id	sid	tid	token	lemma	pos
ajlm-2329	1	1	references	reference	NOUN
ajlm-2329	1	2	about	about	ADP
ajlm-2329	1	3	the	the	DET
ajlm-2329	1	4	author(s	author(s	PROPN
ajlm-2329	1	5	)	)	PUNCT
ajlm-2329	1	6	rajiv	rajiv	PROPN
ajlm-2329	1	7	erasmus	erasmus	PROPN
ajlm-2329	1	8	department	department	PROPN
ajlm-2329	1	9	of	of	ADP
ajlm-2329	1	10	chemical	chemical	PROPN
ajlm-2329	1	11	pathology	pathology	PROPN
ajlm-2329	1	12	,	,	PUNCT
ajlm-2329	1	13	faculty	faculty	NOUN
ajlm-2329	1	14	of	of	ADP
ajlm-2329	1	15	medicine	medicine	NOUN
ajlm-2329	1	16	and	and	CCONJ
ajlm-2329	1	17	health	health	NOUN
ajlm-2329	1	18	sciences	sciences	PROPN
ajlm-2329	1	19	,	,	PUNCT
ajlm-2329	1	20	stellenbosch	stellenbosch	PROPN
ajlm-2329	1	21	university	university	PROPN
ajlm-2329	1	22	,	,	PUNCT
ajlm-2329	1	23	cape	cape	NOUN
ajlm-2329	1	24	town	town	NOUN
ajlm-2329	1	25	,	,	PUNCT
ajlm-2329	1	26	south	south	PROPN
ajlm-2329	1	27	africa	africa	PROPN
ajlm-2329	1	28	department	department	PROPN
ajlm-2329	1	29	of	of	ADP
ajlm-2329	1	30	pathology	pathology	PROPN
ajlm-2329	1	31	,	,	PUNCT
ajlm-2329	1	32	faculty	faculty	NOUN
ajlm-2329	1	33	of	of	ADP
ajlm-2329	1	34	medicine	medicine	NOUN
ajlm-2329	1	35	,	,	PUNCT
ajlm-2329	1	36	university	university	PROPN
ajlm-2329	1	37	of	of	ADP
ajlm-2329	1	38	botswana	botswana	PROPN
ajlm-2329	1	39	,	,	PUNCT
ajlm-2329	1	40	gaborone	gaborone	PROPN
ajlm-2329	1	41	,	,	PUNCT
ajlm-2329	1	42	botswana	botswana	PROPN
ajlm-2329	1	43	department	department	PROPN
ajlm-2329	1	44	of	of	ADP
ajlm-2329	1	45	biomedical	biomedical	ADJ
ajlm-2329	1	46	sciences	science	NOUN
ajlm-2329	1	47	,	,	PUNCT
ajlm-2329	1	48	faculty	faculty	NOUN
ajlm-2329	1	49	of	of	ADP
ajlm-2329	1	50	health	health	NOUN
ajlm-2329	1	51	sciences	sciences	PROPN
ajlm-2329	1	52	and	and	CCONJ
ajlm-2329	1	53	wellness	wellness	NOUN
ajlm-2329	1	54	,	,	PUNCT
ajlm-2329	1	55	cape	cape	NOUN
ajlm-2329	1	56	peninsula	peninsula	PROPN
ajlm-2329	1	57	university	university	PROPN
ajlm-2329	1	58	of	of	ADP
ajlm-2329	1	59	technology	technology	NOUN
ajlm-2329	1	60	,	,	PUNCT
ajlm-2329	1	61	cape	cape	NOUN
ajlm-2329	1	62	town	town	NOUN
ajlm-2329	1	63	,	,	PUNCT
ajlm-2329	1	64	south	south	PROPN
ajlm-2329	1	65	africa	africa	PROPN
ajlm-2329	1	66	pascale	pascale	PROPN
ajlm-2329	1	67	ondoa	ondoa	ADJ
ajlm-2329	1	68	african	african	ADJ
ajlm-2329	1	69	society	society	NOUN
ajlm-2329	1	70	for	for	ADP
ajlm-2329	1	71	laboratory	laboratory	NOUN
ajlm-2329	1	72	medicine	medicine	NOUN
ajlm-2329	1	73	,	,	PUNCT
ajlm-2329	1	74	addis	addis	PROPN
ajlm-2329	1	75	ababa	ababa	PROPN
ajlm-2329	1	76	,	,	PUNCT
ajlm-2329	1	77	ethiopia	ethiopia	PROPN
ajlm-2329	1	78	department	department	PROPN
ajlm-2329	1	79	of	of	ADP
ajlm-2329	1	80	global	global	PROPN
ajlm-2329	1	81	health	health	PROPN
ajlm-2329	1	82	,	,	PUNCT
ajlm-2329	1	83	institute	institute	NOUN
ajlm-2329	1	84	of	of	ADP
ajlm-2329	1	85	global	global	ADJ
ajlm-2329	1	86	health	health	PROPN
ajlm-2329	1	87	and	and	CCONJ
ajlm-2329	1	88	development	development	NOUN
ajlm-2329	1	89	,	,	PUNCT
ajlm-2329	1	90	university	university	NOUN
ajlm-2329	1	91	of	of	ADP
ajlm-2329	1	92	amsterdam	amsterdam	PROPN
ajlm-2329	1	93	,	,	PUNCT
ajlm-2329	1	94	amsterdam	amsterdam	PROPN
ajlm-2329	1	95	,	,	PUNCT
ajlm-2329	1	96	the	the	DET
ajlm-2329	1	97	netherlands	netherlands	PROPN
ajlm-2329	1	98	citation	citation	PROPN
ajlm-2329	1	99	erasmus	erasmus	PROPN
ajlm-2329	1	100	r	r	PROPN
ajlm-2329	1	101	,	,	PUNCT
ajlm-2329	1	102	ondoa	ondoa	ADJ
ajlm-2329	1	103	p.	p.	NOUN
ajlm-2329	1	104	taking	take	VERB
ajlm-2329	1	105	the	the	DET
ajlm-2329	1	106	train	train	NOUN
ajlm-2329	1	107	of	of	ADP
ajlm-2329	1	108	digital	digital	ADJ
ajlm-2329	1	109	health	health	NOUN
ajlm-2329	1	110	and	and	CCONJ
ajlm-2329	1	111	artificial	artificial	ADJ
ajlm-2329	1	112	intelligence	intelligence	NOUN
ajlm-2329	1	113	to	to	PART
ajlm-2329	1	114	improve	improve	VERB
ajlm-2329	1	115	medical	medical	ADJ
ajlm-2329	1	116	laboratory	laboratory	NOUN
ajlm-2329	1	117	service	service	NOUN
ajlm-2329	1	118	in	in	ADP
ajlm-2329	1	119	africa	africa	PROPN
ajlm-2329	1	120	:	:	PUNCT
ajlm-2329	1	121	key	key	ADJ
ajlm-2329	1	122	considerations	consideration	NOUN
ajlm-2329	1	123	.	.	PUNCT
ajlm-2329	2	1	afr	afr	PROPN
ajlm-2329	2	2	j	j	PROPN
ajlm-2329	2	3	lab	lab	PROPN
ajlm-2329	2	4	med	med	PROPN
ajlm-2329	2	5	.	.	PUNCT
ajlm-2329	3	1	2023;12(1	2023;12(1	NUM
ajlm-2329	3	2	)	)	PUNCT
ajlm-2329	3	3	,	,	PUNCT
ajlm-2329	3	4	a2329	a2329	PROPN
ajlm-2329	3	5	.	.	PUNCT
ajlm-2329	4	1	https://doi.org/10.4102/ajlm.v12i1.2329	https://doi.org/10.4102/ajlm.v12i1.2329	X
ajlm-2329	4	2	editorial	editorial	NOUN
ajlm-2329	4	3	taking	take	VERB
ajlm-2329	4	4	the	the	DET
ajlm-2329	4	5	train	train	NOUN
ajlm-2329	4	6	of	of	ADP
ajlm-2329	4	7	digital	digital	ADJ
ajlm-2329	4	8	health	health	NOUN
ajlm-2329	4	9	and	and	CCONJ
ajlm-2329	4	10	artificial	artificial	ADJ
ajlm-2329	4	11	intelligence	intelligence	NOUN
ajlm-2329	4	12	to	to	PART
ajlm-2329	4	13	improve	improve	VERB
ajlm-2329	4	14	medical	medical	ADJ
ajlm-2329	4	15	laboratory	laboratory	NOUN
ajlm-2329	4	16	service	service	NOUN
ajlm-2329	4	17	in	in	ADP
ajlm-2329	4	18	africa	africa	PROPN
ajlm-2329	4	19	:	:	PUNCT
ajlm-2329	4	20	key	key	ADJ
ajlm-2329	4	21	considerations	consideration	NOUN
ajlm-2329	4	22	rajiv	rajiv	PROPN
ajlm-2329	4	23	erasmus	erasmus	PROPN
ajlm-2329	4	24	,	,	PUNCT
ajlm-2329	4	25	pascale	pascale	PROPN
ajlm-2329	4	26	ondoa	ondoa	NOUN
ajlm-2329	4	27	copyright	copyright	NOUN
ajlm-2329	4	28	:	:	PUNCT
ajlm-2329	4	29	©	©	PROPN
ajlm-2329	4	30	2023	2023	NUM
ajlm-2329	4	31	.	.	PUNCT
ajlm-2329	5	1	the	the	DET
ajlm-2329	5	2	author(s	author(s	NOUN
ajlm-2329	5	3	)	)	PUNCT
ajlm-2329	5	4	.	.	PUNCT
ajlm-2329	6	1	licensee	licensee	NOUN
ajlm-2329	6	2	:	:	PUNCT
ajlm-2329	6	3	aosis	aosis	NOUN
ajlm-2329	6	4	.	.	PUNCT
ajlm-2329	7	1	this	this	PRON
ajlm-2329	7	2	is	be	AUX
ajlm-2329	7	3	an	an	DET
ajlm-2329	7	4	open	open	ADJ
ajlm-2329	7	5	access	access	NOUN
ajlm-2329	7	6	article	article	NOUN
ajlm-2329	7	7	distributed	distribute	VERB
ajlm-2329	7	8	under	under	ADP
ajlm-2329	7	9	the	the	DET
ajlm-2329	7	10	terms	term	NOUN
ajlm-2329	7	11	of	of	ADP
ajlm-2329	7	12	the	the	DET
ajlm-2329	7	13	creative	creative	ADJ
ajlm-2329	7	14	commons	common	NOUN
ajlm-2329	7	15	attribution	attribution	NOUN
ajlm-2329	7	16	license	license	NOUN
ajlm-2329	7	17	,	,	PUNCT
ajlm-2329	7	18	which	which	PRON
ajlm-2329	7	19	permits	permit	VERB
ajlm-2329	7	20	unrestricted	unrestricted	ADJ
ajlm-2329	7	21	use	use	NOUN
ajlm-2329	7	22	,	,	PUNCT
ajlm-2329	7	23	distribution	distribution	NOUN
ajlm-2329	7	24	,	,	PUNCT
ajlm-2329	7	25	and	and	CCONJ
ajlm-2329	7	26	reproduction	reproduction	NOUN
ajlm-2329	7	27	in	in	ADP
ajlm-2329	7	28	any	any	DET
ajlm-2329	7	29	medium	medium	NOUN
ajlm-2329	7	30	,	,	PUNCT
ajlm-2329	7	31	provided	provide	VERB
ajlm-2329	7	32	the	the	DET
ajlm-2329	7	33	original	original	ADJ
ajlm-2329	7	34	work	work	NOUN
ajlm-2329	7	35	is	be	AUX
ajlm-2329	7	36	properly	properly	ADV
ajlm-2329	7	37	cited	cite	VERB
ajlm-2329	7	38	.	.	PUNCT
ajlm-2329	8	1	similar	similar	ADJ
ajlm-2329	8	2	to	to	ADP
ajlm-2329	8	3	other	other	ADJ
ajlm-2329	8	4	scientific	scientific	ADJ
ajlm-2329	8	5	fields	field	NOUN
ajlm-2329	8	6	,	,	PUNCT
ajlm-2329	8	7	laboratory	laboratory	NOUN
ajlm-2329	8	8	medicine	medicine	NOUN
ajlm-2329	8	9	is	be	AUX
ajlm-2329	8	10	undergoing	undergo	VERB
ajlm-2329	8	11	a	a	DET
ajlm-2329	8	12	digital	digital	ADJ
ajlm-2329	8	13	revolution	revolution	NOUN
ajlm-2329	8	14	.	.	PUNCT
ajlm-2329	9	1	software	software	NOUN
ajlm-2329	9	2	,	,	PUNCT
ajlm-2329	9	3	algorithms	algorithm	NOUN
ajlm-2329	9	4	and	and	CCONJ
ajlm-2329	9	5	digital	digital	ADJ
ajlm-2329	9	6	applications	application	NOUN
ajlm-2329	9	7	are	be	AUX
ajlm-2329	9	8	increasingly	increasingly	ADV
ajlm-2329	9	9	incorporated	incorporate	VERB
ajlm-2329	9	10	into	into	ADP
ajlm-2329	9	11	in	in	ADP
ajlm-2329	9	12	-	-	PUNCT
ajlm-2329	9	13	vitro	vitro	X
ajlm-2329	9	14	diagnostics	diagnostic	NOUN
ajlm-2329	9	15	to	to	PART
ajlm-2329	9	16	enhance	enhance	VERB
ajlm-2329	9	17	automated	automate	VERB
ajlm-2329	9	18	processes	process	NOUN
ajlm-2329	9	19	for	for	ADP
ajlm-2329	9	20	the	the	DET
ajlm-2329	9	21	collection	collection	NOUN
ajlm-2329	9	22	,	,	PUNCT
ajlm-2329	9	23	storage	storage	NOUN
ajlm-2329	9	24	,	,	PUNCT
ajlm-2329	9	25	integration	integration	NOUN
ajlm-2329	9	26	and	and	CCONJ
ajlm-2329	9	27	analysis	analysis	NOUN
ajlm-2329	9	28	of	of	ADP
ajlm-2329	9	29	data	datum	NOUN
ajlm-2329	9	30	to	to	PART
ajlm-2329	9	31	inform	inform	VERB
ajlm-2329	9	32	patient	patient	ADJ
ajlm-2329	9	33	management	management	NOUN
ajlm-2329	9	34	,	,	PUNCT
ajlm-2329	9	35	to	to	PART
ajlm-2329	9	36	aid	aid	VERB
ajlm-2329	9	37	in	in	ADP
ajlm-2329	9	38	population	population	NOUN
ajlm-2329	9	39	-	-	PUNCT
ajlm-2329	9	40	based	base	VERB
ajlm-2329	9	41	investigations	investigation	NOUN
ajlm-2329	9	42	,	,	PUNCT
ajlm-2329	9	43	or	or	CCONJ
ajlm-2329	9	44	to	to	PART
ajlm-2329	9	45	improve	improve	VERB
ajlm-2329	9	46	the	the	DET
ajlm-2329	9	47	quality	quality	NOUN
ajlm-2329	9	48	and	and	CCONJ
ajlm-2329	9	49	effectiveness	effectiveness	NOUN
ajlm-2329	9	50	of	of	ADP
ajlm-2329	9	51	laboratory	laboratory	NOUN
ajlm-2329	9	52	testing.1,2	testing.1,2	PROPN
ajlm-2329	9	53	some	some	PRON
ajlm-2329	9	54	of	of	ADP
ajlm-2329	9	55	the	the	DET
ajlm-2329	9	56	most	most	ADV
ajlm-2329	9	57	popular	popular	ADJ
ajlm-2329	9	58	examples	example	NOUN
ajlm-2329	9	59	of	of	ADP
ajlm-2329	9	60	how	how	SCONJ
ajlm-2329	9	61	digitisation	digitisation	NOUN
ajlm-2329	9	62	can	can	AUX
ajlm-2329	9	63	revolutionise	revolutionise	VERB
ajlm-2329	9	64	the	the	DET
ajlm-2329	9	65	practice	practice	NOUN
ajlm-2329	9	66	of	of	ADP
ajlm-2329	9	67	laboratory	laboratory	NOUN
ajlm-2329	9	68	medicine	medicine	NOUN
ajlm-2329	9	69	in	in	ADP
ajlm-2329	9	70	africa	africa	PROPN
ajlm-2329	9	71	include	include	VERB
ajlm-2329	9	72	automation	automation	NOUN
ajlm-2329	9	73	of	of	ADP
ajlm-2329	9	74	specimen	speciman	NOUN
ajlm-2329	9	75	management	management	NOUN
ajlm-2329	9	76	and	and	CCONJ
ajlm-2329	9	77	testing	testing	NOUN
ajlm-2329	9	78	(	(	PUNCT
ajlm-2329	9	79	e.g.	e.g.	ADV
ajlm-2329	9	80	,	,	PUNCT
ajlm-2329	9	81	cobas	cobas	ADJ
ajlm-2329	9	82	®	®	NOUN
ajlm-2329	9	83	system	system	NOUN
ajlm-2329	9	84	workflow	workflow	NOUN
ajlm-2329	9	85	from	from	ADP
ajlm-2329	9	86	roche	roche	PROPN
ajlm-2329	9	87	)	)	PUNCT
ajlm-2329	9	88	,	,	PUNCT
ajlm-2329	9	89	connection	connection	NOUN
ajlm-2329	9	90	of	of	ADP
ajlm-2329	9	91	various	various	ADJ
ajlm-2329	9	92	instruments	instrument	NOUN
ajlm-2329	9	93	to	to	PART
ajlm-2329	9	94	monitor	monitor	VERB
ajlm-2329	9	95	their	their	PRON
ajlm-2329	9	96	functionality	functionality	NOUN
ajlm-2329	9	97	in	in	ADP
ajlm-2329	9	98	real	real	ADJ
ajlm-2329	9	99	time	time	NOUN
ajlm-2329	9	100	and	and	CCONJ
ajlm-2329	9	101	assist	assist	VERB
ajlm-2329	9	102	operators	operator	NOUN
ajlm-2329	9	103	(	(	PUNCT
ajlm-2329	9	104	e.g.	e.g.	ADV
ajlm-2329	9	105	,	,	PUNCT
ajlm-2329	9	106	genexpert	genexpert	ADJ
ajlm-2329	9	107	®	®	NOUN
ajlm-2329	9	108	from	from	ADP
ajlm-2329	9	109	cepheid	cepheid	NOUN
ajlm-2329	9	110	)	)	PUNCT
ajlm-2329	9	111	,	,	PUNCT
ajlm-2329	9	112	and	and	CCONJ
ajlm-2329	9	113	laboratory	laboratory	NOUN
ajlm-2329	9	114	information	information	NOUN
ajlm-2329	9	115	systems	system	NOUN
ajlm-2329	9	116	that	that	PRON
ajlm-2329	9	117	support	support	VERB
ajlm-2329	9	118	the	the	DET
ajlm-2329	9	119	swift	swift	ADJ
ajlm-2329	9	120	reporting	reporting	NOUN
ajlm-2329	9	121	of	of	ADP
ajlm-2329	9	122	test	test	NOUN
ajlm-2329	9	123	results	result	NOUN
ajlm-2329	9	124	and	and	CCONJ
ajlm-2329	9	125	real	real	ADJ
ajlm-2329	9	126	-	-	PUNCT
ajlm-2329	9	127	time	time	NOUN
ajlm-2329	9	128	diagnostics	diagnostic	NOUN
ajlm-2329	9	129	of	of	ADP
ajlm-2329	9	130	the	the	DET
ajlm-2329	9	131	performance	performance	NOUN
ajlm-2329	9	132	of	of	ADP
ajlm-2329	9	133	entire	entire	ADJ
ajlm-2329	9	134	laboratory	laboratory	NOUN
ajlm-2329	9	135	networks	network	NOUN
ajlm-2329	9	136	.	.	PUNCT
ajlm-2329	10	1	digital	digital	ADJ
ajlm-2329	10	2	technologies	technology	NOUN
ajlm-2329	10	3	are	be	AUX
ajlm-2329	10	4	also	also	ADV
ajlm-2329	10	5	being	be	AUX
ajlm-2329	10	6	used	use	VERB
ajlm-2329	10	7	to	to	PART
ajlm-2329	10	8	streamline	streamline	VERB
ajlm-2329	10	9	processes	process	NOUN
ajlm-2329	10	10	for	for	ADP
ajlm-2329	10	11	quality	quality	NOUN
ajlm-2329	10	12	assurance	assurance	NOUN
ajlm-2329	10	13	and	and	CCONJ
ajlm-2329	10	14	laboratory	laboratory	NOUN
ajlm-2329	10	15	operations.3	operations.3	PROPN
ajlm-2329	10	16	digitised	digitise	VERB
ajlm-2329	10	17	laboratory	laboratory	NOUN
ajlm-2329	10	18	testing	testing	NOUN
ajlm-2329	10	19	processes	process	NOUN
ajlm-2329	10	20	provide	provide	VERB
ajlm-2329	10	21	new	new	ADJ
ajlm-2329	10	22	opportunities	opportunity	NOUN
ajlm-2329	10	23	for	for	ADP
ajlm-2329	10	24	uncovering	uncover	VERB
ajlm-2329	10	25	trends	trend	NOUN
ajlm-2329	10	26	,	,	PUNCT
ajlm-2329	10	27	increase	increase	VERB
ajlm-2329	10	28	the	the	DET
ajlm-2329	10	29	usability	usability	NOUN
ajlm-2329	10	30	of	of	ADP
ajlm-2329	10	31	state	state	NOUN
ajlm-2329	10	32	-	-	PUNCT
ajlm-2329	10	33	of	of	ADP
ajlm-2329	10	34	-	-	PUNCT
ajlm-2329	10	35	the	the	DET
ajlm-2329	10	36	-	-	PUNCT
ajlm-2329	10	37	art	art	NOUN
ajlm-2329	10	38	technology	technology	NOUN
ajlm-2329	10	39	and	and	CCONJ
ajlm-2329	10	40	may	may	AUX
ajlm-2329	10	41	accelerate	accelerate	VERB
ajlm-2329	10	42	the	the	DET
ajlm-2329	10	43	utilisation	utilisation	NOUN
ajlm-2329	10	44	of	of	ADP
ajlm-2329	10	45	test	test	NOUN
ajlm-2329	10	46	results	result	NOUN
ajlm-2329	10	47	for	for	ADP
ajlm-2329	10	48	improved	improved	ADJ
ajlm-2329	10	49	patient	patient	NOUN
ajlm-2329	10	50	and	and	CCONJ
ajlm-2329	10	51	public	public	ADJ
ajlm-2329	10	52	health	health	NOUN
ajlm-2329	10	53	outcomes.3,4,5	outcomes.3,4,5	ADP
ajlm-2329	10	54	the	the	DET
ajlm-2329	10	55	emergence	emergence	NOUN
ajlm-2329	10	56	of	of	ADP
ajlm-2329	10	57	digital	digital	ADJ
ajlm-2329	10	58	data	datum	NOUN
ajlm-2329	10	59	in	in	ADP
ajlm-2329	10	60	the	the	DET
ajlm-2329	10	61	field	field	NOUN
ajlm-2329	10	62	of	of	ADP
ajlm-2329	10	63	laboratory	laboratory	NOUN
ajlm-2329	10	64	medicine	medicine	NOUN
ajlm-2329	10	65	brings	bring	VERB
ajlm-2329	10	66	the	the	DET
ajlm-2329	10	67	possibility	possibility	NOUN
ajlm-2329	10	68	of	of	ADP
ajlm-2329	10	69	using	use	VERB
ajlm-2329	10	70	artificial	artificial	ADJ
ajlm-2329	10	71	intelligence	intelligence	NOUN
ajlm-2329	10	72	(	(	PUNCT
ajlm-2329	10	73	ai	ai	NOUN
ajlm-2329	10	74	)	)	PUNCT
ajlm-2329	10	75	to	to	PART
ajlm-2329	10	76	aid	aid	VERB
ajlm-2329	10	77	in	in	ADP
ajlm-2329	10	78	clinical	clinical	ADJ
ajlm-2329	10	79	decision	decision	NOUN
ajlm-2329	10	80	-	-	PUNCT
ajlm-2329	10	81	making	making	NOUN
ajlm-2329	10	82	,	,	PUNCT
ajlm-2329	10	83	disease	disease	NOUN
ajlm-2329	10	84	monitoring	monitoring	NOUN
ajlm-2329	10	85	and	and	CCONJ
ajlm-2329	10	86	prediction	prediction	NOUN
ajlm-2329	10	87	of	of	ADP
ajlm-2329	10	88	outcomes	outcome	NOUN
ajlm-2329	10	89	and	and	CCONJ
ajlm-2329	10	90	patient	patient	ADJ
ajlm-2329	10	91	safety	safety	NOUN
ajlm-2329	10	92	.	.	PUNCT
ajlm-2329	11	1	artificial	artificial	ADJ
ajlm-2329	11	2	intelligence	intelligence	NOUN
ajlm-2329	11	3	is	be	AUX
ajlm-2329	11	4	defined	define	VERB
ajlm-2329	11	5	as	as	ADP
ajlm-2329	11	6	the	the	DET
ajlm-2329	11	7	ability	ability	NOUN
ajlm-2329	11	8	of	of	ADP
ajlm-2329	11	9	computer	computer	NOUN
ajlm-2329	11	10	systems	system	NOUN
ajlm-2329	11	11	to	to	PART
ajlm-2329	11	12	perform	perform	VERB
ajlm-2329	11	13	tasks	task	NOUN
ajlm-2329	11	14	that	that	PRON
ajlm-2329	11	15	normally	normally	ADV
ajlm-2329	11	16	require	require	VERB
ajlm-2329	11	17	human	human	ADJ
ajlm-2329	11	18	intelligence	intelligence	NOUN
ajlm-2329	11	19	,	,	PUNCT
ajlm-2329	11	20	such	such	ADJ
ajlm-2329	11	21	as	as	ADP
ajlm-2329	11	22	learning	learning	NOUN
ajlm-2329	11	23	,	,	PUNCT
ajlm-2329	11	24	problem	problem	NOUN
ajlm-2329	11	25	-	-	PUNCT
ajlm-2329	11	26	solving	solve	VERB
ajlm-2329	11	27	,	,	PUNCT
ajlm-2329	11	28	visual	visual	ADJ
ajlm-2329	11	29	perception	perception	NOUN
ajlm-2329	11	30	,	,	PUNCT
ajlm-2329	11	31	decision	decision	NOUN
ajlm-2329	11	32	-	-	PUNCT
ajlm-2329	11	33	making	making	NOUN
ajlm-2329	11	34	and	and	CCONJ
ajlm-2329	11	35	communication.4,5,6,7,8	communication.4,5,6,7,8	ADP
ajlm-2329	11	36	artificial	artificial	ADJ
ajlm-2329	11	37	intelligence	intelligence	NOUN
ajlm-2329	11	38	takes	take	VERB
ajlm-2329	11	39	advantage	advantage	NOUN
ajlm-2329	11	40	of	of	ADP
ajlm-2329	11	41	digital	digital	ADJ
ajlm-2329	11	42	data	datum	NOUN
ajlm-2329	11	43	to	to	PART
ajlm-2329	11	44	integrate	integrate	VERB
ajlm-2329	11	45	health	health	NOUN
ajlm-2329	11	46	records	record	NOUN
ajlm-2329	11	47	,	,	PUNCT
ajlm-2329	11	48	symptom	symptom	NOUN
ajlm-2329	11	49	profiles	profile	NOUN
ajlm-2329	11	50	,	,	PUNCT
ajlm-2329	11	51	demographic	demographic	ADJ
ajlm-2329	11	52	data	datum	NOUN
ajlm-2329	11	53	and	and	CCONJ
ajlm-2329	11	54	other	other	ADJ
ajlm-2329	11	55	patient	patient	ADJ
ajlm-2329	11	56	information	information	NOUN
ajlm-2329	11	57	to	to	PART
ajlm-2329	11	58	better	well	ADV
ajlm-2329	11	59	predict	predict	VERB
ajlm-2329	11	60	diagnoses	diagnosis	NOUN
ajlm-2329	11	61	and	and	CCONJ
ajlm-2329	11	62	recommend	recommend	VERB
ajlm-2329	11	63	treatments	treatment	NOUN
ajlm-2329	11	64	.	.	PUNCT
ajlm-2329	12	1	machine	machine	NOUN
ajlm-2329	12	2	learning	learning	NOUN
ajlm-2329	12	3	is	be	AUX
ajlm-2329	12	4	the	the	DET
ajlm-2329	12	5	type	type	NOUN
ajlm-2329	12	6	of	of	ADP
ajlm-2329	12	7	ai	ai	AUX
ajlm-2329	12	8	most	most	ADV
ajlm-2329	12	9	frequently	frequently	ADV
ajlm-2329	12	10	used	use	VERB
ajlm-2329	12	11	in	in	ADP
ajlm-2329	12	12	laboratory	laboratory	NOUN
ajlm-2329	12	13	medicine	medicine	NOUN
ajlm-2329	12	14	.	.	PUNCT
ajlm-2329	13	1	one	one	NUM
ajlm-2329	13	2	example	example	NOUN
ajlm-2329	13	3	of	of	ADP
ajlm-2329	13	4	machine	machine	NOUN
ajlm-2329	13	5	learning	learning	NOUN
ajlm-2329	13	6	is	be	AUX
ajlm-2329	13	7	a	a	DET
ajlm-2329	13	8	computer	computer	NOUN
ajlm-2329	13	9	algorithm	algorithm	NOUN
ajlm-2329	13	10	that	that	PRON
ajlm-2329	13	11	can	can	AUX
ajlm-2329	13	12	‘	'	PUNCT
ajlm-2329	13	13	digest	digest	VERB
ajlm-2329	13	14	’	'	PUNCT
ajlm-2329	13	15	historical	historical	ADJ
ajlm-2329	13	16	information	information	NOUN
ajlm-2329	13	17	from	from	ADP
ajlm-2329	13	18	thousands	thousand	NOUN
ajlm-2329	13	19	of	of	ADP
ajlm-2329	13	20	pathology	pathology	NOUN
ajlm-2329	13	21	slides	slide	NOUN
ajlm-2329	13	22	,	,	PUNCT
ajlm-2329	13	23	identify	identify	VERB
ajlm-2329	13	24	patterns	pattern	NOUN
ajlm-2329	13	25	of	of	ADP
ajlm-2329	13	26	interpretation	interpretation	NOUN
ajlm-2329	13	27	and	and	CCONJ
ajlm-2329	13	28	develop	develop	VERB
ajlm-2329	13	29	an	an	DET
ajlm-2329	13	30	algorithm	algorithm	NOUN
ajlm-2329	13	31	for	for	ADP
ajlm-2329	13	32	detecting	detect	VERB
ajlm-2329	13	33	cancer	cancer	NOUN
ajlm-2329	13	34	cells	cell	NOUN
ajlm-2329	13	35	quickly	quickly	ADV
ajlm-2329	13	36	through	through	ADP
ajlm-2329	13	37	reducing	reduce	VERB
ajlm-2329	13	38	human	human	ADJ
ajlm-2329	13	39	interpretation	interpretation	NOUN
ajlm-2329	13	40	errors	error	NOUN
ajlm-2329	13	41	as	as	ADV
ajlm-2329	13	42	well	well	ADV
ajlm-2329	13	43	as	as	ADP
ajlm-2329	13	44	the	the	DET
ajlm-2329	13	45	length	length	NOUN
ajlm-2329	13	46	of	of	ADP
ajlm-2329	13	47	time	time	NOUN
ajlm-2329	13	48	required	require	VERB
ajlm-2329	13	49	for	for	ADP
ajlm-2329	13	50	visual	visual	ADJ
ajlm-2329	13	51	inspection	inspection	NOUN
ajlm-2329	13	52	by	by	ADP
ajlm-2329	13	53	a	a	DET
ajlm-2329	13	54	human	human	NOUN
ajlm-2329	13	55	operator.4,5,6,7,8	operator.4,5,6,7,8	PRON
ajlm-2329	13	56	in	in	ADP
ajlm-2329	13	57	another	another	DET
ajlm-2329	13	58	interesting	interesting	ADJ
ajlm-2329	13	59	use	use	NOUN
ajlm-2329	13	60	of	of	ADP
ajlm-2329	13	61	ai	ai	NOUN
ajlm-2329	13	62	,	,	PUNCT
ajlm-2329	13	63	machine	machine	NOUN
ajlm-2329	13	64	learning	learning	NOUN
ajlm-2329	13	65	has	have	AUX
ajlm-2329	13	66	been	be	AUX
ajlm-2329	13	67	used	use	VERB
ajlm-2329	13	68	in	in	ADP
ajlm-2329	13	69	the	the	DET
ajlm-2329	13	70	prediction	prediction	NOUN
ajlm-2329	13	71	of	of	ADP
ajlm-2329	13	72	the	the	DET
ajlm-2329	13	73	spread	spread	NOUN
ajlm-2329	13	74	of	of	ADP
ajlm-2329	13	75	coronavirus	coronavirus	NOUN
ajlm-2329	13	76	disease	disease	NOUN
ajlm-2329	13	77	2019	2019	NUM
ajlm-2329	13	78	,	,	PUNCT
ajlm-2329	13	79	by	by	ADP
ajlm-2329	13	80	analysis	analysis	NOUN
ajlm-2329	13	81	of	of	ADP
ajlm-2329	13	82	viral	viral	ADJ
ajlm-2329	13	83	variant	variant	ADJ
ajlm-2329	13	84	data	datum	NOUN
ajlm-2329	13	85	,	,	PUNCT
ajlm-2329	13	86	hot	hot	ADJ
ajlm-2329	13	87	spots	spot	NOUN
ajlm-2329	13	88	and	and	CCONJ
ajlm-2329	13	89	contact	contact	NOUN
ajlm-2329	13	90	tracing.2	tracing.2	DET
ajlm-2329	13	91	artificial	artificial	ADJ
ajlm-2329	13	92	intelligence	intelligence	NOUN
ajlm-2329	13	93	may	may	AUX
ajlm-2329	13	94	also	also	ADV
ajlm-2329	13	95	be	be	AUX
ajlm-2329	13	96	able	able	ADJ
ajlm-2329	13	97	to	to	PART
ajlm-2329	13	98	assist	assist	VERB
ajlm-2329	13	99	in	in	ADP
ajlm-2329	13	100	the	the	DET
ajlm-2329	13	101	development	development	NOUN
ajlm-2329	13	102	of	of	ADP
ajlm-2329	13	103	new	new	ADJ
ajlm-2329	13	104	diagnostics	diagnostic	NOUN
ajlm-2329	13	105	and	and	CCONJ
ajlm-2329	13	106	treatment	treatment	NOUN
ajlm-2329	13	107	strategies	strategy	NOUN
ajlm-2329	13	108	,	,	PUNCT
ajlm-2329	13	109	which	which	PRON
ajlm-2329	13	110	would	would	AUX
ajlm-2329	13	111	be	be	AUX
ajlm-2329	13	112	an	an	DET
ajlm-2329	13	113	important	important	ADJ
ajlm-2329	13	114	advance.9	advance.9	NOUN
ajlm-2329	13	115	the	the	DET
ajlm-2329	13	116	integration	integration	NOUN
ajlm-2329	13	117	of	of	ADP
ajlm-2329	13	118	digitisation	digitisation	NOUN
ajlm-2329	13	119	and	and	CCONJ
ajlm-2329	13	120	ai	ai	VERB
ajlm-2329	13	121	into	into	ADP
ajlm-2329	13	122	laboratory	laboratory	NOUN
ajlm-2329	13	123	medicine	medicine	NOUN
ajlm-2329	13	124	certainly	certainly	ADV
ajlm-2329	13	125	has	have	AUX
ajlm-2329	13	126	the	the	DET
ajlm-2329	13	127	potential	potential	NOUN
ajlm-2329	13	128	to	to	PART
ajlm-2329	13	129	improve	improve	VERB
ajlm-2329	13	130	the	the	DET
ajlm-2329	13	131	accuracy	accuracy	NOUN
ajlm-2329	13	132	,	,	PUNCT
ajlm-2329	13	133	efficiency	efficiency	NOUN
ajlm-2329	13	134	,	,	PUNCT
ajlm-2329	13	135	usability	usability	NOUN
ajlm-2329	13	136	and	and	CCONJ
ajlm-2329	13	137	productivity	productivity	NOUN
ajlm-2329	13	138	of	of	ADP
ajlm-2329	13	139	laboratory	laboratory	NOUN
ajlm-2329	13	140	services	service	NOUN
ajlm-2329	13	141	.	.	PUNCT
ajlm-2329	14	1	indeed	indeed	ADV
ajlm-2329	14	2	,	,	PUNCT
ajlm-2329	14	3	the	the	DET
ajlm-2329	14	4	simultaneous	simultaneous	ADJ
ajlm-2329	14	5	scaling	scaling	NOUN
ajlm-2329	14	6	up	up	ADP
ajlm-2329	14	7	of	of	ADP
ajlm-2329	14	8	paper	paper	NOUN
ajlm-2329	14	9	-	-	PUNCT
ajlm-2329	14	10	based	base	VERB
ajlm-2329	14	11	information	information	NOUN
ajlm-2329	14	12	,	,	PUNCT
ajlm-2329	14	13	digitisation	digitisation	NOUN
ajlm-2329	14	14	of	of	ADP
ajlm-2329	14	15	information	information	NOUN
ajlm-2329	14	16	and	and	CCONJ
ajlm-2329	14	17	processes	process	NOUN
ajlm-2329	14	18	,	,	PUNCT
ajlm-2329	14	19	and	and	CCONJ
ajlm-2329	14	20	implementation	implementation	NOUN
ajlm-2329	14	21	of	of	ADP
ajlm-2329	14	22	ai	ai	NOUN
ajlm-2329	14	23	are	be	AUX
ajlm-2329	14	24	creating	create	VERB
ajlm-2329	14	25	unique	unique	ADJ
ajlm-2329	14	26	opportunities	opportunity	NOUN
ajlm-2329	14	27	for	for	ADP
ajlm-2329	14	28	leapfrogging	leapfrog	VERB
ajlm-2329	14	29	from	from	ADP
ajlm-2329	14	30	a	a	DET
ajlm-2329	14	31	conventional	conventional	ADJ
ajlm-2329	14	32	landline	landline	NOUN
ajlm-2329	14	33	system	system	NOUN
ajlm-2329	14	34	to	to	ADP
ajlm-2329	14	35	a	a	DET
ajlm-2329	14	36	digital	digital	ADJ
ajlm-2329	14	37	diagnostic	diagnostic	ADJ
ajlm-2329	14	38	ecosystem	ecosystem	NOUN
ajlm-2329	14	39	.	.	PUNCT
ajlm-2329	15	1	however	however	ADV
ajlm-2329	15	2	,	,	PUNCT
ajlm-2329	15	3	for	for	ADP
ajlm-2329	15	4	african	african	ADJ
ajlm-2329	15	5	health	health	NOUN
ajlm-2329	15	6	systems	system	NOUN
ajlm-2329	15	7	that	that	PRON
ajlm-2329	15	8	already	already	ADV
ajlm-2329	15	9	face	face	VERB
ajlm-2329	15	10	well	well	ADV
ajlm-2329	15	11	-	-	PUNCT
ajlm-2329	15	12	known	know	VERB
ajlm-2329	15	13	chronic	chronic	ADJ
ajlm-2329	15	14	challenges	challenge	NOUN
ajlm-2329	15	15	,	,	PUNCT
ajlm-2329	15	16	these	these	DET
ajlm-2329	15	17	changes	change	NOUN
ajlm-2329	15	18	also	also	ADV
ajlm-2329	15	19	pose	pose	VERB
ajlm-2329	15	20	risks	risk	NOUN
ajlm-2329	15	21	for	for	ADP
ajlm-2329	15	22	overwhelming	overwhelming	ADJ
ajlm-2329	15	23	laboratory	laboratory	NOUN
ajlm-2329	15	24	medicine	medicine	NOUN
ajlm-2329	15	25	with	with	ADP
ajlm-2329	15	26	too	too	ADV
ajlm-2329	15	27	many	many	ADJ
ajlm-2329	15	28	challenges	challenge	NOUN
ajlm-2329	15	29	or	or	CCONJ
ajlm-2329	15	30	inadequate	inadequate	ADJ
ajlm-2329	15	31	technology	technology	NOUN
ajlm-2329	15	32	to	to	PART
ajlm-2329	15	33	meet	meet	VERB
ajlm-2329	15	34	them.10	them.10	ADV
ajlm-2329	15	35	undoubtedly	undoubtedly	ADV
ajlm-2329	15	36	,	,	PUNCT
ajlm-2329	15	37	integrating	integrate	VERB
ajlm-2329	15	38	digitisation	digitisation	NOUN
ajlm-2329	15	39	and	and	CCONJ
ajlm-2329	15	40	ai	ai	VERB
ajlm-2329	15	41	into	into	ADP
ajlm-2329	15	42	laboratory	laboratory	NOUN
ajlm-2329	15	43	and	and	CCONJ
ajlm-2329	15	44	diagnostic	diagnostic	ADJ
ajlm-2329	15	45	services	service	NOUN
ajlm-2329	15	46	implementation	implementation	NOUN
ajlm-2329	15	47	in	in	ADP
ajlm-2329	15	48	the	the	DET
ajlm-2329	15	49	lowand	lowand	ADJ
ajlm-2329	15	50	middle	middle	ADJ
ajlm-2329	15	51	-	-	PUNCT
ajlm-2329	15	52	income	income	NOUN
ajlm-2329	15	53	settings	setting	NOUN
ajlm-2329	15	54	of	of	ADP
ajlm-2329	15	55	africa	africa	PROPN
ajlm-2329	15	56	is	be	AUX
ajlm-2329	15	57	expected	expect	VERB
ajlm-2329	15	58	to	to	PART
ajlm-2329	15	59	pose	pose	VERB
ajlm-2329	15	60	some	some	DET
ajlm-2329	15	61	challenges	challenge	NOUN
ajlm-2329	15	62	and	and	CCONJ
ajlm-2329	15	63	barriers	barrier	NOUN
ajlm-2329	15	64	.	.	PUNCT
ajlm-2329	16	1	these	these	PRON
ajlm-2329	16	2	include	include	VERB
ajlm-2329	16	3	:	:	PUNCT
ajlm-2329	16	4	(	(	PUNCT
ajlm-2329	16	5	1	1	X
ajlm-2329	16	6	)	)	PUNCT
ajlm-2329	16	7	investment	investment	NOUN
ajlm-2329	16	8	costs	cost	NOUN
ajlm-2329	16	9	in	in	ADP
ajlm-2329	16	10	required	required	ADJ
ajlm-2329	16	11	hardware	hardware	NOUN
ajlm-2329	16	12	,	,	PUNCT
ajlm-2329	16	13	software	software	NOUN
ajlm-2329	16	14	,	,	PUNCT
ajlm-2329	16	15	data	datum	NOUN
ajlm-2329	16	16	storage	storage	NOUN
ajlm-2329	16	17	and	and	CCONJ
ajlm-2329	16	18	maintenance	maintenance	NOUN
ajlm-2329	16	19	;	;	PUNCT
ajlm-2329	16	20	(	(	PUNCT
ajlm-2329	16	21	2	2	X
ajlm-2329	16	22	)	)	PUNCT
ajlm-2329	16	23	privacy	privacy	NOUN
ajlm-2329	16	24	,	,	PUNCT
ajlm-2329	16	25	ethical	ethical	ADJ
ajlm-2329	16	26	and	and	CCONJ
ajlm-2329	16	27	regulatory	regulatory	ADJ
ajlm-2329	16	28	concerns	concern	NOUN
ajlm-2329	16	29	around	around	ADP
ajlm-2329	16	30	the	the	DET
ajlm-2329	16	31	sharing	sharing	NOUN
ajlm-2329	16	32	of	of	ADP
ajlm-2329	16	33	sensitive	sensitive	ADJ
ajlm-2329	16	34	personal	personal	ADJ
ajlm-2329	16	35	data	datum	NOUN
ajlm-2329	16	36	;	;	PUNCT
ajlm-2329	16	37	and	and	CCONJ
ajlm-2329	16	38	(	(	PUNCT
ajlm-2329	16	39	3	3	X
ajlm-2329	16	40	)	)	PUNCT
ajlm-2329	16	41	human	human	ADJ
ajlm-2329	16	42	factors	factor	NOUN
ajlm-2329	16	43	,	,	PUNCT
ajlm-2329	16	44	including	include	VERB
ajlm-2329	16	45	the	the	DET
ajlm-2329	16	46	building	building	NOUN
ajlm-2329	16	47	of	of	ADP
ajlm-2329	16	48	computer	computer	NOUN
ajlm-2329	16	49	and	and	CCONJ
ajlm-2329	16	50	ai	ai	VERB
ajlm-2329	16	51	literacy	literacy	NOUN
ajlm-2329	16	52	among	among	ADP
ajlm-2329	16	53	healthcare	healthcare	NOUN
ajlm-2329	16	54	workers	worker	NOUN
ajlm-2329	16	55	,	,	PUNCT
ajlm-2329	16	56	as	as	ADV
ajlm-2329	16	57	well	well	ADV
ajlm-2329	16	58	as	as	ADP
ajlm-2329	16	59	lack	lack	NOUN
ajlm-2329	16	60	of	of	ADP
ajlm-2329	16	61	trust	trust	NOUN
ajlm-2329	16	62	lack	lack	NOUN
ajlm-2329	16	63	of	of	ADP
ajlm-2329	16	64	trust	trust	NOUN
ajlm-2329	16	65	or	or	CCONJ
ajlm-2329	16	66	confidence	confidence	NOUN
ajlm-2329	16	67	in	in	ADP
ajlm-2329	16	68	digital	digital	ADJ
ajlm-2329	16	69	technology	technology	NOUN
ajlm-2329	16	70	and	and	CCONJ
ajlm-2329	16	71	ai	ai	VERB
ajlm-2329	16	72	tools	tool	NOUN
ajlm-2329	16	73	,	,	PUNCT
ajlm-2329	16	74	or	or	CCONJ
ajlm-2329	16	75	fear	fear	NOUN
ajlm-2329	16	76	of	of	ADP
ajlm-2329	16	77	losing	lose	VERB
ajlm-2329	16	78	jobs	job	NOUN
ajlm-2329	16	79	or	or	CCONJ
ajlm-2329	16	80	skills.11,12	skills.11,12	VERB
ajlm-2329	16	81	these	these	DET
ajlm-2329	16	82	challenges	challenge	NOUN
ajlm-2329	16	83	and	and	CCONJ
ajlm-2329	16	84	barriers	barrier	NOUN
ajlm-2329	16	85	are	be	AUX
ajlm-2329	16	86	amplified	amplify	VERB
ajlm-2329	16	87	in	in	ADP
ajlm-2329	16	88	many	many	ADJ
ajlm-2329	16	89	developing	develop	VERB
ajlm-2329	16	90	countries	country	NOUN
ajlm-2329	16	91	and	and	CCONJ
ajlm-2329	16	92	may	may	AUX
ajlm-2329	16	93	include	include	VERB
ajlm-2329	16	94	issues	issue	NOUN
ajlm-2329	16	95	around	around	ADP
ajlm-2329	16	96	the	the	DET
ajlm-2329	16	97	standardisation	standardisation	NOUN
ajlm-2329	16	98	of	of	ADP
ajlm-2329	16	99	tools	tool	NOUN
ajlm-2329	16	100	and	and	CCONJ
ajlm-2329	16	101	the	the	DET
ajlm-2329	16	102	complexity	complexity	NOUN
ajlm-2329	16	103	of	of	ADP
ajlm-2329	16	104	conducting	conduct	VERB
ajlm-2329	16	105	quality	quality	NOUN
ajlm-2329	16	106	assurance	assurance	NOUN
ajlm-2329	16	107	on	on	ADP
ajlm-2329	16	108	digitised	digitise	VERB
ajlm-2329	16	109	processes	process	NOUN
ajlm-2329	16	110	and	and	CCONJ
ajlm-2329	16	111	the	the	DET
ajlm-2329	16	112	ai	ai	PROPN
ajlm-2329	16	113	component	component	NOUN
ajlm-2329	16	114	of	of	ADP
ajlm-2329	16	115	diagnostics	diagnostic	NOUN
ajlm-2329	16	116	.	.	PUNCT
ajlm-2329	17	1	lessons	lesson	NOUN
ajlm-2329	17	2	learnt	learn	VERB
ajlm-2329	17	3	from	from	ADP
ajlm-2329	17	4	disruptions	disruption	NOUN
ajlm-2329	17	5	in	in	ADP
ajlm-2329	17	6	settings	setting	NOUN
ajlm-2329	17	7	already	already	ADV
ajlm-2329	17	8	embracing	embrace	VERB
ajlm-2329	17	9	digital	digital	ADJ
ajlm-2329	17	10	technologies	technology	NOUN
ajlm-2329	17	11	can	can	AUX
ajlm-2329	17	12	inform	inform	VERB
ajlm-2329	17	13	the	the	DET
ajlm-2329	17	14	way	way	NOUN
ajlm-2329	17	15	africa	africa	PROPN
ajlm-2329	17	16	adopts	adopt	VERB
ajlm-2329	17	17	and	and	CCONJ
ajlm-2329	17	18	scales	scale	VERB
ajlm-2329	17	19	up	up	ADP
ajlm-2329	17	20	ai	ai	VERB
ajlm-2329	17	21	into	into	ADP
ajlm-2329	17	22	healthcare	healthcare	NOUN
ajlm-2329	17	23	in	in	ADP
ajlm-2329	17	24	general	general	ADJ
ajlm-2329	17	25	and	and	CCONJ
ajlm-2329	17	26	diagnostics	diagnostic	NOUN
ajlm-2329	17	27	in	in	ADP
ajlm-2329	17	28	particular.11,12	particular.11,12	NOUN
ajlm-2329	17	29	so	so	SCONJ
ajlm-2329	17	30	how	how	SCONJ
ajlm-2329	17	31	do	do	AUX
ajlm-2329	17	32	we	we	PRON
ajlm-2329	17	33	take	take	VERB
ajlm-2329	17	34	it	it	PRON
ajlm-2329	17	35	from	from	ADP
ajlm-2329	17	36	there	there	ADV
ajlm-2329	17	37	?	?	PUNCT
ajlm-2329	18	1	as	as	ADP
ajlm-2329	18	2	with	with	ADP
ajlm-2329	18	3	other	other	ADJ
ajlm-2329	18	4	technology	technology	NOUN
ajlm-2329	18	5	innovations	innovation	NOUN
ajlm-2329	18	6	,	,	PUNCT
ajlm-2329	18	7	the	the	DET
ajlm-2329	18	8	implementation	implementation	NOUN
ajlm-2329	18	9	of	of	ADP
ajlm-2329	18	10	new	new	ADJ
ajlm-2329	18	11	digital	digital	ADJ
ajlm-2329	18	12	technologies	technology	NOUN
ajlm-2329	18	13	and	and	CCONJ
ajlm-2329	18	14	ai	ai	VERB
ajlm-2329	18	15	should	should	AUX
ajlm-2329	18	16	clearly	clearly	ADV
ajlm-2329	18	17	respond	respond	VERB
ajlm-2329	18	18	to	to	ADP
ajlm-2329	18	19	a	a	DET
ajlm-2329	18	20	clinical	clinical	ADJ
ajlm-2329	18	21	need	need	NOUN
ajlm-2329	18	22	and	and	CCONJ
ajlm-2329	18	23	potential	potential	ADJ
ajlm-2329	18	24	patient	patient	ADJ
ajlm-2329	18	25	applications	application	NOUN
ajlm-2329	18	26	should	should	AUX
ajlm-2329	18	27	be	be	AUX
ajlm-2329	18	28	clearly	clearly	ADV
ajlm-2329	18	29	defined	define	VERB
ajlm-2329	18	30	by	by	ADP
ajlm-2329	18	31	users	user	NOUN
ajlm-2329	18	32	of	of	ADP
ajlm-2329	18	33	diagnostic	diagnostic	ADJ
ajlm-2329	18	34	services	service	NOUN
ajlm-2329	18	35	.	.	PUNCT
ajlm-2329	19	1	the	the	DET
ajlm-2329	19	2	implementation	implementation	NOUN
ajlm-2329	19	3	of	of	ADP
ajlm-2329	19	4	infrastructure	infrastructure	NOUN
ajlm-2329	19	5	should	should	AUX
ajlm-2329	19	6	include	include	VERB
ajlm-2329	19	7	multiple	multiple	ADJ
ajlm-2329	19	8	stakeholders	stakeholder	NOUN
ajlm-2329	19	9	that	that	PRON
ajlm-2329	19	10	tap	tap	NOUN
ajlm-2329	19	11	experts	expert	NOUN
ajlm-2329	19	12	both	both	CCONJ
ajlm-2329	19	13	within	within	ADP
ajlm-2329	19	14	and	and	CCONJ
ajlm-2329	19	15	outside	outside	ADP
ajlm-2329	19	16	of	of	ADP
ajlm-2329	19	17	the	the	DET
ajlm-2329	19	18	health	health	NOUN
ajlm-2329	19	19	sectors	sector	NOUN
ajlm-2329	19	20	.	.	PUNCT
ajlm-2329	20	1	this	this	PRON
ajlm-2329	20	2	is	be	AUX
ajlm-2329	20	3	particularly	particularly	ADV
ajlm-2329	20	4	important	important	ADJ
ajlm-2329	20	5	with	with	ADP
ajlm-2329	20	6	respect	respect	NOUN
ajlm-2329	20	7	to	to	ADP
ajlm-2329	20	8	data	datum	NOUN
ajlm-2329	20	9	acquisition	acquisition	NOUN
ajlm-2329	20	10	,	,	PUNCT
ajlm-2329	20	11	data	datum	NOUN
ajlm-2329	20	12	creation	creation	NOUN
ajlm-2329	20	13	,	,	PUNCT
ajlm-2329	20	14	model	model	NOUN
ajlm-2329	20	15	development	development	NOUN
ajlm-2329	20	16	and	and	CCONJ
ajlm-2329	20	17	deployment	deployment	NOUN
ajlm-2329	20	18	.	.	PUNCT
ajlm-2329	21	1	critical	critical	ADJ
ajlm-2329	21	2	to	to	ADP
ajlm-2329	21	3	the	the	DET
ajlm-2329	21	4	scale	scale	NOUN
ajlm-2329	21	5	-	-	PUNCT
ajlm-2329	21	6	up	up	NOUN
ajlm-2329	21	7	and	and	CCONJ
ajlm-2329	21	8	democratisation	democratisation	NOUN
ajlm-2329	21	9	of	of	ADP
ajlm-2329	21	10	digital	digital	ADJ
ajlm-2329	21	11	technologies	technology	NOUN
ajlm-2329	21	12	and	and	CCONJ
ajlm-2329	21	13	ai	ai	NOUN
ajlm-2329	21	14	is	be	AUX
ajlm-2329	21	15	addressing	address	VERB
ajlm-2329	21	16	gaps	gap	NOUN
ajlm-2329	21	17	in	in	ADP
ajlm-2329	21	18	access	access	NOUN
ajlm-2329	21	19	to	to	ADP
ajlm-2329	21	20	electricity	electricity	NOUN
ajlm-2329	21	21	and	and	CCONJ
ajlm-2329	21	22	internet	internet	NOUN
ajlm-2329	21	23	connections	connection	NOUN
ajlm-2329	21	24	on	on	ADP
ajlm-2329	21	25	the	the	DET
ajlm-2329	21	26	continent	continent	NOUN
ajlm-2329	21	27	.	.	PUNCT
ajlm-2329	22	1	as	as	ADP
ajlm-2329	22	2	of	of	ADP
ajlm-2329	22	3	september	september	PROPN
ajlm-2329	22	4	2023	2023	NUM
ajlm-2329	22	5	,	,	PUNCT
ajlm-2329	22	6	only	only	ADV
ajlm-2329	22	7	47	47	NUM
ajlm-2329	22	8	%	%	NOUN
ajlm-2329	22	9	of	of	ADP
ajlm-2329	22	10	africans	africans	PROPN
ajlm-2329	22	11	have	have	VERB
ajlm-2329	22	12	reliable	reliable	ADJ
ajlm-2329	22	13	access	access	NOUN
ajlm-2329	22	14	to	to	ADP
ajlm-2329	22	15	electricity	electricity	NOUN
ajlm-2329	22	16	(	(	PUNCT
ajlm-2329	22	17	https://data.worldbank.org	https://data.worldbank.org	NOUN
ajlm-2329	22	18	)	)	PUNCT
ajlm-2329	22	19	,	,	PUNCT
ajlm-2329	22	20	and	and	CCONJ
ajlm-2329	22	21	there	there	PRON
ajlm-2329	22	22	was	be	VERB
ajlm-2329	22	23	only	only	ADV
ajlm-2329	22	24	43	43	NUM
ajlm-2329	22	25	%	%	NOUN
ajlm-2329	22	26	penetration	penetration	NOUN
ajlm-2329	22	27	for	for	ADP
ajlm-2329	22	28	internet	internet	NOUN
ajlm-2329	22	29	access	access	NOUN
ajlm-2329	22	30	in	in	ADP
ajlm-2329	22	31	2021	2021	NUM
ajlm-2329	22	32	(	(	PUNCT
ajlm-2329	22	33	www.statista.com	www.statista.com	NOUN
ajlm-2329	22	34	)	)	PUNCT
ajlm-2329	22	35	.	.	PUNCT
ajlm-2329	23	1	additionally	additionally	ADV
ajlm-2329	23	2	,	,	PUNCT
ajlm-2329	23	3	a	a	DET
ajlm-2329	23	4	whole	whole	ADJ
ajlm-2329	23	5	cadre	cadre	NOUN
ajlm-2329	23	6	of	of	ADP
ajlm-2329	23	7	experts	expert	NOUN
ajlm-2329	23	8	must	must	AUX
ajlm-2329	23	9	be	be	AUX
ajlm-2329	23	10	built	build	VERB
ajlm-2329	23	11	to	to	PART
ajlm-2329	23	12	manage	manage	VERB
ajlm-2329	23	13	data	datum	NOUN
ajlm-2329	23	14	collection	collection	NOUN
ajlm-2329	23	15	,	,	PUNCT
ajlm-2329	23	16	storage	storage	NOUN
ajlm-2329	23	17	,	,	PUNCT
ajlm-2329	23	18	analysis	analysis	NOUN
ajlm-2329	23	19	and	and	CCONJ
ajlm-2329	23	20	interpretation	interpretation	NOUN
ajlm-2329	23	21	.	.	PUNCT
ajlm-2329	24	1	this	this	DET
ajlm-2329	24	2	gap	gap	NOUN
ajlm-2329	24	3	has	have	AUX
ajlm-2329	24	4	already	already	ADV
ajlm-2329	24	5	been	be	AUX
ajlm-2329	24	6	demonstrated	demonstrate	VERB
ajlm-2329	24	7	by	by	ADP
ajlm-2329	24	8	the	the	DET
ajlm-2329	24	9	gap	gap	NOUN
ajlm-2329	24	10	in	in	ADP
ajlm-2329	24	11	bioinformaticians	bioinformatician	NOUN
ajlm-2329	24	12	observed	observe	VERB
ajlm-2329	24	13	during	during	ADP
ajlm-2329	24	14	the	the	DET
ajlm-2329	24	15	scale	scale	NOUN
ajlm-2329	24	16	-	-	PUNCT
ajlm-2329	24	17	up	up	NOUN
ajlm-2329	24	18	of	of	ADP
ajlm-2329	24	19	next	next	ADJ
ajlm-2329	24	20	-	-	PUNCT
ajlm-2329	24	21	generation	generation	NOUN
ajlm-2329	24	22	sequencing	sequencing	NOUN
ajlm-2329	24	23	in	in	ADP
ajlm-2329	24	24	the	the	DET
ajlm-2329	24	25	context	context	NOUN
ajlm-2329	24	26	of	of	ADP
ajlm-2329	24	27	the	the	DET
ajlm-2329	24	28	africa	africa	PROPN
ajlm-2329	24	29	centres	centre	NOUN
ajlm-2329	24	30	for	for	ADP
ajlm-2329	24	31	disease	disease	NOUN
ajlm-2329	24	32	control	control	NOUN
ajlm-2329	24	33	and	and	CCONJ
ajlm-2329	24	34	prevention	prevention	NOUN
ajlm-2329	24	35	pathogen	pathogen	NOUN
ajlm-2329	24	36	genomic	genomic	NOUN
ajlm-2329	24	37	initiative.13	initiative.13	PROPN
ajlm-2329	24	38	finally	finally	ADV
ajlm-2329	24	39	,	,	PUNCT
ajlm-2329	24	40	a	a	DET
ajlm-2329	24	41	thorough	thorough	ADJ
ajlm-2329	24	42	monitoring	monitoring	NOUN
ajlm-2329	24	43	and	and	CCONJ
ajlm-2329	24	44	evaluation	evaluation	NOUN
ajlm-2329	24	45	framework	framework	NOUN
ajlm-2329	24	46	is	be	AUX
ajlm-2329	24	47	warranted	warrant	VERB
ajlm-2329	24	48	to	to	PART
ajlm-2329	24	49	assess	assess	VERB
ajlm-2329	24	50	where	where	SCONJ
ajlm-2329	24	51	and	and	CCONJ
ajlm-2329	24	52	how	how	SCONJ
ajlm-2329	24	53	ai	ai	VERB
ajlm-2329	24	54	and	and	CCONJ
ajlm-2329	24	55	digital	digital	ADJ
ajlm-2329	24	56	technology	technology	NOUN
ajlm-2329	24	57	are	be	AUX
ajlm-2329	24	58	actually	actually	ADV
ajlm-2329	24	59	improving	improve	VERB
ajlm-2329	24	60	patient	patient	ADJ
ajlm-2329	24	61	and	and	CCONJ
ajlm-2329	24	62	public	public	ADJ
ajlm-2329	24	63	health	health	NOUN
ajlm-2329	24	64	and	and	CCONJ
ajlm-2329	24	65	how	how	SCONJ
ajlm-2329	24	66	these	these	PRON
ajlm-2329	24	67	can	can	AUX
ajlm-2329	24	68	be	be	AUX
ajlm-2329	24	69	integrated	integrate	VERB
ajlm-2329	24	70	and	and	CCONJ
ajlm-2329	24	71	implemented	implement	VERB
ajlm-2329	24	72	in	in	ADP
ajlm-2329	24	73	african	african	ADJ
ajlm-2329	24	74	healthcare	healthcare	NOUN
ajlm-2329	24	75	settings	setting	NOUN
ajlm-2329	24	76	.	.	PUNCT
ajlm-2329	25	1	integrating	integrate	VERB
ajlm-2329	25	2	digital	digital	ADJ
ajlm-2329	25	3	technologies	technology	NOUN
ajlm-2329	25	4	and	and	CCONJ
ajlm-2329	25	5	ai	ai	VERB
ajlm-2329	25	6	into	into	ADP
ajlm-2329	25	7	laboratory	laboratory	NOUN
ajlm-2329	25	8	services	service	NOUN
ajlm-2329	25	9	has	have	VERB
ajlm-2329	25	10	the	the	DET
ajlm-2329	25	11	potential	potential	NOUN
ajlm-2329	25	12	to	to	PART
ajlm-2329	25	13	transform	transform	VERB
ajlm-2329	25	14	diagnostic	diagnostic	ADJ
ajlm-2329	25	15	services	service	NOUN
ajlm-2329	25	16	and	and	CCONJ
ajlm-2329	25	17	contribute	contribute	VERB
ajlm-2329	25	18	to	to	ADP
ajlm-2329	25	19	the	the	DET
ajlm-2329	25	20	implementation	implementation	NOUN
ajlm-2329	25	21	of	of	ADP
ajlm-2329	25	22	the	the	DET
ajlm-2329	25	23	may	may	PROPN
ajlm-2329	25	24	2023	2023	NUM
ajlm-2329	25	25	resolution	resolution	NOUN
ajlm-2329	25	26	of	of	ADP
ajlm-2329	25	27	76th	76th	ADJ
ajlm-2329	25	28	world	world	NOUN
ajlm-2329	25	29	health	health	NOUN
ajlm-2329	25	30	assembly	assembly	NOUN
ajlm-2329	25	31	on	on	ADP
ajlm-2329	25	32	strengthening	strengthen	VERB
ajlm-2329	25	33	diagnostics	diagnostic	NOUN
ajlm-2329	25	34	in	in	ADP
ajlm-2329	25	35	africa	africa	PROPN
ajlm-2329	25	36	and	and	CCONJ
ajlm-2329	25	37	other	other	ADJ
ajlm-2329	25	38	countries	country	NOUN
ajlm-2329	25	39	to	to	PART
ajlm-2329	25	40	improve	improve	VERB
ajlm-2329	25	41	positive	positive	ADJ
ajlm-2329	25	42	patient	patient	NOUN
ajlm-2329	25	43	,	,	PUNCT
ajlm-2329	25	44	public	public	ADJ
ajlm-2329	25	45	and	and	CCONJ
ajlm-2329	25	46	global	global	ADJ
ajlm-2329	25	47	health	health	NOUN
ajlm-2329	25	48	outcomes.14	outcomes.14	PROPN
ajlm-2329	25	49	regional	regional	ADJ
ajlm-2329	25	50	agencies	agency	NOUN
ajlm-2329	25	51	such	such	ADJ
ajlm-2329	25	52	as	as	ADP
ajlm-2329	25	53	the	the	DET
ajlm-2329	25	54	africa	africa	PROPN
ajlm-2329	25	55	centres	centre	VERB
ajlm-2329	25	56	for	for	ADP
ajlm-2329	25	57	disease	disease	NOUN
ajlm-2329	25	58	control	control	NOUN
ajlm-2329	25	59	and	and	CCONJ
ajlm-2329	25	60	prevention	prevention	NOUN
ajlm-2329	25	61	have	have	AUX
ajlm-2329	25	62	already	already	ADV
ajlm-2329	25	63	taken	take	VERB
ajlm-2329	25	64	the	the	DET
ajlm-2329	25	65	lead	lead	NOUN
ajlm-2329	25	66	in	in	ADP
ajlm-2329	25	67	developing	develop	VERB
ajlm-2329	25	68	continental	continental	ADJ
ajlm-2329	25	69	frameworks	framework	NOUN
ajlm-2329	25	70	to	to	PART
ajlm-2329	25	71	guide	guide	VERB
ajlm-2329	25	72	the	the	DET
ajlm-2329	25	73	implementation	implementation	NOUN
ajlm-2329	25	74	of	of	ADP
ajlm-2329	25	75	digital	digital	ADJ
ajlm-2329	25	76	technologies	technology	NOUN
ajlm-2329	25	77	in	in	ADP
ajlm-2329	25	78	public	public	ADJ
ajlm-2329	25	79	health	health	NOUN
ajlm-2329	25	80	systems,15	systems,15	NUM
ajlm-2329	25	81	as	as	ADV
ajlm-2329	25	82	well	well	ADV
ajlm-2329	25	83	as	as	ADP
ajlm-2329	25	84	in	in	ADP
ajlm-2329	25	85	launching	launch	VERB
ajlm-2329	25	86	initiatives	initiative	NOUN
ajlm-2329	25	87	such	such	ADJ
ajlm-2329	25	88	as	as	ADP
ajlm-2329	25	89	healthconnekt	healthconnekt	NOUN
ajlm-2329	25	90	to	to	PART
ajlm-2329	25	91	build	build	VERB
ajlm-2329	25	92	the	the	DET
ajlm-2329	25	93	internet	internet	NOUN
ajlm-2329	25	94	connectivity	connectivity	NOUN
ajlm-2329	25	95	infrastructure	infrastructure	NOUN
ajlm-2329	25	96	in	in	ADP
ajlm-2329	25	97	africa	africa	PROPN
ajlm-2329	25	98	,	,	PUNCT
ajlm-2329	25	99	to	to	PART
ajlm-2329	25	100	allow	allow	VERB
ajlm-2329	25	101	the	the	DET
ajlm-2329	25	102	continent	continent	NOUN
ajlm-2329	25	103	to	to	PART
ajlm-2329	25	104	align	align	VERB
ajlm-2329	25	105	with	with	ADP
ajlm-2329	25	106	the	the	DET
ajlm-2329	25	107	world	world	PROPN
ajlm-2329	25	108	health	health	PROPN
ajlm-2329	25	109	organization	organization	NOUN
ajlm-2329	25	110	’s	’s	PART
ajlm-2329	25	111	deliberate	deliberate	ADJ
ajlm-2329	25	112	strategy	strategy	NOUN
ajlm-2329	25	113	to	to	PART
ajlm-2329	25	114	use	use	VERB
ajlm-2329	25	115	digital	digital	ADJ
ajlm-2329	25	116	technology	technology	NOUN
ajlm-2329	25	117	as	as	ADP
ajlm-2329	25	118	a	a	DET
ajlm-2329	25	119	force	force	NOUN
ajlm-2329	25	120	to	to	PART
ajlm-2329	25	121	transform	transform	VERB
ajlm-2329	25	122	primary	primary	ADJ
ajlm-2329	25	123	healthcare.16	healthcare.16	PROPN
ajlm-2329	25	124	moving	move	VERB
ajlm-2329	25	125	forward	forward	ADV
ajlm-2329	25	126	,	,	PUNCT
ajlm-2329	25	127	africa	africa	PROPN
ajlm-2329	25	128	-	-	PUNCT
ajlm-2329	25	129	led	lead	VERB
ajlm-2329	25	130	knowledge	knowledge	NOUN
ajlm-2329	25	131	networks	network	NOUN
ajlm-2329	25	132	,	,	PUNCT
ajlm-2329	25	133	such	such	ADJ
ajlm-2329	25	134	as	as	ADP
ajlm-2329	25	135	the	the	DET
ajlm-2329	25	136	african	african	ADJ
ajlm-2329	25	137	society	society	NOUN
ajlm-2329	25	138	for	for	ADP
ajlm-2329	25	139	laboratory	laboratory	NOUN
ajlm-2329	25	140	medicine	medicine	NOUN
ajlm-2329	25	141	’s	’s	PART
ajlm-2329	25	142	laboratory	laboratory	NOUN
ajlm-2329	25	143	strengthening	strengthen	VERB
ajlm-2329	25	144	community	community	NOUN
ajlm-2329	25	145	of	of	ADP
ajlm-2329	25	146	practice	practice	NOUN
ajlm-2329	25	147	and	and	CCONJ
ajlm-2329	25	148	laboratory	laboratory	NOUN
ajlm-2329	25	149	directors	director	NOUN
ajlm-2329	25	150	forum17,18	forum17,18	PROPN
ajlm-2329	25	151	can	can	AUX
ajlm-2329	25	152	play	play	VERB
ajlm-2329	25	153	a	a	DET
ajlm-2329	25	154	major	major	ADJ
ajlm-2329	25	155	role	role	NOUN
ajlm-2329	25	156	in	in	ADP
ajlm-2329	25	157	identifying	identify	VERB
ajlm-2329	25	158	priorities	priority	NOUN
ajlm-2329	25	159	,	,	PUNCT
ajlm-2329	25	160	best	good	ADJ
ajlm-2329	25	161	practices	practice	NOUN
ajlm-2329	25	162	,	,	PUNCT
ajlm-2329	25	163	operational	operational	ADJ
ajlm-2329	25	164	requirements	requirement	NOUN
ajlm-2329	25	165	and	and	CCONJ
ajlm-2329	25	166	ethical	ethical	ADJ
ajlm-2329	25	167	considerations	consideration	NOUN
ajlm-2329	25	168	for	for	ADP
ajlm-2329	25	169	the	the	DET
ajlm-2329	25	170	implementation	implementation	NOUN
ajlm-2329	25	171	of	of	ADP
ajlm-2329	25	172	digital	digital	ADJ
ajlm-2329	25	173	and	and	CCONJ
ajlm-2329	25	174	ai	ai	VERB
ajlm-2329	25	175	technology	technology	NOUN
ajlm-2329	25	176	in	in	ADP
ajlm-2329	25	177	african	african	ADJ
ajlm-2329	25	178	laboratory	laboratory	NOUN
ajlm-2329	25	179	medicine	medicine	NOUN
ajlm-2329	25	180	.	.	PUNCT
ajlm-2329	26	1	the	the	DET
ajlm-2329	26	2	digital	digital	PROPN
ajlm-2329	26	3	revolution	revolution	NOUN
ajlm-2329	26	4	is	be	AUX
ajlm-2329	26	5	a	a	DET
ajlm-2329	26	6	game	game	NOUN
ajlm-2329	26	7	changer	changer	NOUN
ajlm-2329	26	8	for	for	ADP
ajlm-2329	26	9	africa	africa	PROPN
ajlm-2329	26	10	,	,	PUNCT
ajlm-2329	26	11	which	which	PRON
ajlm-2329	26	12	can	can	AUX
ajlm-2329	26	13	drive	drive	VERB
ajlm-2329	26	14	a	a	DET
ajlm-2329	26	15	parallel	parallel	ADJ
ajlm-2329	26	16	digital	digital	ADJ
ajlm-2329	26	17	revolution	revolution	NOUN
ajlm-2329	26	18	in	in	ADP
ajlm-2329	26	19	laboratory	laboratory	NOUN
ajlm-2329	26	20	diagnostics	diagnostic	NOUN
ajlm-2329	26	21	.	.	PUNCT
ajlm-2329	27	1	continental	continental	ADJ
ajlm-2329	27	2	frameworks	framework	NOUN
ajlm-2329	27	3	that	that	PRON
ajlm-2329	27	4	have	have	AUX
ajlm-2329	27	5	been	be	AUX
ajlm-2329	27	6	developed	develop	VERB
ajlm-2329	27	7	now	now	ADV
ajlm-2329	27	8	need	need	VERB
ajlm-2329	27	9	to	to	PART
ajlm-2329	27	10	be	be	AUX
ajlm-2329	27	11	made	make	VERB
ajlm-2329	27	12	operational	operational	ADJ
ajlm-2329	27	13	to	to	PART
ajlm-2329	27	14	benefit	benefit	VERB
ajlm-2329	27	15	from	from	ADP
ajlm-2329	27	16	this	this	DET
ajlm-2329	27	17	transformation	transformation	NOUN
ajlm-2329	27	18	.	.	PUNCT
ajlm-2329	28	1	references	reference	NOUN
ajlm-2329	28	2	jovičić	jovičić	VERB
ajlm-2329	28	3	sž	sž	PROPN
ajlm-2329	28	4	,	,	PUNCT
ajlm-2329	28	5	vitkus	vitkus	VERB
ajlm-2329	28	6	d.	d.	PROPN
ajlm-2329	28	7	digital	digital	PROPN
ajlm-2329	28	8	transformation	transformation	NOUN
ajlm-2329	28	9	towards	towards	ADP
ajlm-2329	28	10	the	the	DET
ajlm-2329	28	11	clinical	clinical	ADJ
ajlm-2329	28	12	laboratory	laboratory	NOUN
ajlm-2329	28	13	of	of	ADP
ajlm-2329	28	14	the	the	DET
ajlm-2329	28	15	future	future	NOUN
ajlm-2329	28	16	.	.	PUNCT
ajlm-2329	29	1	perspectives	perspective	NOUN
ajlm-2329	29	2	for	for	ADP
ajlm-2329	29	3	the	the	DET
ajlm-2329	29	4	next	next	ADJ
ajlm-2329	29	5	decade	decade	NOUN
ajlm-2329	29	6	.	.	PUNCT
ajlm-2329	30	1	clin	clin	PROPN
ajlm-2329	30	2	chem	chem	NOUN
ajlm-2329	30	3	lab	lab	NOUN
ajlm-2329	30	4	med	me	VERB
ajlm-2329	30	5	.	.	PUNCT
ajlm-2329	31	1	2023;61(4):567–569	2023;61(4):567–569	X
ajlm-2329	31	2	.	.	PUNCT
ajlm-2329	31	3	https://doi.org/10.1515/cclm-2023-0001	https://doi.org/10.1515/cclm-2023-0001	PROPN
ajlm-2329	31	4	forrester	forrester	PROPN
ajlm-2329	31	5	.	.	PUNCT
ajlm-2329	32	1	the	the	DET
ajlm-2329	32	2	lab	lab	NOUN
ajlm-2329	32	3	of	of	ADP
ajlm-2329	32	4	the	the	DET
ajlm-2329	32	5	future	future	NOUN
ajlm-2329	32	6	is	be	AUX
ajlm-2329	32	7	here	here	ADV
ajlm-2329	33	1	[	[	X
ajlm-2329	33	2	homepage	homepage	NOUN
ajlm-2329	33	3	on	on	ADP
ajlm-2329	33	4	the	the	DET
ajlm-2329	33	5	internet	internet	NOUN
ajlm-2329	33	6	]	]	PUNCT
ajlm-2329	33	7	.	.	PUNCT
ajlm-2329	33	8	2021	2021	NUM
ajlm-2329	33	9	.	.	PUNCT
ajlm-2329	34	1	[	[	X
ajlm-2329	34	2	cited	cite	VERB
ajlm-2329	34	3	2023	2023	NUM
ajlm-2329	34	4	sept	sept	NOUN
ajlm-2329	34	5	.	.	PROPN
ajlm-2329	34	6	20	20	NUM
ajlm-2329	34	7	]	]	PUNCT
ajlm-2329	34	8	.	.	PUNCT
ajlm-2329	35	1	available	available	ADJ
ajlm-2329	35	2	from	from	ADP
ajlm-2329	35	3	:	:	PUNCT
ajlm-2329	35	4	https://assets.thermofisher.com/tfs-assets/cmd/reference-materials/wp-95975-lab-future-wp95975-en.pdf	https://assets.thermofisher.com/tfs-assets/cmd/reference-materials/wp-95975-lab-future-wp95975-en.pdf	PROPN
ajlm-2329	35	5	gungoren	gungoren	PROPN
ajlm-2329	35	6	ms	ms	PROPN
ajlm-2329	35	7	.	.	PROPN
ajlm-2329	35	8	crossing	cross	VERB
ajlm-2329	35	9	the	the	DET
ajlm-2329	35	10	chasm	chasm	NOUN
ajlm-2329	35	11	:	:	PUNCT
ajlm-2329	35	12	strategies	strategy	NOUN
ajlm-2329	35	13	for	for	ADP
ajlm-2329	35	14	digital	digital	ADJ
ajlm-2329	35	15	transformation	transformation	NOUN
ajlm-2329	35	16	in	in	ADP
ajlm-2329	35	17	clinical	clinical	ADJ
ajlm-2329	35	18	laboratories	laboratory	NOUN
ajlm-2329	35	19	.	.	PUNCT
ajlm-2329	36	1	clin	clin	PROPN
ajlm-2329	36	2	chem	chem	NOUN
ajlm-2329	36	3	lab	lab	NOUN
ajlm-2329	36	4	med	me	VERB
ajlm-2329	36	5	.	.	PUNCT
ajlm-2329	37	1	2023;61(4):570–575	2023;61(4):570–575	NUM
ajlm-2329	37	2	.	.	PUNCT
ajlm-2329	37	3	https://doi.org/10.1515/cclm-2022-1229	https://doi.org/10.1515/cclm-2022-1229	NOUN
ajlm-2329	37	4	peschisolido	peschisolido	NOUN
ajlm-2329	37	5	s.	s.	PROPN
ajlm-2329	37	6	lab	lab	VERB
ajlm-2329	37	7	4.0	4.0	NUM
ajlm-2329	37	8	:	:	PUNCT
ajlm-2329	37	9	making	make	VERB
ajlm-2329	37	10	digital	digital	ADJ
ajlm-2329	37	11	transformation	transformation	NOUN
ajlm-2329	37	12	work	work	NOUN
ajlm-2329	37	13	for	for	ADP
ajlm-2329	37	14	your	your	PRON
ajlm-2329	37	15	laboratory	laboratory	NOUN
ajlm-2329	38	1	[	[	X
ajlm-2329	38	2	homepage	homepage	NOUN
ajlm-2329	38	3	on	on	ADP
ajlm-2329	38	4	the	the	DET
ajlm-2329	38	5	internet	internet	NOUN
ajlm-2329	38	6	]	]	PUNCT
ajlm-2329	38	7	.	.	PUNCT
ajlm-2329	39	1	technology	technology	NOUN
ajlm-2329	39	2	networks	network	VERB
ajlm-2329	39	3	informatics	informatic	NOUN
ajlm-2329	39	4	;	;	PUNCT
ajlm-2329	39	5	2022	2022	NUM
ajlm-2329	39	6	.	.	PUNCT
ajlm-2329	40	1	[	[	X
ajlm-2329	40	2	cited	cite	VERB
ajlm-2329	40	3	2023	2023	NUM
ajlm-2329	40	4	sept	sept	NOUN
ajlm-2329	40	5	.	.	PROPN
ajlm-2329	40	6	20	20	NUM
ajlm-2329	40	7	]	]	PUNCT
ajlm-2329	40	8	.	.	PUNCT
ajlm-2329	41	1	avaliable	avaliable	ADJ
ajlm-2329	41	2	from	from	ADP
ajlm-2329	41	3	:	:	PUNCT
ajlm-2329	41	4	https://www.technologynetworks.com/informatics/articles/lab-40-making-digital-transformation-work-for-your-laboratory-358583	https://www.technologynetworks.com/informatics/articles/lab-40-making-digital-transformation-work-for-your-laboratory-358583	NOUN
ajlm-2329	41	5	naugler	naugler	NOUN
ajlm-2329	41	6	c	c	PROPN
ajlm-2329	41	7	,	,	PUNCT
ajlm-2329	41	8	church	church	PROPN
ajlm-2329	41	9	d.	d.	PROPN
ajlm-2329	41	10	automation	automation	PROPN
ajlm-2329	41	11	and	and	CCONJ
ajlm-2329	41	12	artificial	artificial	ADJ
ajlm-2329	41	13	intelligence	intelligence	NOUN
ajlm-2329	41	14	in	in	ADP
ajlm-2329	41	15	the	the	DET
ajlm-2329	41	16	clinical	clinical	ADJ
ajlm-2329	41	17	laboratory	laboratory	NOUN
ajlm-2329	41	18	.	.	PUNCT
ajlm-2329	42	1	crit	crit	PROPN
ajlm-2329	42	2	rev	rev	PROPN
ajlm-2329	42	3	clin	clin	PROPN
ajlm-2329	42	4	lab	lab	PROPN
ajlm-2329	42	5	sci	sci	PROPN
ajlm-2329	42	6	.	.	PROPN
ajlm-2329	42	7	2019;56(2):98–110	2019;56(2):98–110	PROPN
ajlm-2329	42	8	.	.	PUNCT
ajlm-2329	43	1	https://doi.org/10.1080/10408363.2018.1561640	https://doi.org/10.1080/10408363.2018.1561640	PROPN
ajlm-2329	43	2	khatab	khatab	PROPN
ajlm-2329	44	1	z	z	PROPN
ajlm-2329	44	2	,	,	PUNCT
ajlm-2329	44	3	yousef	yousef	PROPN
ajlm-2329	44	4	gm	gm	PROPN
ajlm-2329	44	5	.	.	PUNCT
ajlm-2329	45	1	disruptive	disruptive	ADJ
ajlm-2329	45	2	innovations	innovation	NOUN
ajlm-2329	45	3	in	in	ADP
ajlm-2329	45	4	the	the	DET
ajlm-2329	45	5	clinical	clinical	ADJ
ajlm-2329	45	6	laboratory	laboratory	NOUN
ajlm-2329	45	7	:	:	PUNCT
ajlm-2329	45	8	catching	catch	VERB
ajlm-2329	45	9	the	the	DET
ajlm-2329	45	10	wave	wave	NOUN
ajlm-2329	45	11	of	of	ADP
ajlm-2329	45	12	precision	precision	NOUN
ajlm-2329	45	13	diagnostics	diagnostic	NOUN
ajlm-2329	45	14	.	.	PUNCT
ajlm-2329	46	1	crit	crit	PROPN
ajlm-2329	46	2	rev	rev	PROPN
ajlm-2329	46	3	clin	clin	PROPN
ajlm-2329	46	4	lab	lab	PROPN
ajlm-2329	46	5	sci	sci	PROPN
ajlm-2329	46	6	.	.	PUNCT
ajlm-2329	47	1	2021;58(8):546–562	2021;58(8):546–562	NUM
ajlm-2329	47	2	.	.	PUNCT
ajlm-2329	47	3	https://doi.org/10.1080/10408363.2021.1943302	https://doi.org/10.1080/10408363.2021.1943302	PROPN
ajlm-2329	47	4	ahmed	ahmed	PROPN
ajlm-2329	47	5	z.	z.	PROPN
ajlm-2329	47	6	ai	ai	PROPN
ajlm-2329	47	7	and	and	CCONJ
ajlm-2329	47	8	laboratory	laboratory	NOUN
ajlm-2329	47	9	medicine	medicine	NOUN
ajlm-2329	47	10	:	:	PUNCT
ajlm-2329	47	11	opportunities	opportunity	NOUN
ajlm-2329	47	12	and	and	CCONJ
ajlm-2329	47	13	challenges	challenge	NOUN
ajlm-2329	47	14	(	(	PUNCT
ajlm-2329	47	15	linkedin	linkedin	NOUN
ajlm-2329	47	16	)	)	PUNCT
ajlm-2329	47	17	.	.	PUNCT
ajlm-2329	48	1	2023	2023	NUM
ajlm-2329	48	2	.	.	PUNCT
ajlm-2329	49	1	a	a	DET
ajlm-2329	49	2	guide	guide	NOUN
ajlm-2329	49	3	to	to	PART
ajlm-2329	49	4	ai	ai	VERB
ajlm-2329	49	5	in	in	ADP
ajlm-2329	49	6	the	the	DET
ajlm-2329	49	7	enterprise	enterprise	NOUN
ajlm-2329	50	1	[	[	X
ajlm-2329	50	2	homepage	homepage	NOUN
ajlm-2329	50	3	on	on	ADP
ajlm-2329	50	4	the	the	DET
ajlm-2329	50	5	internet	internet	NOUN
ajlm-2329	50	6	]	]	PUNCT
ajlm-2329	50	7	.	.	PUNCT
ajlm-2329	51	1	tech	tech	NOUN
ajlm-2329	51	2	target	target	NOUN
ajlm-2329	51	3	.	.	PUNCT
ajlm-2329	52	1	2021	2021	NUM
ajlm-2329	52	2	,	,	PUNCT
ajlm-2329	52	3	p.	p.	NOUN
ajlm-2329	52	4	2–25	2–25	NOUN
ajlm-2329	52	5	.	.	PUNCT
ajlm-2329	53	1	[	[	X
ajlm-2329	53	2	cited	cite	VERB
ajlm-2329	53	3	2023	2023	NUM
ajlm-2329	53	4	sept	sept	NOUN
ajlm-2329	53	5	.	.	PROPN
ajlm-2329	53	6	20	20	NUM
ajlm-2329	53	7	]	]	PUNCT
ajlm-2329	53	8	.	.	PUNCT
ajlm-2329	54	1	available	available	ADJ
ajlm-2329	54	2	from	from	ADP
ajlm-2329	54	3	:	:	PUNCT
ajlm-2329	54	4	https://media.techtarget.com/digitalguide/images/misc/ea-marketing/eguides/a_guide_to_artificial_intelligence_in_the_enterprise.pdf	https://media.techtarget.com/digitalguide/images/misc/ea-marketing/eguides/a_guide_to_artificial_intelligence_in_the_enterprise.pdf	PROPN
ajlm-2329	54	5	al	al	PROPN
ajlm-2329	54	6	-	-	PUNCT
ajlm-2329	54	7	antari	antari	PROPN
ajlm-2329	54	8	ma	ma	PROPN
ajlm-2329	54	9	.	.	PROPN
ajlm-2329	54	10	artificial	artificial	ADJ
ajlm-2329	54	11	intelligence	intelligence	NOUN
ajlm-2329	54	12	for	for	ADP
ajlm-2329	54	13	medical	medical	ADJ
ajlm-2329	54	14	diagnostics	diagnostic	NOUN
ajlm-2329	54	15	-	-	PUNCT
ajlm-2329	54	16	existing	exist	VERB
ajlm-2329	54	17	and	and	CCONJ
ajlm-2329	54	18	future	future	ADJ
ajlm-2329	54	19	ai	ai	VERB
ajlm-2329	54	20	technology	technology	NOUN
ajlm-2329	54	21	!	!	PUNCT
ajlm-2329	55	1	diagnostics	diagnostic	NOUN
ajlm-2329	55	2	(	(	PUNCT
ajlm-2329	55	3	basel	basel	PROPN
ajlm-2329	55	4	)	)	PUNCT
ajlm-2329	55	5	.	.	PUNCT
ajlm-2329	56	1	2023;13(4):688	2023;13(4):688	NUM
ajlm-2329	56	2	.	.	PUNCT
ajlm-2329	56	3	https://doi.org/10.3390/diagnostics13040688	https://doi.org/10.3390/diagnostics13040688	PROPN
ajlm-2329	56	4	oleribe	oleribe	PROPN
ajlm-2329	56	5	oo	oo	INTJ
ajlm-2329	56	6	,	,	PUNCT
ajlm-2329	56	7	momoh	momoh	PROPN
ajlm-2329	56	8	j	j	PROPN
ajlm-2329	56	9	,	,	PUNCT
ajlm-2329	56	10	uzochukwu	uzochukwu	PROPN
ajlm-2329	56	11	b	b	NOUN
ajlm-2329	56	12	,	,	PUNCT
ajlm-2329	56	13	et	et	PROPN
ajlm-2329	56	14	al	al	PROPN
ajlm-2329	56	15	.	.	PUNCT
ajlm-2329	57	1	identifying	identify	VERB
ajlm-2329	57	2	key	key	ADJ
ajlm-2329	57	3	challenges	challenge	NOUN
ajlm-2329	57	4	facing	face	VERB
ajlm-2329	57	5	healthcare	healthcare	NOUN
ajlm-2329	57	6	systems	system	NOUN
ajlm-2329	57	7	in	in	ADP
ajlm-2329	57	8	africa	africa	PROPN
ajlm-2329	57	9	and	and	CCONJ
ajlm-2329	57	10	potential	potential	ADJ
ajlm-2329	57	11	solutions	solution	NOUN
ajlm-2329	57	12	.	.	PUNCT
ajlm-2329	58	1	int	int	PROPN
ajlm-2329	59	1	j	j	PROPN
ajlm-2329	59	2	gen	gen	PROPN
ajlm-2329	59	3	med	med	PROPN
ajlm-2329	59	4	.	.	PUNCT
ajlm-2329	60	1	2020;12:395–403	2020;12:395–403	PROPN
ajlm-2329	60	2	.	.	PUNCT
ajlm-2329	61	1	https://doi.org/10.2147/ijgm.s223882	https://doi.org/10.2147/ijgm.s223882	PROPN
ajlm-2329	61	2	jiang	jiang	PROPN
ajlm-2329	61	3	l	l	PROPN
ajlm-2329	61	4	,	,	PUNCT
ajlm-2329	61	5	wu	wu	PROPN
ajlm-2329	61	6	z	z	PROPN
ajlm-2329	61	7	,	,	PUNCT
ajlm-2329	61	8	xu	xu	PROPN
ajlm-2329	62	1	x	x	PROPN
ajlm-2329	62	2	,	,	PUNCT
ajlm-2329	62	3	et	et	PROPN
ajlm-2329	62	4	al	al	PROPN
ajlm-2329	62	5	.	.	PROPN
ajlm-2329	62	6	opportunities	opportunity	NOUN
ajlm-2329	62	7	and	and	CCONJ
ajlm-2329	62	8	challenges	challenge	NOUN
ajlm-2329	62	9	of	of	ADP
ajlm-2329	62	10	artificial	artificial	ADJ
ajlm-2329	62	11	intelligence	intelligence	NOUN
ajlm-2329	62	12	in	in	ADP
ajlm-2329	62	13	the	the	DET
ajlm-2329	62	14	medical	medical	ADJ
ajlm-2329	62	15	field	field	NOUN
ajlm-2329	62	16	:	:	PUNCT
ajlm-2329	62	17	current	current	ADJ
ajlm-2329	62	18	application	application	NOUN
ajlm-2329	62	19	,	,	PUNCT
ajlm-2329	62	20	emerging	emerge	VERB
ajlm-2329	62	21	problems	problem	NOUN
ajlm-2329	62	22	,	,	PUNCT
ajlm-2329	62	23	and	and	CCONJ
ajlm-2329	62	24	problem	problem	NOUN
ajlm-2329	62	25	-	-	PUNCT
ajlm-2329	62	26	solving	solve	VERB
ajlm-2329	62	27	strategies	strategy	NOUN
ajlm-2329	62	28	.	.	PUNCT
ajlm-2329	63	1	j	j	PROPN
ajlm-2329	63	2	int	int	PROPN
ajlm-2329	63	3	med	med	PROPN
ajlm-2329	63	4	res	re	NOUN
ajlm-2329	63	5	.	.	PUNCT
ajlm-2329	64	1	2021;49(3):3000605211000157	2021;49(3):3000605211000157	NUM
ajlm-2329	64	2	.	.	PUNCT
ajlm-2329	65	1	https://doi.org/10.1177/03000605211000157	https://doi.org/10.1177/03000605211000157	PROPN
ajlm-2329	65	2	church	church	PROPN
ajlm-2329	65	3	dl	dl	PROPN
ajlm-2329	65	4	,	,	PUNCT
ajlm-2329	65	5	naugler	naugler	PROPN
ajlm-2329	65	6	c.	c.	PROPN
ajlm-2329	65	7	using	use	VERB
ajlm-2329	65	8	a	a	DET
ajlm-2329	65	9	systematic	systematic	ADJ
ajlm-2329	65	10	approach	approach	NOUN
ajlm-2329	65	11	to	to	ADP
ajlm-2329	65	12	strategic	strategic	ADJ
ajlm-2329	65	13	innovation	innovation	NOUN
ajlm-2329	65	14	in	in	ADP
ajlm-2329	65	15	laboratory	laboratory	NOUN
ajlm-2329	65	16	medicine	medicine	NOUN
ajlm-2329	65	17	to	to	PART
ajlm-2329	65	18	bring	bring	VERB
ajlm-2329	65	19	about	about	ADP
ajlm-2329	65	20	change	change	NOUN
ajlm-2329	65	21	.	.	PUNCT
ajlm-2329	66	1	crit	crit	PROPN
ajlm-2329	66	2	rev	rev	PROPN
ajlm-2329	66	3	clin	clin	PROPN
ajlm-2329	66	4	lab	lab	PROPN
ajlm-2329	66	5	sci	sci	PROPN
ajlm-2329	66	6	.	.	PUNCT
ajlm-2329	67	1	2022;59(3):178–202	2022;59(3):178–202	NUM
ajlm-2329	67	2	.	.	PUNCT
ajlm-2329	68	1	https://doi.org/10.1080/10408363.2021.1997899	https://doi.org/10.1080/10408363.2021.1997899	PROPN
ajlm-2329	68	2	onywera	onywera	NOUN
ajlm-2329	68	3	h	h	NOUN
ajlm-2329	68	4	,	,	PUNCT
ajlm-2329	68	5	ondoa	ondoa	VERB
ajlm-2329	68	6	p	p	NOUN
ajlm-2329	68	7	,	,	PUNCT
ajlm-2329	68	8	nfii	nfii	ADJ
ajlm-2329	68	9	f	f	PROPN
ajlm-2329	68	10	,	,	PUNCT
ajlm-2329	68	11	et	et	PROPN
ajlm-2329	68	12	al	al	PROPN
ajlm-2329	68	13	.	.	PUNCT
ajlm-2329	69	1	boosting	boost	VERB
ajlm-2329	69	2	pathogen	pathogen	NOUN
ajlm-2329	69	3	genomics	genomic	NOUN
ajlm-2329	69	4	and	and	CCONJ
ajlm-2329	69	5	bioinformatics	bioinformatics	NOUN
ajlm-2329	69	6	workforce	workforce	NOUN
ajlm-2329	69	7	in	in	ADP
ajlm-2329	69	8	africa	africa	PROPN
ajlm-2329	69	9	.	.	PUNCT
ajlm-2329	70	1	lancet	lancet	PROPN
ajlm-2329	70	2	.	.	PUNCT
ajlm-2329	71	1	2023	2023	NUM
ajlm-2329	71	2	.	.	PUNCT
ajlm-2329	72	1	https://doi.org/10.1016/s1473-3099(23)00394-8	https://doi.org/10.1016/s1473-3099(23)00394-8	VERB
ajlm-2329	72	2	strengthening	strengthen	VERB
ajlm-2329	72	3	diagnostics	diagnostic	NOUN
ajlm-2329	72	4	capacity	capacity	NOUN
ajlm-2329	73	1	[	[	X
ajlm-2329	73	2	homepage	homepage	NOUN
ajlm-2329	73	3	on	on	ADP
ajlm-2329	73	4	the	the	DET
ajlm-2329	73	5	internet	internet	NOUN
ajlm-2329	73	6	]	]	PUNCT
ajlm-2329	73	7	.	.	PUNCT
ajlm-2329	74	1	world	world	PROPN
ajlm-2329	74	2	health	health	PROPN
ajlm-2329	74	3	organization	organization	NOUN
ajlm-2329	74	4	;	;	PUNCT
ajlm-2329	74	5	2023	2023	NUM
ajlm-2329	74	6	.	.	PUNCT
ajlm-2329	75	1	[	[	X
ajlm-2329	75	2	cited	cite	VERB
ajlm-2329	75	3	2023	2023	NUM
ajlm-2329	75	4	sept	sept	NOUN
ajlm-2329	75	5	.	.	PROPN
ajlm-2329	75	6	20	20	NUM
ajlm-2329	75	7	]	]	PUNCT
ajlm-2329	75	8	.	.	PUNCT
ajlm-2329	76	1	available	available	ADJ
ajlm-2329	76	2	from	from	ADP
ajlm-2329	76	3	:	:	PUNCT
ajlm-2329	76	4	https://apps.who.int/gb/ebwha/pdf_files/wha76/a76_r5-en.pdf	https://apps.who.int/gb/ebwha/pdf_files/wha76/a76_r5-en.pdf	NOUN
ajlm-2329	76	5	digital	digital	ADJ
ajlm-2329	76	6	transformation	transformation	NOUN
ajlm-2329	76	7	strategy	strategy	NOUN
ajlm-2329	77	1	[	[	X
ajlm-2329	77	2	homepage	homepage	NOUN
ajlm-2329	77	3	on	on	ADP
ajlm-2329	77	4	the	the	DET
ajlm-2329	77	5	internet	internet	NOUN
ajlm-2329	77	6	]	]	PUNCT
ajlm-2329	77	7	.	.	PUNCT
ajlm-2329	78	1	africa	africa	PROPN
ajlm-2329	78	2	cdc	cdc	PROPN
ajlm-2329	78	3	;	;	PUNCT
ajlm-2329	78	4	2023	2023	NUM
ajlm-2329	78	5	.	.	PUNCT
ajlm-2329	79	1	[	[	X
ajlm-2329	79	2	cited	cite	VERB
ajlm-2329	79	3	2023	2023	NUM
ajlm-2329	79	4	sept	sept	NOUN
ajlm-2329	79	5	.	.	PROPN
ajlm-2329	79	6	20	20	NUM
ajlm-2329	79	7	]	]	PUNCT
ajlm-2329	79	8	.	.	PUNCT
ajlm-2329	80	1	available	available	ADJ
ajlm-2329	80	2	from	from	ADP
ajlm-2329	80	3	:	:	PUNCT
ajlm-2329	80	4	https://africacdc.org/download/digital-transformation-strategy/	https://africacdc.org/download/digital-transformation-strategy/	PUNCT
ajlm-2329	80	5	technical	technical	ADJ
ajlm-2329	80	6	series	series	PROPN
ajlm-2329	80	7	on	on	ADP
ajlm-2329	80	8	primary	primary	ADJ
ajlm-2329	80	9	health	health	NOUN
ajlm-2329	80	10	care	care	NOUN
ajlm-2329	81	1	[	[	X
ajlm-2329	81	2	homepage	homepage	NOUN
ajlm-2329	81	3	on	on	ADP
ajlm-2329	81	4	the	the	DET
ajlm-2329	81	5	internet	internet	NOUN
ajlm-2329	81	6	]	]	PUNCT
ajlm-2329	81	7	.	.	PUNCT
ajlm-2329	82	1	world	world	PROPN
ajlm-2329	82	2	health	health	PROPN
ajlm-2329	82	3	organization	organization	NOUN
ajlm-2329	82	4	;	;	PUNCT
ajlm-2329	82	5	2018	2018	NUM
ajlm-2329	82	6	.	.	PUNCT
ajlm-2329	83	1	[	[	X
ajlm-2329	83	2	cited	cite	VERB
ajlm-2329	83	3	2023	2023	NUM
ajlm-2329	83	4	sept	sept	NOUN
ajlm-2329	83	5	.	.	PROPN
ajlm-2329	83	6	20	20	NUM
ajlm-2329	83	7	]	]	PUNCT
ajlm-2329	83	8	.	.	PUNCT
ajlm-2329	84	1	available	available	ADJ
ajlm-2329	84	2	from	from	ADP
ajlm-2329	84	3	:	:	PUNCT
ajlm-2329	84	4	https://www.who.int/docs/default-source/primary-health-care-conference/digital-technologies.pdf	https://www.who.int/docs/default-source/primary-health-care-conference/digital-technologies.pdf	PROPN
ajlm-2329	84	5	laboratory	laboratory	NOUN
ajlm-2329	84	6	systems	system	NOUN
ajlm-2329	84	7	strengthening	strengthen	VERB
ajlm-2329	84	8	community	community	NOUN
ajlm-2329	84	9	of	of	ADP
ajlm-2329	84	10	practice	practice	NOUN
ajlm-2329	84	11	(	(	PUNCT
ajlm-2329	84	12	labcop	labcop	NOUN
ajlm-2329	84	13	)	)	PUNCT
ajlm-2329	85	1	[	[	X
ajlm-2329	85	2	homepage	homepage	NOUN
ajlm-2329	85	3	on	on	ADP
ajlm-2329	85	4	the	the	DET
ajlm-2329	85	5	internet	internet	NOUN
ajlm-2329	85	6	]	]	PUNCT
ajlm-2329	85	7	.	.	PUNCT
ajlm-2329	86	1	african	african	ADJ
ajlm-2329	86	2	society	society	NOUN
ajlm-2329	86	3	for	for	ADP
ajlm-2329	86	4	laboratory	laboratory	NOUN
ajlm-2329	86	5	medicine	medicine	NOUN
ajlm-2329	86	6	(	(	PUNCT
ajlm-2329	86	7	ajlm	ajlm	NOUN
ajlm-2329	86	8	)	)	PUNCT
ajlm-2329	86	9	.	.	PUNCT
ajlm-2329	87	1	[	[	X
ajlm-2329	87	2	cited	cite	VERB
ajlm-2329	87	3	2023	2023	NUM
ajlm-2329	87	4	sept	sept	NOUN
ajlm-2329	87	5	.	.	PROPN
ajlm-2329	87	6	20	20	NUM
ajlm-2329	87	7	]	]	PUNCT
ajlm-2329	87	8	.	.	PUNCT
ajlm-2329	88	1	available	available	ADJ
ajlm-2329	88	2	from	from	ADP
ajlm-2329	88	3	:	:	PUNCT
ajlm-2329	88	4	https://aslm.org/what-we-do/labcop/	https://aslm.org/what-we-do/labcop/	ADJ
ajlm-2329	88	5	aslm	aslm	NOUN
ajlm-2329	88	6	launches	launch	VERB
ajlm-2329	88	7	the	the	DET
ajlm-2329	88	8	laboratory	laboratory	NOUN
ajlm-2329	88	9	directors	director	NOUN
ajlm-2329	88	10	’	’	PART
ajlm-2329	88	11	forum	forum	NOUN
ajlm-2329	88	12	to	to	PART
ajlm-2329	88	13	transform	transform	VERB
ajlm-2329	88	14	laboratory	laboratory	NOUN
ajlm-2329	88	15	best	good	ADJ
ajlm-2329	88	16	practice	practice	NOUN
ajlm-2329	88	17	in	in	ADP
ajlm-2329	88	18	africa	africa	PROPN
ajlm-2329	89	1	[	[	X
ajlm-2329	89	2	homepage	homepage	NOUN
ajlm-2329	89	3	on	on	ADP
ajlm-2329	89	4	the	the	DET
ajlm-2329	89	5	internet	internet	NOUN
ajlm-2329	89	6	]	]	PUNCT
ajlm-2329	89	7	.	.	PUNCT
ajlm-2329	90	1	african	african	ADJ
ajlm-2329	90	2	society	society	NOUN
ajlm-2329	90	3	for	for	ADP
ajlm-2329	90	4	laboratory	laboratory	NOUN
ajlm-2329	90	5	medicine	medicine	NOUN
ajlm-2329	90	6	(	(	PUNCT
ajlm-2329	90	7	ajlm	ajlm	NOUN
ajlm-2329	90	8	)	)	PUNCT
ajlm-2329	90	9	;	;	PUNCT
ajlm-2329	90	10	2022	2022	NUM
ajlm-2329	90	11	.	.	PUNCT
ajlm-2329	91	1	[	[	X
ajlm-2329	91	2	cited	cite	VERB
ajlm-2329	91	3	2023	2023	NUM
ajlm-2329	91	4	sept	sept	NOUN
ajlm-2329	91	5	.	.	PROPN
ajlm-2329	91	6	20	20	NUM
ajlm-2329	91	7	]	]	PUNCT
ajlm-2329	91	8	.	.	PUNCT
ajlm-2329	92	1	available	available	ADJ
ajlm-2329	92	2	from	from	ADP
ajlm-2329	92	3	:	:	PUNCT
ajlm-2329	92	4	https://aslm.org/press-release/aslm-launches-the-laboratory-directors-forum-to-transform-laboratory-best-practice-in-africa/	https://aslm.org/press-release/aslm-launches-the-laboratory-directors-forum-to-transform-laboratory-best-practice-in-africa/	NOUN