3vu	82	21	,	,	,
cord-264958-dbqit3vu	82	22	which	which	WDT
cord-264958-dbqit3vu	82	23	allows	allow	VBZ
cord-264958-dbqit3vu	82	24	a	a	DT
cord-264958-dbqit3vu	82	25	smoother	smooth	JJR
cord-264958-dbqit3vu	82	26	image	image	NN
cord-264958-dbqit3vu	82	27	transfer	transfer	NN
cord-264958-dbqit3vu	82	28	.	.	.
cord-264958-dbqit3vu	83	1	Choice	choice	NN
cord-264958-dbqit3vu	83	2	of	of	IN
cord-264958-dbqit3vu	83	3	which	which	WDT
cord-264958-dbqit3vu	83	4	screen	screen	NN
cord-264958-dbqit3vu	83	5	to	to	TO
cord-264958-dbqit3vu	83	6	'	'	``
cord-264958-dbqit3vu	83	7	share	share	VB
cord-264958-dbqit3vu	83	8	'	'	''
cord-264958-dbqit3vu	83	9	also	also	RB
cord-264958-dbqit3vu	83	10	impacts	impact	VBZ
cord-264958-dbqit3vu	83	11	image	image	NN
cord-264958-dbqit3vu	83	12	quality	quality	NN
cord-264958-dbqit3vu	83	13	,	,	,
cord-264958-dbqit3vu	83	14	with	with	IN
cord-264958-dbqit3vu	83	15	split	split	NN
cord-264958-dbqit3vu	83	16	or	or	CC
cord-264958-dbqit3vu	83	17	single	single	JJ
cord-264958-dbqit3vu	83	18	,	,	,
cord-264958-dbqit3vu	83	19	portrait	portrait	JJ
cord-264958-dbqit3vu	83	20	screens	screen	NNS
cord-264958-dbqit3vu	83	21	leading	lead	VBG
cord-264958-dbqit3vu	83	22	to	to	IN
cord-264958-dbqit3vu	83	23	smaller	small	JJR
cord-264958-dbqit3vu	83	24	,	,	,
cord-264958-dbqit3vu	83	25	blurrier	blurri	JJR
cord-264958-dbqit3vu	83	26	images	image	NNS
cord-264958-dbqit3vu	83	27	on	on	IN
cord-264958-dbqit3vu	83	28	the	the	DT
cord-264958-dbqit3vu	83	29	trainee	trainee	NN
cord-264958-dbqit3vu	83	30	's	's	POS
cord-264958-dbqit3vu	83	31	screen	screen	NN
cord-264958-dbqit3vu	83	32	.	.	.
cord-264958-dbqit3vu	84	1	Like	like	IN
cord-264958-dbqit3vu	84	2	so	so	RB
cord-264958-dbqit3vu	84	3	many	many	JJ
cord-264958-dbqit3vu	84	4	aspects	aspect	NNS
cord-264958-dbqit3vu	84	5	of	of	IN
cord-264958-dbqit3vu	84	6	modern	modern	JJ
cord-264958-dbqit3vu	84	7	life	life	NN
cord-264958-dbqit3vu	84	8	-Netflix	-netflix	XX
cord-264958-dbqit3vu	84	9	,	,	,
cord-264958-dbqit3vu	84	10	next	next	JJ
cord-264958-dbqit3vu	84	11	day	day	NN
cord-264958-dbqit3vu	84	12	delivery	delivery	NN
cord-264958-dbqit3vu	84	13	,	,	,
cord-264958-dbqit3vu	84	14	Uber	Uber	NNP
cord-264958-dbqit3vu	84	15	-we	-we	CD
cord-264958-dbqit3vu	84	16	expect	expect	VBP
cord-264958-dbqit3vu	84	17	to	to	TO
cord-264958-dbqit3vu	84	18	have	have	VB
cord-264958-dbqit3vu	84	19	what	what	WP
cord-264958-dbqit3vu	84	20	we	-PRON-	PRP
cord-264958-dbqit3vu	84	21	need	need	VBP
cord-264958-dbqit3vu	84	22	available	available	JJ
cord-264958-dbqit3vu	84	23	on	on	IN
cord-264958-dbqit3vu	84	24	hand	hand	NN
cord-264958-dbqit3vu	84	25	straight	straight	RB
cord-264958-dbqit3vu	84	26	away	away	RB
cord-264958-dbqit3vu	84	27	.	.	.
cord-264958-dbqit3vu	85	1	Whilst	whilst	IN
cord-264958-dbqit3vu	85	2	formalised	formalise	VBN
cord-264958-dbqit3vu	85	3	sessions	session	NNS
cord-264958-dbqit3vu	85	4	are	be	VBP
cord-264958-dbqit3vu	85	5	crucial	crucial	JJ
cord-264958-dbqit3vu	85	6	to	to	IN
cord-264958-dbqit3vu	85	7	training	training	NN
cord-264958-dbqit3vu	85	8	,	,	,
cord-264958-dbqit3vu	85	9	an	an	DT
cord-264958-dbqit3vu	85	10	On	on	IN
cord-264958-dbqit3vu	85	11	-	-	HYPH
cord-264958-dbqit3vu	85	12	Demand	demand	NN
cord-264958-dbqit3vu	85	13	learning	learning	NN
cord-264958-dbqit3vu	85	14	platform	platform	NN
cord-264958-dbqit3vu	85	15	is	be	VBZ
cord-264958-dbqit3vu	85	16	an	an	DT
cord-264958-dbqit3vu	85	17	excellent	excellent	JJ
cord-264958-dbqit3vu	85	18	addition	addition	NN
cord-264958-dbqit3vu	85	19	.	.	.
cord-264958-dbqit3vu	86	1	This	this	DT
cord-264958-dbqit3vu	86	2	allows	allow	VBZ
cord-264958-dbqit3vu	86	3	those	those	DT
cord-264958-dbqit3vu	86	4	who	who	WP
cord-264958-dbqit3vu	86	5	have	have	VBP
cord-264958-dbqit3vu	86	6	missed	miss	VBN
cord-264958-dbqit3vu	86	7	training	training	NN
cord-264958-dbqit3vu	86	8	to	to	TO
cord-264958-dbqit3vu	86	9	'	'	''
cord-264958-dbqit3vu	86	10	catch	catch	VB
cord-264958-dbqit3vu	86	11	up	up	RP
cord-264958-dbqit3vu	86	12	'	'	''
cord-264958-dbqit3vu	86	13	in	in	IN
cord-264958-dbqit3vu	86	14	their	-PRON-	PRP$
cord-264958-dbqit3vu	86	15	own	own	JJ
cord-264958-dbqit3vu	86	16	personal	personal	JJ
cord-264958-dbqit3vu	86	17	time	time	NN
cord-264958-dbqit3vu	86	18	.	.	.
cord-264958-dbqit3vu	87	1	We	-PRON-	PRP
cord-264958-dbqit3vu	87	2	are	be	VBP
cord-264958-dbqit3vu	87	3	already	already	RB
cord-264958-dbqit3vu	87	4	accustomed	accustomed	JJ
cord-264958-dbqit3vu	87	5	to	to	IN
cord-264958-dbqit3vu	87	6	some	some	DT
cord-264958-dbqit3vu	87	7	great	great	JJ
cord-264958-dbqit3vu	87	8	national	national	JJ
cord-264958-dbqit3vu	87	9	online	online	JJ
cord-264958-dbqit3vu	87	10	eLearning	eLearning	NNP
cord-264958-dbqit3vu	87	11	platforms	platform	NNS
cord-264958-dbqit3vu	87	12	,	,	,
cord-264958-dbqit3vu	87	13	such	such	JJ
cord-264958-dbqit3vu	87	14	as	as	IN
cord-264958-dbqit3vu	87	15	the	the	DT
cord-264958-dbqit3vu	87	16	RCR	RCR	NNP
cord-264958-dbqit3vu	87	17	's	's	POS
cord-264958-dbqit3vu	87	18	R	R	NNP
cord-264958-dbqit3vu	87	19	-	-	HYPH
cord-264958-dbqit3vu	87	20	ITI	ITI	NNP
cord-264958-dbqit3vu	87	21	(	(	-LRB-
cord-264958-dbqit3vu	87	22	Radiology	Radiology	NNP
cord-264958-dbqit3vu	87	23	-	-	HYPH
cord-264958-dbqit3vu	87	24	Integrated	Integrated	NNP
cord-264958-dbqit3vu	87	25	Training	Training	NNP
cord-264958-dbqit3vu	87	26	Initiative	Initiative	NNP
cord-264958-dbqit3vu	87	27	)	)	-RRB-
cord-264958-dbqit3vu	87	28	modules	module	NNS
cord-264958-dbqit3vu	87	29	,	,	,
cord-264958-dbqit3vu	88	1	8	8	CD
cord-264958-dbqit3vu	89	1	but	but	CC
cord-264958-dbqit3vu	89	2	these	these	DT
cord-264958-dbqit3vu	89	3	should	should	MD
cord-264958-dbqit3vu	89	4	be	be	VB
cord-264958-dbqit3vu	89	5	offered	offer	VBN
cord-264958-dbqit3vu	89	6	at	at	IN
cord-264958-dbqit3vu	89	7	a	a	DT
cord-264958-dbqit3vu	89	8	local	local	JJ
cord-264958-dbqit3vu	89	9	level	level	NN
cord-264958-dbqit3vu	89	10	.	.	.
cord-264958-dbqit3vu	90	1	Teaching	teach	VBG
cord-264958-dbqit3vu	90	2	files	file	NNS
cord-264958-dbqit3vu	90	3	,	,	,
cord-264958-dbqit3vu	90	4	a	a	DT
cord-264958-dbqit3vu	90	5	staple	staple	NN
cord-264958-dbqit3vu	90	6	in	in	IN
cord-264958-dbqit3vu	90	7	radiology	radiology	NN
cord-264958-dbqit3vu	90	8	training	training	NN
cord-264958-dbqit3vu	90	9	,	,	,
cord-264958-dbqit3vu	90	10	have	have	VBP
cord-264958-dbqit3vu	90	11	traditionally	traditionally	RB
cord-264958-dbqit3vu	90	12	allowed	allow	VBN
cord-264958-dbqit3vu	90	13	trainees	trainee	NNS
cord-264958-dbqit3vu	90	14	to	to	TO
cord-264958-dbqit3vu	90	15	gain	gain	VB
cord-264958-dbqit3vu	90	16	exposure	exposure	NN
cord-264958-dbqit3vu	90	17	by	by	IN
cord-264958-dbqit3vu	90	18	reviewing	review	VBG
cord-264958-dbqit3vu	90	19	a	a	DT
cord-264958-dbqit3vu	90	20	wide	wide	JJ
cord-264958-dbqit3vu	90	21	range	range	NN
cord-264958-dbqit3vu	90	22	number	number	NN
cord-264958-dbqit3vu	90	23	of	of	IN
cord-264958-dbqit3vu	90	24	normal	normal	JJ
cord-264958-dbqit3vu	90	25	and	and	CC
cord-264958-dbqit3vu	90	26	abnormal	abnormal	JJ
cord-264958-dbqit3vu	90	27	cases	case	NNS
cord-264958-dbqit3vu	90	28	.	.	.
cord-264958-dbqit3vu	91	1	9,10	9,10	CD
cord-264958-dbqit3vu	92	1	As	as	IN
cord-264958-dbqit3vu	92	2	discussed	discuss	VBN
cord-264958-dbqit3vu	92	3	,	,	,
cord-264958-dbqit3vu	92	4	loss	loss	NN
cord-264958-dbqit3vu	92	5	of	of	IN
cord-264958-dbqit3vu	92	6	training	training	NN
cord-264958-dbqit3vu	92	7	time	time	NN
cord-264958-dbqit3vu	92	8	and	and	CC
cord-264958-dbqit3vu	92	9	change	change	NN
cord-264958-dbqit3vu	92	10	to	to	IN
cord-264958-dbqit3vu	92	11	service	service	NN
cord-264958-dbqit3vu	92	12	provision	provision	NN
cord-264958-dbqit3vu	92	13	have	have	VBP
cord-264958-dbqit3vu	92	14	led	lead	VBN
cord-264958-dbqit3vu	92	15	to	to	IN
cord-264958-dbqit3vu	92	16	a	a	DT
cord-264958-dbqit3vu	92	17	lack	lack	NN
cord-264958-dbqit3vu	92	18	of	of	IN
cord-264958-dbqit3vu	92	19	depth	depth	NN
cord-264958-dbqit3vu	92	20	and	and	CC
cord-264958-dbqit3vu	92	21	breadth	breadth	NN
cord-264958-dbqit3vu	92	22	of	of	IN
cord-264958-dbqit3vu	92	23	training	training	NN
cord-264958-dbqit3vu	92	24	.	.	.
cord-264958-dbqit3vu	93	1	With	with	IN
cord-264958-dbqit3vu	93	2	some	some	DT
cord-264958-dbqit3vu	93	3	simple	simple	JJ
cord-264958-dbqit3vu	93	4	organisation	organisation	NN
cord-264958-dbqit3vu	93	5	,	,	,
cord-264958-dbqit3vu	93	6	these	these	DT
cord-264958-dbqit3vu	93	7	collections	collection	NNS
cord-264958-dbqit3vu	93	8	of	of	IN
cord-264958-dbqit3vu	93	9	cases	case	NNS
cord-264958-dbqit3vu	93	10	can	can	MD
cord-264958-dbqit3vu	93	11	be	be	VB
cord-264958-dbqit3vu	93	12	collected	collect	VBN
cord-264958-dbqit3vu	93	13	and	and	CC
cord-264958-dbqit3vu	93	14	disseminated	disseminate	VBN
cord-264958-dbqit3vu	93	15	across	across	IN
cord-264958-dbqit3vu	93	16	the	the	DT
cord-264958-dbqit3vu	93	17	trainee	trainee	NN
cord-264958-dbqit3vu	93	18	body	body	NN
cord-264958-dbqit3vu	93	19	to	to	TO
cord-264958-dbqit3vu	93	20	be	be	VB
cord-264958-dbqit3vu	93	21	utilised	utilise	VBN
cord-264958-dbqit3vu	93	22	by	by	IN
cord-264958-dbqit3vu	93	23	trainees	trainee	NNS
cord-264958-dbqit3vu	93	24	at	at	IN
cord-264958-dbqit3vu	93	25	will	will	NN
cord-264958-dbqit3vu	93	26	,	,	,
cord-264958-dbqit3vu	93	27	or	or	CC
cord-264958-dbqit3vu	93	28	as	as	IN
cord-264958-dbqit3vu	93	29	an	an	DT
cord-264958-dbqit3vu	93	30	adjunct	adjunct	NN
cord-264958-dbqit3vu	93	31	to	to	IN
cord-264958-dbqit3vu	93	32	a	a	DT
cord-264958-dbqit3vu	93	33	specific	specific	JJ
cord-264958-dbqit3vu	93	34	teaching	teaching	NN
cord-264958-dbqit3vu	93	35	session	session	NN
cord-264958-dbqit3vu	93	36	and	and	CC
cord-264958-dbqit3vu	93	37	hence	hence	RB
cord-264958-dbqit3vu	93	38	engender	engender	VBP
cord-264958-dbqit3vu	93	39	a	a	DT
cord-264958-dbqit3vu	93	40	'	'	``
cord-264958-dbqit3vu	93	41	Flipped	flip	VBN
cord-264958-dbqit3vu	93	42	Classroom	Classroom	NNP
cord-264958-dbqit3vu	93	43	approach	approach	NN
cord-264958-dbqit3vu	93	44	'	'	''
cord-264958-dbqit3vu	93	45	.	.	.
cord-264958-dbqit3vu	94	1	11	11	CD
cord-264958-dbqit3vu	95	1	These	these	DT
cord-264958-dbqit3vu	95	2	can	can	MD
cord-264958-dbqit3vu	95	3	also	also	RB
cord-264958-dbqit3vu	95	4	be	be	VB
cord-264958-dbqit3vu	95	5	employed	employ	VBN
cord-264958-dbqit3vu	95	6	as	as	IN
cord-264958-dbqit3vu	95	7	a	a	DT
cord-264958-dbqit3vu	95	8	self	self	NN
cord-264958-dbqit3vu	95	9	-	-	HYPH
cord-264958-dbqit3vu	95	10	audit	audit	NN
cord-264958-dbqit3vu	95	11	,	,	,
cord-264958-dbqit3vu	95	12	where	where	WRB
cord-264958-dbqit3vu	95	13	trainees	trainee	NNS
cord-264958-dbqit3vu	95	14	report	report	VBP
cord-264958-dbqit3vu	95	15	and	and	CC
cord-264958-dbqit3vu	95	16	then	then	RB
cord-264958-dbqit3vu	95	17	subsequently	subsequently	RB
cord-264958-dbqit3vu	95	18	mark	mark	VB
cord-264958-dbqit3vu	95	19	themselves	-PRON-	PRP
cord-264958-dbqit3vu	95	20	against	against	IN
cord-264958-dbqit3vu	95	21	the	the	DT
cord-264958-dbqit3vu	95	22	positive	positive	JJ
cord-264958-dbqit3vu	95	23	and	and	CC
cord-264958-dbqit3vu	95	24	negative	negative	JJ
cord-264958-dbqit3vu	95	25	findings	finding	NNS
cord-264958-dbqit3vu	95	26	or	or	CC
cord-264958-dbqit3vu	95	27	formalised	formalise	VBN
cord-264958-dbqit3vu	95	28	into	into	IN
cord-264958-dbqit3vu	95	29	assessments	assessment	NNS
cord-264958-dbqit3vu	95	30	.	.	.
cord-264958-dbqit3vu	96	1	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	96	2	has	have	VBZ
cord-264958-dbqit3vu	96	3	irrevocably	irrevocably	RB
cord-264958-dbqit3vu	96	4	changed	change	VBN
cord-264958-dbqit3vu	96	5	the	the	DT
cord-264958-dbqit3vu	96	6	face	face	NN
cord-264958-dbqit3vu	96	7	of	of	IN
cord-264958-dbqit3vu	96	8	Radiology	Radiology	NNP
cord-264958-dbqit3vu	96	9	training	training	NN
cord-264958-dbqit3vu	96	10	.	.	.
cord-264958-dbqit3vu	97	1	Despite	despite	IN
cord-264958-dbqit3vu	97	2	ongoing	ongoing	JJ
cord-264958-dbqit3vu	97	3	disruption	disruption	NN
cord-264958-dbqit3vu	97	4	,	,	,
cord-264958-dbqit3vu	97	5	we	-PRON-	PRP
cord-264958-dbqit3vu	97	6	should	should	MD
cord-264958-dbqit3vu	97	7	exploit	exploit	VB
cord-264958-dbqit3vu	97	8	this	this	DT
cord-264958-dbqit3vu	97	9	as	as	IN
cord-264958-dbqit3vu	97	10	an	an	DT
cord-264958-dbqit3vu	97	11	opportunity	opportunity	NN
cord-264958-dbqit3vu	97	12	for	for	IN
cord-264958-dbqit3vu	97	13	meaningful	meaningful	JJ
cord-264958-dbqit3vu	97	14	change	change	NN
cord-264958-dbqit3vu	97	15	.	.	.
cord-264958-dbqit3vu	98	1	There	there	EX
cord-264958-dbqit3vu	98	2	is	be	VBZ
cord-264958-dbqit3vu	98	3	ample	ample	JJ
cord-264958-dbqit3vu	98	4	scope	scope	NN
cord-264958-dbqit3vu	98	5	to	to	TO
cord-264958-dbqit3vu	98	6	continue	continue	VB
cord-264958-dbqit3vu	98	7	to	to	TO
cord-264958-dbqit3vu	98	8	deliver	deliver	VB
cord-264958-dbqit3vu	98	9	high	high	JJ
cord-264958-dbqit3vu	98	10	standards	standard	NNS
cord-264958-dbqit3vu	98	11	of	of	IN
cord-264958-dbqit3vu	98	12	training	training	NN
cord-264958-dbqit3vu	98	13	with	with	IN
cord-264958-dbqit3vu	98	14	the	the	DT
cord-264958-dbqit3vu	98	15	utilisation	utilisation	NN
cord-264958-dbqit3vu	98	16	of	of	IN
cord-264958-dbqit3vu	98	17	new	new	JJ
cord-264958-dbqit3vu	98	18	technological	technological	JJ
cord-264958-dbqit3vu	98	19	platforms	platform	NNS
cord-264958-dbqit3vu	98	20	and	and	CC
cord-264958-dbqit3vu	98	21	the	the	DT
cord-264958-dbqit3vu	98	22	repurposing	repurposing	NN
cord-264958-dbqit3vu	98	23	of	of	IN
cord-264958-dbqit3vu	98	24	existing	exist	VBG
cord-264958-dbqit3vu	98	25	ones	one	NNS
cord-264958-dbqit3vu	98	26	.	.	.
cord-264958-dbqit3vu	99	1	We	-PRON-	PRP
cord-264958-dbqit3vu	99	2	argue	argue	VBP
cord-264958-dbqit3vu	99	3	that	that	IN
cord-264958-dbqit3vu	99	4	,	,	,
cord-264958-dbqit3vu	99	5	as	as	IN
cord-264958-dbqit3vu	99	6	Radiologists	radiologist	NNS
cord-264958-dbqit3vu	99	7	,	,	,
cord-264958-dbqit3vu	99	8	we	-PRON-	PRP
cord-264958-dbqit3vu	99	9	are	be	VBP
cord-264958-dbqit3vu	99	10	best	well	RBS
cord-264958-dbqit3vu	99	11	suited	suited	JJ
cord-264958-dbqit3vu	99	12	to	to	TO
cord-264958-dbqit3vu	99	13	maximise	maximise	VB
cord-264958-dbqit3vu	99	14	these	these	DT
cord-264958-dbqit3vu	99	15	new	new	JJ
cord-264958-dbqit3vu	99	16	opportunities	opportunity	NNS
cord-264958-dbqit3vu	99	17	and	and	CC
cord-264958-dbqit3vu	99	18	lead	lead	VB
cord-264958-dbqit3vu	99	19	the	the	DT
cord-264958-dbqit3vu	99	20	way	way	NN
cord-264958-dbqit3vu	99	21	in	in	IN
cord-264958-dbqit3vu	99	22	updating	update	VBG
cord-264958-dbqit3vu	99	23	and	and	CC
cord-264958-dbqit3vu	99	24	improving	improve	VBG
cord-264958-dbqit3vu	99	25	specialty	specialty	NN
cord-264958-dbqit3vu	99	26	training	training	NN
cord-264958-dbqit3vu	99	27	in	in	IN
cord-264958-dbqit3vu	99	28	the	the	DT
cord-264958-dbqit3vu	99	29	UK	UK	NNP
cord-264958-dbqit3vu	99	30	.	.	.
cord-264958-dbqit3vu	100	1	ukCOVID-19	ukcovid-19	JJ
cord-264958-dbqit3vu	100	2	:	:	:
cord-264958-dbqit3vu	100	3	epidemiology	epidemiology	NN
cord-264958-dbqit3vu	100	4	,	,	,
cord-264958-dbqit3vu	100	5	virology	virology	NN
cord-264958-dbqit3vu	100	6	and	and	CC
cord-264958-dbqit3vu	100	7	clinical	clinical	JJ
cord-264958-dbqit3vu	100	8	features	feature	NNS
cord-264958-dbqit3vu	100	9	Available	available	JJ
cord-264958-dbqit3vu	100	10	from	from	IN
cord-264958-dbqit3vu	101	1	:	:	:
cord-264958-dbqit3vu	101	2	Available	available	JJ
cord-264958-dbqit3vu	101	3	for	for	IN
cord-264958-dbqit3vu	101	4	commercial	commercial	JJ
cord-264958-dbqit3vu	101	5	use	use	NN
cord-264958-dbqit3vu	101	6	with	with	IN
cord-264958-dbqit3vu	101	7	no	no	DT
cord-264958-dbqit3vu	101	8	permission	permission	NN
cord-264958-dbqit3vu	101	9	required	require	VBN
cord-264958-dbqit3vu	101	10	.	.	.
cord-264958-dbqit3vu	102	1	URL	url	NN
cord-264958-dbqit3vu	102	2	:	:	:
cord-264958-dbqit3vu	103	1	pixabay	pixabay	NNP
cord-264958-dbqit3vu	103	2	Teaching	Teaching	NNP
cord-264958-dbqit3vu	103	3	remotely	remotely	RB
cord-264958-dbqit3vu	103	4	:	:	:
cord-264958-dbqit3vu	103	5	educating	educate	VBG
cord-264958-dbqit3vu	103	6	radiology	radiology	NN
cord-264958-dbqit3vu	103	7	trainees	trainee	NNS
cord-264958-dbqit3vu	103	8	at	at	IN
cord-264958-dbqit3vu	103	9	the	the	DT
cord-264958-dbqit3vu	103	10	workstation	workstation	NN
cord-264958-dbqit3vu	103	11	in	in	IN
cord-264958-dbqit3vu	103	12	the	the	DT
cord-264958-dbqit3vu	103	13	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	103	14	era	era	NN
cord-264958-dbqit3vu	104	1	The	the	DT
cord-264958-dbqit3vu	104	2	Royal	Royal	NNP
cord-264958-dbqit3vu	104	3	College	College	NNP
cord-264958-dbqit3vu	104	4	of	of	IN
cord-264958-dbqit3vu	104	5	Radiologists	Radiologists	NNPS
cord-264958-dbqit3vu	104	6	.	.	.
cord-264958-dbqit3vu	105	1	Clinical	clinical	JJ
cord-264958-dbqit3vu	105	2	radiology	radiology	NN
cord-264958-dbqit3vu	105	3	UK	UK	NNP
cord-264958-dbqit3vu	105	4	workforce	workforce	NN
cord-264958-dbqit3vu	105	5	census	census	NN
cord-264958-dbqit3vu	106	1	The	the	DT
cord-264958-dbqit3vu	106	2	Royal	Royal	NNP
cord-264958-dbqit3vu	106	3	College	College	NNP
cord-264958-dbqit3vu	106	4	of	of	IN
cord-264958-dbqit3vu	106	5	Radiologists	Radiologists	NNPS
cord-264958-dbqit3vu	106	6	Training	Training	NNP
cord-264958-dbqit3vu	106	7	and	and	CC
cord-264958-dbqit3vu	106	8	coronavirus	coronavirus	NN
cord-264958-dbqit3vu	106	9	(	(	-LRB-
cord-264958-dbqit3vu	106	10	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	106	11	Virtual	Virtual	NNP
cord-264958-dbqit3vu	106	12	Learning	Learning	NNP
cord-264958-dbqit3vu	106	13	During	during	IN
cord-264958-dbqit3vu	106	14	the	the	DT
cord-264958-dbqit3vu	106	15	COVID-19	COVID-19	NNP
cord-264958-dbqit3vu	106	16	Pandemic	Pandemic	NNP
cord-264958-dbqit3vu	106	17	:	:	:
cord-264958-dbqit3vu	107	1	A	a	DT
cord-264958-dbqit3vu	107	2	Disruptive	Disruptive	NNP
cord-264958-dbqit3vu	107	3	Technology	Technology	NNP
cord-264958-dbqit3vu	107	4	in	in	IN
cord-264958-dbqit3vu	107	5	Graduate	Graduate	NNP
cord-264958-dbqit3vu	107	6	Medical	Medical	NNP
cord-264958-dbqit3vu	107	7	Education	Education	NNP
cord-264958-dbqit3vu	107	8	Radiology	Radiology	NNP
cord-264958-dbqit3vu	107	9	education	education	NN
cord-264958-dbqit3vu	107	10	:	:	:
cord-264958-dbqit3vu	107	11	a	a	DT
cord-264958-dbqit3vu	107	12	glimpse	glimpse	NN
cord-264958-dbqit3vu	107	13	into	into	IN
cord-264958-dbqit3vu	107	14	the	the	DT
cord-264958-dbqit3vu	107	15	future	future	NN
cord-264958-dbqit3vu	108	1	The	the	DT
cord-264958-dbqit3vu	108	2	Royal	Royal	NNP
cord-264958-dbqit3vu	108	3	College	College	NNP
cord-264958-dbqit3vu	108	4	of	of	IN
cord-264958-dbqit3vu	108	5	RadiologistsRadiology	RadiologistsRadiology	NNP
cord-264958-dbqit3vu	108	6	-	-	HYPH
cord-264958-dbqit3vu	108	7	Integrated	Integrated	NNP
cord-264958-dbqit3vu	108	8	Training	Training	NNP
cord-264958-dbqit3vu	108	9	Initiative	Initiative	NNP
cord-264958-dbqit3vu	108	10	Radiology	Radiology	NNP
cord-264958-dbqit3vu	108	11	teaching	teach	VBG
cord-264958-dbqit3vu	108	12	files	file	NNS
cord-264958-dbqit3vu	108	13	:	:	:
cord-264958-dbqit3vu	108	14	an	an	DT
cord-264958-dbqit3vu	108	15	assessment	assessment	NN
cord-264958-dbqit3vu	108	16	of	of	IN
cord-264958-dbqit3vu	108	17	their	-PRON-	PRP$
cord-264958-dbqit3vu	108	18	role	role	NN
cord-264958-dbqit3vu	108	19	and	and	CC
cord-264958-dbqit3vu	108	20	desired	desire	VBN
cord-264958-dbqit3vu	108	21	features	feature	NNS
cord-264958-dbqit3vu	108	22	based	base	VBN
cord-264958-dbqit3vu	108	23	on	on	IN
cord-264958-dbqit3vu	108	24	a	a	DT
cord-264958-dbqit3vu	108	25	national	national	JJ
cord-264958-dbqit3vu	108	26	survey	survey	NN
cord-264958-dbqit3vu	108	27	Creating	create	VBG
cord-264958-dbqit3vu	108	28	teaching	teaching	NN
cord-264958-dbqit3vu	108	29	files	file	NNS
cord-264958-dbqit3vu	109	1	Flipped	flip	VBN
cord-264958-dbqit3vu	109	2	classroom	classroom	NN
cord-264958-dbqit3vu	109	3	improves	improve	VBZ
cord-264958-dbqit3vu	109	4	student	student	NN
cord-264958-dbqit3vu	109	5	learning	learn	VBG
cord-264958-dbqit3vu	109	6	in	in	IN
cord-264958-dbqit3vu	109	7	health	health	NN
cord-264958-dbqit3vu	109	8	professions	profession	NNS
cord-264958-dbqit3vu	109	9	education	education	NN
cord-264958-dbqit3vu	109	10	:	:	:
cord-264958-dbqit3vu	110	1	a	a	DT
cord-264958-dbqit3vu	110	2	meta	meta	JJ
cord-264958-dbqit3vu	110	3	-	-	HYPH
cord-264958-dbqit3vu	110	4	analysis	analysis	NN
cord-264958-dbqit3vu	111	1	The	the	DT
cord-264958-dbqit3vu	111	2	authors	author	NNS
cord-264958-dbqit3vu	111	3	would	would	MD
cord-264958-dbqit3vu	111	4	like	like	VB
cord-264958-dbqit3vu	111	5	thank	thank	VB
cord-264958-dbqit3vu	111	6	all	all	PDT
cord-264958-dbqit3vu	111	7	the	the	DT
cord-264958-dbqit3vu	111	8	trainers	trainer	NNS
cord-264958-dbqit3vu	111	9	at	at	IN
cord-264958-dbqit3vu	111	10	Guy	Guy	NNP
cord-264958-dbqit3vu	111	11	's	's	POS
cord-264958-dbqit3vu	111	12	and	and	CC
cord-264958-dbqit3vu	111	13	St	St	NNP
cord-264958-dbqit3vu	111	14	Thomas	Thomas	NNP
cord-264958-dbqit3vu	111	15	's	's	POS
cord-264958-dbqit3vu	111	16	Hospital	Hospital	NNP
cord-264958-dbqit3vu	111	17	Radiology	Radiology	NNP
cord-264958-dbqit3vu	111	18	Department	Department	NNP
cord-264958-dbqit3vu	111	19	who	who	WP
cord-264958-dbqit3vu	111	20	have	have	VBP
cord-264958-dbqit3vu	111	21	continued	continue	VBN
cord-264958-dbqit3vu	111	22	to	to	TO
cord-264958-dbqit3vu	111	23	provide	provide	VB
cord-264958-dbqit3vu	111	24	teaching	teaching	NN
cord-264958-dbqit3vu	111	25	in	in	IN
cord-264958-dbqit3vu	111	26	these	these	DT
cord-264958-dbqit3vu	111	27	difficult	difficult	JJ
cord-264958-dbqit3vu	111	28	times	time	NNS
cord-264958-dbqit3vu	111	29	.	.	.