id	sid	tid	token	lemma	pos
gs-3400	1	1	georgian	georgian	PROPN
gs-3400	1	2	scientists/	scientists/	NUM
gs-3400	1	3	.	.	PUNCT
gs-3400	2	1	7	7	NUM
gs-3400	2	2	n	n	NUM
gs-3400	2	3	1	1	NUM
gs-3400	2	4	,	,	PUNCT
gs-3400	2	5	2025	2025	NUM
gs-3400	2	6	205	205	NUM
gs-3400	2	7	georgian	georgian	PROPN
gs-3400	2	8	scientists	scientist	NOUN
gs-3400	2	9	vol	vol	NOUN
gs-3400	2	10	.	.	PUNCT
gs-3400	2	11	7	7	NUM
gs-3400	2	12	issue	issue	NOUN
gs-3400	2	13	1	1	NUM
gs-3400	2	14	,	,	PUNCT
gs-3400	2	15	2025	2025	NUM
gs-3400	2	16	https://doi.org/10.52340/gs.2025.07.01.19	https://doi.org/10.52340/gs.2025.07.01.19	NUM
gs-3400	2	17	1	1	NUM
gs-3400	2	18	,	,	PUNCT
gs-3400	2	19	2	2	NUM
gs-3400	2	20	,	,	PUNCT
gs-3400	2	21	3	3	NUM
gs-3400	2	22	1	1	NUM
gs-3400	2	23	,	,	PUNCT
gs-3400	2	24	,	,	PUNCT
gs-3400	2	25	,	,	PUNCT
gs-3400	2	26	,	,	PUNCT
gs-3400	2	27	,	,	PUNCT
gs-3400	2	28	,	,	PUNCT
gs-3400	2	29	0160	0160	NUM
gs-3400	2	30	,	,	PUNCT
gs-3400	2	31	,	,	PUNCT
gs-3400	2	32	.	.	PUNCT
gs-3400	3	1	77	77	NUM
gs-3400	3	2	e	e	NOUN
gs-3400	3	3	-	-	NOUN
gs-3400	3	4	mail	mail	NOUN
gs-3400	3	5	:	:	PUNCT
gs-3400	3	6	z.gurtskaia@gtu.ge	z.gurtskaia@gtu.ge	PROPN
gs-3400	3	7	2	2	NUM
gs-3400	3	8	,	,	PUNCT
gs-3400	3	9	,	,	PUNCT
gs-3400	3	10	,	,	PUNCT
gs-3400	3	11	,	,	PUNCT
gs-3400	3	12	n.kenchadze19@gmail.com	n.kenchadze19@gmail.com	PROPN
gs-3400	3	13	3	3	NUM
gs-3400	3	14	,	,	PUNCT
gs-3400	3	15	,	,	PUNCT
gs-3400	3	16	,	,	PUNCT
gs-3400	3	17	,	,	PUNCT
gs-3400	3	18	0160	0160	NUM
gs-3400	3	19	,	,	PUNCT
gs-3400	3	20	77	77	NUM
gs-3400	3	21	e	e	NOUN
gs-3400	3	22	-	-	NOUN
gs-3400	3	23	mail	mail	NOUN
gs-3400	3	24	:	:	PUNCT
gs-3400	4	1	mariambasilashvili@yahoo.com	mariambasilashvili@yahoo.com	X
gs-3400	4	2	.	.	PUNCT
gs-3400	5	1	,	,	PUNCT
gs-3400	5	2	,	,	PUNCT
gs-3400	5	3	,	,	PUNCT
gs-3400	5	4	.	.	PUNCT
gs-3400	5	5	.	.	PUNCT
gs-3400	6	1	,	,	PUNCT
gs-3400	6	2	covid-19	covid-19	PROPN
gs-3400	6	3	.	.	PUNCT
gs-3400	7	1	,	,	PUNCT
gs-3400	7	2	,	,	PUNCT
gs-3400	7	3	,	,	PUNCT
gs-3400	7	4	,	,	PUNCT
gs-3400	7	5	,	,	PUNCT
gs-3400	7	6	.	.	PUNCT
gs-3400	8	1	,	,	PUNCT
gs-3400	8	2	fda	fda	PROPN
gs-3400	8	3	.	.	PROPN
gs-3400	8	4	,	,	PUNCT
gs-3400	8	5	.	.	PUNCT
gs-3400	9	1	,	,	PUNCT
gs-3400	9	2	,	,	PUNCT
gs-3400	9	3	.	.	PUNCT
gs-3400	10	1	:	:	PUNCT
gs-3400	10	2	,	,	PUNCT
gs-3400	10	3	georgian	georgian	NOUN
gs-3400	10	4	scientists/	scientists/	NUM
gs-3400	10	5	.	.	PUNCT
gs-3400	11	1	7	7	NUM
gs-3400	11	2	n	n	NUM
gs-3400	11	3	1	1	NUM
gs-3400	11	4	,	,	PUNCT
gs-3400	11	5	2025	2025	NUM
gs-3400	11	6	206	206	NUM
gs-3400	11	7	.	.	PUNCT
gs-3400	12	1	,	,	PUNCT
gs-3400	12	2	,	,	PUNCT
gs-3400	12	3	,	,	PUNCT
gs-3400	12	4	.	.	PUNCT
gs-3400	13	1	,	,	PUNCT
gs-3400	13	2	,	,	PUNCT
gs-3400	13	3	,	,	PUNCT
gs-3400	13	4	,	,	PUNCT
gs-3400	13	5	,	,	PUNCT
gs-3400	13	6	.	.	PUNCT
gs-3400	14	1	,	,	PUNCT
gs-3400	14	2	,	,	PUNCT
gs-3400	14	3	,	,	PUNCT
gs-3400	14	4	,	,	PUNCT
gs-3400	14	5	,	,	PUNCT
gs-3400	14	6	.	.	PUNCT
gs-3400	15	1	,	,	PUNCT
gs-3400	15	2	,	,	PUNCT
gs-3400	15	3	.	.	PUNCT
gs-3400	16	1	,	,	PUNCT
gs-3400	16	2	„	„	PUNCT
gs-3400	16	3	“	"	PUNCT
gs-3400	16	4	1956	1956	NUM
gs-3400	16	5	.	.	PUNCT
gs-3400	16	6	.	.	PUNCT
gs-3400	17	1	,	,	PUNCT
gs-3400	17	2	,	,	PUNCT
gs-3400	17	3	.	.	PUNCT
gs-3400	18	1	1970	1970	NUM
gs-3400	18	2	.	.	PUNCT
gs-3400	19	1	,	,	PUNCT
gs-3400	19	2	.	.	PUNCT
gs-3400	20	1	:	:	PUNCT
gs-3400	20	2	,	,	PUNCT
gs-3400	20	3	.	.	PUNCT
gs-3400	21	1	,	,	PUNCT
gs-3400	21	2	:	:	PUNCT
gs-3400	21	3	aicure	aicure	NOUN
gs-3400	21	4	(	(	PUNCT
gs-3400	21	5	)	)	PUNCT
gs-3400	21	6	.	.	PUNCT
gs-3400	21	7	,	,	PUNCT
gs-3400	21	8	.	.	PUNCT
gs-3400	21	9	.	.	PUNCT
gs-3400	22	1	aiva	aiva	PROPN
gs-3400	22	2	health	health	PROPN
gs-3400	22	3	(	(	PUNCT
gs-3400	22	4	)	)	PUNCT
gs-3400	22	5	,	,	PUNCT
gs-3400	22	6	.	.	PUNCT
gs-3400	23	1	bot	bot	PROPN
gs-3400	23	2	md	md	PROPN
gs-3400	23	3	(	(	PUNCT
gs-3400	23	4	)	)	PUNCT
gs-3400	23	5	.	.	PUNCT
gs-3400	23	6	,	,	PUNCT
gs-3400	23	7	.	.	PUNCT
gs-3400	23	8	.	.	PUNCT
gs-3400	24	1	apple	apple	NOUN
gs-3400	24	2	newsroom	newsroom	NOUN
gs-3400	24	3	,	,	PUNCT
gs-3400	24	4	,	,	PUNCT
gs-3400	24	5	google	google	PROPN
gs-3400	24	6	apple	apple	PROPN
gs-3400	24	7	,	,	PUNCT
gs-3400	24	8	georgian	georgian	NOUN
gs-3400	24	9	scientists/	scientists/	NUM
gs-3400	24	10	.	.	PUNCT
gs-3400	25	1	7	7	NUM
gs-3400	25	2	n	n	NUM
gs-3400	25	3	1	1	NUM
gs-3400	25	4	,	,	PUNCT
gs-3400	25	5	2025	2025	NUM
gs-3400	25	6	207	207	NUM
gs-3400	25	7	.	.	PUNCT
gs-3400	26	1	,	,	PUNCT
gs-3400	26	2	,	,	PUNCT
gs-3400	26	3	,	,	PUNCT
gs-3400	26	4	,	,	PUNCT
gs-3400	26	5	.	.	PUNCT
gs-3400	27	1	bluedot	bluedot	NOUN
gs-3400	27	2	,	,	PUNCT
gs-3400	27	3	.	.	PUNCT
gs-3400	28	1	bluedot	bluedot	PROPN
gs-3400	28	2	covid-19	covid-19	PROPN
gs-3400	28	3	,	,	PUNCT
gs-3400	28	4	.	.	PUNCT
gs-3400	29	1	,	,	PUNCT
gs-3400	29	2	.	.	PUNCT
gs-3400	30	1	,	,	PUNCT
gs-3400	30	2	100,000	100,000	NUM
gs-3400	30	3	,	,	PUNCT
gs-3400	30	4	65	65	NUM
gs-3400	30	5	,	,	PUNCT
gs-3400	30	6	,	,	PUNCT
gs-3400	30	7	,	,	PUNCT
gs-3400	30	8	,	,	PUNCT
gs-3400	30	9	.	.	PUNCT
gs-3400	31	1	,	,	PUNCT
gs-3400	31	2	.	.	PUNCT
gs-3400	32	1	,	,	PUNCT
gs-3400	32	2	,	,	PUNCT
gs-3400	32	3	.	.	PUNCT
gs-3400	33	1	,	,	PUNCT
gs-3400	33	2	.	.	PUNCT
gs-3400	33	3	.	.	PUNCT
gs-3400	33	4	.	.	PUNCT
gs-3400	34	1	.	.	PUNCT
gs-3400	34	2	.	.	PUNCT
gs-3400	35	1	,	,	PUNCT
gs-3400	35	2	.	.	PUNCT
gs-3400	36	1	,	,	PUNCT
gs-3400	36	2	.	.	PUNCT
gs-3400	37	1	,	,	PUNCT
gs-3400	37	2	.	.	PUNCT
gs-3400	37	3	.	.	PUNCT
gs-3400	38	1	.	.	PUNCT
gs-3400	39	1	,	,	PUNCT
gs-3400	39	2	.	.	PUNCT
gs-3400	40	1	,	,	PUNCT
gs-3400	40	2	,	,	PUNCT
gs-3400	40	3	.	.	PUNCT
gs-3400	41	1	,	,	PUNCT
gs-3400	41	2	.	.	PUNCT
gs-3400	42	1	,	,	PUNCT
gs-3400	42	2	,	,	PUNCT
gs-3400	42	3	.	.	PUNCT
gs-3400	42	4	.	.	PUNCT
gs-3400	43	1	georgian	georgian	NOUN
gs-3400	43	2	scientists/	scientists/	NUM
gs-3400	43	3	.	.	PUNCT
gs-3400	44	1	7	7	NUM
gs-3400	44	2	n	n	NUM
gs-3400	44	3	1	1	NUM
gs-3400	44	4	,	,	PUNCT
gs-3400	44	5	2025	2025	NUM
gs-3400	44	6	208	208	NUM
gs-3400	44	7	,	,	PUNCT
gs-3400	44	8	,	,	PUNCT
gs-3400	44	9	,	,	PUNCT
gs-3400	44	10	,	,	PUNCT
gs-3400	44	11	.	.	PUNCT
gs-3400	45	1	,	,	PUNCT
gs-3400	45	2	,	,	PUNCT
gs-3400	45	3	.	.	PUNCT
gs-3400	46	1	,	,	PUNCT
gs-3400	46	2	.	.	PUNCT
gs-3400	47	1	fda	fda	PROPN
gs-3400	47	2	(	(	PUNCT
gs-3400	47	3	)	)	PUNCT
gs-3400	47	4	950	950	NUM
gs-3400	47	5	.	.	PUNCT
gs-3400	47	6	.	.	PUNCT
gs-3400	48	1	fda	fda	PROPN
gs-3400	48	2	950	950	NUM
gs-3400	48	3	750	750	NUM
gs-3400	48	4	.	.	PUNCT
gs-3400	49	1	:	:	PUNCT
gs-3400	49	2	.	.	PUNCT
gs-3400	50	1	2024	2024	NUM
gs-3400	50	2	7	7	NUM
gs-3400	50	3	,	,	PUNCT
gs-3400	50	4	icometrix	icometrix	NOUN
gs-3400	50	5	icobrain	icobrain	NOUN
gs-3400	50	6	aria	aria	PROPN
gs-3400	50	7	.	.	PUNCT
gs-3400	51	1	icobrain	icobrain	PROPN
gs-3400	51	2	aria	aria	PROPN
gs-3400	51	3	(	(	PUNCT
gs-3400	51	4	amyloid	amyloid	NOUN
gs-3400	51	5	-	-	PUNCT
gs-3400	51	6	related	relate	VERB
gs-3400	51	7	imaging	imaging	NOUN
gs-3400	51	8	abnormalities	abnormality	NOUN
gs-3400	51	9	)	)	PUNCT
gs-3400	51	10	,	,	PUNCT
gs-3400	51	11	,	,	PUNCT
gs-3400	51	12	aria	aria	PROPN
gs-3400	51	13	,	,	PUNCT
gs-3400	51	14	(	(	PUNCT
gs-3400	51	15	)	)	PUNCT
gs-3400	51	16	.	.	PUNCT
gs-3400	52	1	aria	aria	PROPN
gs-3400	52	2	,	,	PUNCT
gs-3400	52	3	.	.	PUNCT
gs-3400	53	1	fda	fda	PROPN
gs-3400	53	2	,	,	PUNCT
gs-3400	53	3	aria	aria	PROPN
gs-3400	53	4	,	,	PUNCT
gs-3400	53	5	.	.	PUNCT
gs-3400	53	6	.	.	PUNCT
gs-3400	53	7	.	.	PUNCT
gs-3400	54	1	(	(	PUNCT
gs-3400	54	2	fda	fda	PROPN
gs-3400	54	3	)	)	PUNCT
gs-3400	54	4	,	,	PUNCT
gs-3400	54	5	.	.	PUNCT
gs-3400	55	1	biomonitor	biomonitor	NOUN
gs-3400	55	2	2	2	NUM
gs-3400	55	3	.	.	PUNCT
gs-3400	55	4	.	.	PUNCT
gs-3400	55	5	.	.	PUNCT
gs-3400	56	1	.	.	PUNCT
gs-3400	57	1	lifevest	lifev	ADJ
gs-3400	57	2	,	,	PUNCT
gs-3400	57	3	,	,	PUNCT
gs-3400	57	4	georgian	georgian	NOUN
gs-3400	57	5	scientists/	scientists/	NUM
gs-3400	57	6	.	.	PUNCT
gs-3400	58	1	7	7	NUM
gs-3400	58	2	n	n	NUM
gs-3400	58	3	1	1	NUM
gs-3400	58	4	,	,	PUNCT
gs-3400	58	5	2025	2025	NUM
gs-3400	58	6	209	209	NUM
gs-3400	58	7	.	.	PUNCT
gs-3400	58	8	.	.	PUNCT
gs-3400	59	1	,	,	PUNCT
gs-3400	59	2	lifevest	lifev	ADJ
gs-3400	59	3	,	,	PUNCT
gs-3400	59	4	,	,	PUNCT
gs-3400	59	5	.	.	PUNCT
gs-3400	59	6	.	.	PUNCT
gs-3400	60	1	micra	micra	NOUN
gs-3400	60	2	(	(	PUNCT
gs-3400	60	3	tps	tps	NOUN
gs-3400	60	4	)	)	PUNCT
gs-3400	60	5	,	,	PUNCT
gs-3400	60	6	,	,	PUNCT
gs-3400	60	7	.	.	PUNCT
gs-3400	61	1	av	av	PROPN
gs-3400	61	2	.	.	PUNCT
gs-3400	62	1	lifeflow	lifeflow	ADJ
gs-3400	62	2	rapid	rapid	ADJ
gs-3400	62	3	fluid	fluid	NOUN
gs-3400	62	4	infuser	infuser	NOUN
gs-3400	62	5	:	:	PUNCT
gs-3400	62	6	,	,	PUNCT
gs-3400	62	7	,	,	PUNCT
gs-3400	62	8	.	.	PUNCT
gs-3400	63	1	cardiomems	cardiomem	VERB
gs-3400	63	2	hf	hf	X
gs-3400	64	1	(	(	PUNCT
gs-3400	64	2	pa	pa	PROPN
gs-3400	64	3	)	)	PUNCT
gs-3400	64	4	,	,	PUNCT
gs-3400	64	5	.	.	PUNCT
gs-3400	65	1	,	,	PUNCT
gs-3400	65	2	.	.	PUNCT
gs-3400	66	1	,	,	PUNCT
gs-3400	66	2	cardiomems	cardiomem	VERB
gs-3400	66	3	hf	hf	VERB
gs-3400	66	4	.	.	PUNCT
gs-3400	67	1	,	,	PUNCT
gs-3400	67	2	.	.	PUNCT
gs-3400	68	1	,	,	PUNCT
gs-3400	68	2	,	,	PUNCT
gs-3400	68	3	alphafold	alphafold	ADJ
gs-3400	68	4	.	.	PUNCT
gs-3400	69	1	3d	3d	NUM
gs-3400	69	2	,	,	PUNCT
gs-3400	69	3	.	.	PUNCT
gs-3400	70	1	alphafold	alphafold	ADJ
gs-3400	70	2	.	.	PUNCT
gs-3400	71	1	,	,	PUNCT
gs-3400	71	2	,	,	PUNCT
gs-3400	71	3	.	.	PUNCT
gs-3400	72	1	,	,	PUNCT
gs-3400	72	2	.	.	PUNCT
gs-3400	73	1	,	,	PUNCT
gs-3400	73	2	,	,	PUNCT
gs-3400	73	3	,	,	PUNCT
gs-3400	73	4	.	.	PUNCT
gs-3400	74	1	,	,	PUNCT
gs-3400	74	2	,	,	PUNCT
gs-3400	74	3	.	.	PUNCT
gs-3400	74	4	.	.	PUNCT
gs-3400	75	1	georgian	georgian	NOUN
gs-3400	75	2	scientists/	scientists/	NUM
gs-3400	75	3	.	.	PUNCT
gs-3400	76	1	7	7	NUM
gs-3400	76	2	n	n	NUM
gs-3400	76	3	1	1	NUM
gs-3400	76	4	,	,	PUNCT
gs-3400	76	5	2025	2025	NUM
gs-3400	76	6	210	210	NUM
gs-3400	76	7	.	.	PUNCT
gs-3400	76	8	.	.	PUNCT
gs-3400	77	1	,	,	PUNCT
gs-3400	77	2	,	,	PUNCT
gs-3400	77	3	,	,	PUNCT
gs-3400	77	4	,	,	PUNCT
gs-3400	77	5	,	,	PUNCT
gs-3400	77	6	,	,	PUNCT
gs-3400	77	7	.	.	PUNCT
gs-3400	77	8	.	.	PUNCT
gs-3400	78	1	2023	2023	NUM
gs-3400	78	2	(	(	PUNCT
gs-3400	78	3	.	.	PUNCT
gs-3400	78	4	,	,	PUNCT
gs-3400	78	5	)	)	PUNCT
gs-3400	78	6	,	,	PUNCT
gs-3400	78	7	.	.	PUNCT
gs-3400	78	8	.	.	PUNCT
gs-3400	79	1	,	,	PUNCT
gs-3400	79	2	,	,	PUNCT
gs-3400	79	3	.	.	PUNCT
gs-3400	79	4	.	.	PUNCT
gs-3400	80	1	.	.	PUNCT
gs-3400	81	1	,	,	PUNCT
gs-3400	81	2	,	,	PUNCT
gs-3400	81	3	.	.	PUNCT
gs-3400	82	1	,	,	PUNCT
gs-3400	82	2	.	.	PUNCT
gs-3400	82	3	.	.	PUNCT
gs-3400	83	1	,	,	PUNCT
gs-3400	83	2	,	,	PUNCT
gs-3400	83	3	.	.	PUNCT
gs-3400	84	1	,	,	PUNCT
gs-3400	84	2	,	,	PUNCT
gs-3400	84	3	.	.	PUNCT
gs-3400	85	1	1	1	X
gs-3400	85	2	.	.	X
gs-3400	85	3	.	.	PUNCT
gs-3400	86	1	–	–	PUNCT
gs-3400	86	2	works	work	NOUN
gs-3400	86	3	of	of	ADP
gs-3400	86	4	gtu	gtu	PROPN
gs-3400	86	5	issn	issn	PROPN
gs-3400	86	6	15120996	15120996	NUM
gs-3400	86	7	2	2	NUM
gs-3400	86	8	(	(	PUNCT
gs-3400	86	9	528	528	NUM
gs-3400	86	10	)	)	PUNCT
gs-3400	86	11	,	,	PUNCT
gs-3400	86	12	2023	2023	NUM
gs-3400	86	13	2.geéron	2.geéron	NUM
gs-3400	86	14	a.	a.	NOUN
gs-3400	86	15	hands	hand	NOUN
gs-3400	86	16	-	-	PUNCT
gs-3400	86	17	on	on	ADP
gs-3400	86	18	machine	machine	NOUN
gs-3400	86	19	learning	learn	VERB
gs-3400	86	20	with	with	ADP
gs-3400	86	21	scikit	scikit	NOUN
gs-3400	86	22	-	-	PUNCT
gs-3400	86	23	learn	learn	VERB
gs-3400	86	24	&	&	CCONJ
gs-3400	86	25	tensor	tensor	NOUN
gs-3400	86	26	flow	flow	NOUN
gs-3400	86	27	.	.	PUNCT
gs-3400	87	1	1st	1st	ADJ
gs-3400	87	2	ed	ed	NOUN
gs-3400	87	3	.	.	PUNCT
gs-3400	87	4	sebastopol	sebastopol	PROPN
gs-3400	87	5	,	,	PUNCT
gs-3400	87	6	ca	ca	PROPN
gs-3400	87	7	,	,	PUNCT
gs-3400	87	8	usa	usa	PROPN
gs-3400	87	9	:	:	PUNCT
gs-3400	87	10	o'reilly	o'reilly	PROPN
gs-3400	87	11	;	;	PUNCT
gs-3400	87	12	2017	2017	NUM
gs-3400	87	13	.	.	PUNCT
gs-3400	88	1	3	3	X
gs-3400	88	2	.	.	X
gs-3400	88	3	first	first	ADJ
gs-3400	88	4	tests	test	NOUN
gs-3400	88	5	|	|	ADV
gs-3400	88	6	mastering	master	VERB
gs-3400	88	7	the	the	DET
gs-3400	88	8	game	game	NOUN
gs-3400	88	9	|	|	CCONJ
gs-3400	88	10	computer	computer	NOUN
gs-3400	88	11	history	history	NOUN
gs-3400	88	12	museum	museum	PROPN
gs-3400	88	13	.	.	PUNCT
gs-3400	89	1	www.computerhistory.org	www.computerhistory.org	PROPN
gs-3400	89	2	.	.	PUNCT
gs-3400	90	1	https://www.computerhistory.org/chess/first-tests/	https://www.computerhistory.org/chess/first-tests/	NOUN
gs-3400	90	2	4.ridley	4.ridley	NUM
gs-3400	90	3	db	db	NOUN
gs-3400	90	4	.	.	PUNCT
gs-3400	90	5	priorities	priority	NOUN
gs-3400	90	6	for	for	ADP
gs-3400	90	7	the	the	DET
gs-3400	90	8	priority	priority	NOUN
gs-3400	90	9	review	review	NOUN
gs-3400	90	10	voucher	voucher	ADJ
gs-3400	90	11	.	.	PUNCT
gs-3400	91	1	am	be	AUX
gs-3400	91	2	j	j	PROPN
gs-3400	91	3	trop	trop	X
gs-3400	91	4	med	med	PROPN
gs-3400	91	5	hyg	hyg	PROPN
gs-3400	91	6	.	.	PROPN
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gs-3400	92	2	.	.	PUNCT
gs-3400	93	1	doi	doi	NOUN
gs-3400	93	2	:	:	PUNCT
gs-3400	93	3	10.4269	10.4269	NUM
gs-3400	93	4	/	/	SYM
gs-3400	93	5	ajtmh.16	ajtmh.16	PROPN
gs-3400	93	6	-	-	PUNCT
gs-3400	93	7	0600	0600	NUM
gs-3400	93	8	.	.	PUNCT
gs-3400	94	1	georgian	georgian	NOUN
gs-3400	94	2	scientists/	scientists/	NUM
gs-3400	94	3	.	.	PUNCT
gs-3400	95	1	7	7	NUM
gs-3400	95	2	n	n	NUM
gs-3400	95	3	1	1	NUM
gs-3400	95	4	,	,	PUNCT
gs-3400	95	5	2025	2025	NUM
gs-3400	95	6	211	211	NUM
gs-3400	95	7	5	5	NUM
gs-3400	95	8	.	.	PUNCT
gs-3400	95	9	laura	laura	PROPN
gs-3400	95	10	craft	craft	PROPN
gs-3400	95	11	.	.	PUNCT
gs-3400	96	1	emerging	emerge	VERB
gs-3400	96	2	applications	application	NOUN
gs-3400	96	3	of	of	ADP
gs-3400	96	4	ai	ai	VERB
gs-3400	96	5	for	for	ADP
gs-3400	96	6	healthcare	healthcare	NOUN
gs-3400	96	7	providers	provider	NOUN
gs-3400	96	8	gartner	gartner	PROPN
gs-3400	96	9	.	.	PUNCT
gs-3400	96	10	2017	2017	NUM
gs-3400	96	11	.	.	PUNCT
gs-3400	97	1	[	[	X
gs-3400	97	2	last	last	ADV
gs-3400	97	3	accessed	access	VERB
gs-3400	97	4	on	on	ADP
gs-3400	97	5	2019	2019	NUM
gs-3400	97	6	jun	jun	PROPN
gs-3400	97	7	24	24	NUM
gs-3400	97	8	]	]	PUNCT
gs-3400	97	9	.	.	PUNCT
gs-3400	98	1	available	available	ADJ
gs-3400	98	2	from	from	ADP
gs-3400	98	3	:	:	PUNCT
gs-3400	98	4	https://wwwgartnercom	https://wwwgartnercom	X
gs-3400	98	5	/	/	SYM
gs-3400	98	6	en	en	PROPN
gs-3400	98	7	/	/	SYM
gs-3400	98	8	documents/3753763	documents/3753763	ADJ
gs-3400	98	9	/	/	SYM
gs-3400	98	10	emergingapplications	emergingapplication	NOUN
gs-3400	98	11	-	-	PUNCT
gs-3400	98	12	of	of	ADP
gs-3400	98	13	-	-	PUNCT
gs-3400	98	14	ai	ai	NOUN
gs-3400	98	15	-	-	PUNCT
gs-3400	98	16	for	for	ADP
gs-3400	98	17	-	-	PUNCT
gs-3400	98	18	healthcare	healthcare	NOUN
gs-3400	98	19	-	-	PUNCT
gs-3400	98	20	providers	provider	NOUN
gs-3400	98	21	6	6	NUM
gs-3400	98	22	.	.	PUNCT
gs-3400	99	1	dilsizian	dilsizian	PROPN
gs-3400	99	2	s	s	PROPN
gs-3400	99	3	,	,	PUNCT
gs-3400	99	4	siegel	siegel	PROPN
gs-3400	99	5	e.	e.	PROPN
gs-3400	99	6	artificial	artificial	PROPN
gs-3400	99	7	intelligence	intelligence	PROPN
gs-3400	99	8	in	in	ADP
gs-3400	99	9	medicine	medicine	NOUN
gs-3400	99	10	and	and	CCONJ
gs-3400	99	11	cardiac	cardiac	ADJ
gs-3400	99	12	imaging	imaging	NOUN
gs-3400	99	13	:	:	PUNCT
gs-3400	99	14	harnessing	harness	VERB
gs-3400	99	15	big	big	ADJ
gs-3400	99	16	data	datum	NOUN
gs-3400	99	17	and	and	CCONJ
gs-3400	99	18	advanced	advanced	ADJ
gs-3400	99	19	computing	computing	NOUN
gs-3400	99	20	to	to	PART
gs-3400	99	21	provide	provide	VERB
gs-3400	99	22	personalized	personalized	ADJ
gs-3400	99	23	medical	medical	ADJ
gs-3400	99	24	diagnosis	diagnosis	NOUN
gs-3400	99	25	and	and	CCONJ
gs-3400	99	26	treatment	treatment	NOUN
gs-3400	99	27	.	.	PUNCT
gs-3400	100	1	curr	curr	PROPN
gs-3400	100	2	cardiol	cardiol	PROPN
gs-3400	100	3	rep	rep	PROPN
gs-3400	100	4	.	.	PROPN
gs-3400	100	5	2014;16:2014	2014;16:2014	NUM
gs-3400	100	6	.	.	PUNCT
gs-3400	100	7	doi	doi	NOUN
gs-3400	100	8	:	:	PUNCT
gs-3400	100	9	10.1007	10.1007	NUM
gs-3400	100	10	/	/	SYM
gs-3400	100	11	s11886	s11886	NOUN
gs-3400	100	12	-	-	PUNCT
gs-3400	100	13	013	013	NUM
gs-3400	100	14	-	-	PUNCT
gs-3400	100	15	0441	0441	NUM
gs-3400	100	16	-	-	SYM
gs-3400	100	17	8	8	NUM
gs-3400	100	18	.	.	PUNCT
gs-3400	101	1	7.health	7.health	NUM
gs-3400	101	2	,	,	PUNCT
gs-3400	101	3	c.	c.	NOUN
gs-3400	101	4	for	for	ADP
gs-3400	101	5	d.	d.	PROPN
gs-3400	101	6	and	and	CCONJ
gs-3400	101	7	r.	r.	PROPN
gs-3400	101	8	(	(	PUNCT
gs-3400	101	9	2021	2021	NUM
gs-3400	101	10	)	)	PUNCT
gs-3400	101	11	.	.	PUNCT
gs-3400	102	1	artificial	artificial	ADJ
gs-3400	102	2	intelligence	intelligence	NOUN
gs-3400	102	3	and	and	CCONJ
gs-3400	102	4	machine	machine	NOUN
gs-3400	102	5	learning	learning	NOUN
gs-3400	102	6	(	(	PUNCT
gs-3400	102	7	ai	ai	PROPN
gs-3400	102	8	/	/	SYM
gs-3400	102	9	ml)-enabled	ml)-enable	VERB
gs-3400	102	10	medical	medical	ADJ
gs-3400	102	11	devices	device	NOUN
gs-3400	102	12	.	.	PUNCT
gs-3400	103	1	fda	fda	PROPN
gs-3400	103	2	.	.	PUNCT
gs-3400	104	1	https://www.fda.gov/medical-devices/software-medical-device-samd/artificialintelligence-and-machine-learning-aiml-enabled-medical-devices	https://www.fda.gov/medical-devices/software-medical-device-samd/artificialintelligence-and-machine-learning-aiml-enabled-medical-device	NOUN
gs-3400	104	2	8.filippi	8.filippi	NUM
gs-3400	104	3	m	m	NOUN
gs-3400	104	4	,	,	PUNCT
gs-3400	104	5	cecchetti	cecchetti	VERB
gs-3400	104	6	g	g	NOUN
gs-3400	104	7	,	,	PUNCT
gs-3400	104	8	spinelli	spinelli	NOUN
gs-3400	104	9	eg	eg	NOUN
gs-3400	104	10	,	,	PUNCT
gs-3400	104	11	vezzulli	vezzulli	ADP
gs-3400	104	12	p	p	X
gs-3400	104	13	,	,	PUNCT
gs-3400	104	14	falini	falini	ADJ
gs-3400	104	15	a	a	PRON
gs-3400	104	16	,	,	PUNCT
gs-3400	104	17	agosta	agosta	PROPN
gs-3400	104	18	f.	f.	PROPN
gs-3400	104	19	amyloid	amyloid	NOUN
gs-3400	104	20	-	-	PUNCT
gs-3400	104	21	related	relate	VERB
gs-3400	104	22	imaging	imaging	NOUN
gs-3400	104	23	abnormalities	abnormality	NOUN
gs-3400	104	24	and	and	CCONJ
gs-3400	104	25	beta	beta	NOUN
gs-3400	104	26	-	-	PUNCT
gs-3400	104	27	amyloidtargeting	amyloidtargete	VERB
gs-3400	104	28	antibodies	antibodie	VERB
gs-3400	104	29	:	:	PUNCT
gs-3400	104	30	a	a	DET
gs-3400	104	31	systematic	systematic	ADJ
gs-3400	104	32	review	review	NOUN
gs-3400	104	33	.	.	PUNCT
gs-3400	105	1	jama	jama	PROPN
gs-3400	105	2	neurol	neurol	PROPN
gs-3400	105	3	.	.	PUNCT
gs-3400	106	1	2022	2022	NUM
gs-3400	106	2	;	;	PUNCT
gs-3400	106	3	79:291304	79:291304	PROPN
gs-3400	106	4	9	9	NUM
gs-3400	106	5	.	.	X
gs-3400	106	6	davoudi	davoudi	PROPN
gs-3400	106	7	a	a	PROPN
gs-3400	106	8	,	,	PUNCT
gs-3400	106	9	malhotra	malhotra	PROPN
gs-3400	106	10	kr	kr	PROPN
gs-3400	106	11	,	,	PUNCT
gs-3400	106	12	shickel	shickel	NOUN
gs-3400	106	13	b	b	PROPN
gs-3400	106	14	,	,	PUNCT
gs-3400	106	15	siegel	siegel	PROPN
gs-3400	106	16	s	s	PROPN
gs-3400	106	17	,	,	PUNCT
gs-3400	106	18	williams	williams	PROPN
gs-3400	106	19	s	s	PROPN
gs-3400	106	20	,	,	PUNCT
gs-3400	106	21	ruppert	ruppert	PROPN
gs-3400	106	22	m	m	PROPN
gs-3400	106	23	,	,	PUNCT
gs-3400	106	24	et	et	PROPN
gs-3400	106	25	al	al	PROPN
gs-3400	106	26	.	.	PUNCT
gs-3400	106	27	intelligent	intelligent	ADJ
gs-3400	106	28	icu	icu	PROPN
gs-3400	106	29	for	for	ADP
gs-3400	106	30	autonomous	autonomous	ADJ
gs-3400	106	31	patient	patient	NOUN
gs-3400	106	32	monitoring	monitoring	NOUN
gs-3400	106	33	using	use	VERB
gs-3400	106	34	pervasive	pervasive	ADJ
gs-3400	106	35	sensing	sensing	NOUN
gs-3400	106	36	and	and	CCONJ
gs-3400	106	37	deep	deep	ADJ
gs-3400	106	38	learning	learning	NOUN
gs-3400	106	39	.	.	PUNCT
gs-3400	107	1	sci	sci	PROPN
gs-3400	107	2	rep	rep	PROPN
gs-3400	107	3	.	.	PROPN
gs-3400	107	4	2019;9:8020	2019;9:8020	NOUN
gs-3400	107	5	.	.	PUNCT
gs-3400	108	1	https://doi.org/10.1038/s41598-019-44004-w	https://doi.org/10.1038/s41598-019-44004-w	PROPN
gs-3400	108	2	.	.	PROPN
gs-3400	109	1	10	10	NUM
gs-3400	109	2	.	.	X
gs-3400	109	3	ellsworth	ellsworth	PROPN
gs-3400	109	4	ma	ma	PROPN
gs-3400	109	5	,	,	PUNCT
gs-3400	109	6	lang	lang	PROPN
gs-3400	109	7	tr	tr	VERB
gs-3400	109	8	,	,	PUNCT
gs-3400	109	9	pickering	pickere	VERB
gs-3400	109	10	bw	bw	PROPN
gs-3400	109	11	,	,	PUNCT
gs-3400	109	12	herasevich	herasevich	NOUN
gs-3400	109	13	v.	v.	ADP
gs-3400	109	14	clinical	clinical	ADJ
gs-3400	109	15	data	datum	NOUN
gs-3400	109	16	needs	need	VERB
gs-3400	109	17	in	in	ADP
gs-3400	109	18	the	the	DET
gs-3400	109	19	neonatal	neonatal	ADJ
gs-3400	109	20	intensive	intensive	ADJ
gs-3400	109	21	care	care	NOUN
gs-3400	109	22	unit	unit	NOUN
gs-3400	109	23	electronic	electronic	ADJ
gs-3400	109	24	medical	medical	ADJ
gs-3400	109	25	record	record	NOUN
gs-3400	109	26	.	.	PUNCT
gs-3400	110	1	bmc	bmc	PROPN
gs-3400	110	2	med	med	ADJ
gs-3400	110	3	inform	inform	NOUN
gs-3400	110	4	decis	decis	PROPN
gs-3400	110	5	mak	mak	PROPN
gs-3400	110	6	.	.	PUNCT
gs-3400	111	1	2014;14:92	2014;14:92	NUM
gs-3400	111	2	.	.	PUNCT
gs-3400	112	1	11	11	NUM
gs-3400	112	2	.	.	X
gs-3400	112	3	chioma	chioma	PROPN
gs-3400	112	4	,	,	PUNCT
gs-3400	112	5	r.	r.	PROPN
gs-3400	112	6	,	,	PUNCT
gs-3400	112	7	sbordone	sbordone	NOUN
gs-3400	112	8	,	,	PUNCT
gs-3400	112	9	a.	a.	NOUN
gs-3400	112	10	,	,	PUNCT
gs-3400	112	11	patti	patti	PROPN
gs-3400	112	12	,	,	PUNCT
gs-3400	112	13	m.	m.	NOUN
gs-3400	112	14	l.	l.	PROPN
gs-3400	112	15	,	,	PUNCT
gs-3400	112	16	perri	perri	PROPN
gs-3400	112	17	,	,	PUNCT
gs-3400	112	18	a.	a.	PROPN
gs-3400	112	19	,	,	PUNCT
gs-3400	112	20	vento	vento	PROPN
gs-3400	112	21	,	,	PUNCT
gs-3400	112	22	g.	g.	PROPN
gs-3400	112	23	,	,	PUNCT
gs-3400	112	24	&	&	CCONJ
gs-3400	112	25	nobile	nobile	PROPN
gs-3400	112	26	,	,	PUNCT
gs-3400	112	27	s.	s.	PROPN
gs-3400	112	28	(	(	PUNCT
gs-3400	112	29	2023	2023	NUM
gs-3400	112	30	)	)	PUNCT
gs-3400	112	31	.	.	PUNCT
gs-3400	113	1	applications	application	NOUN
gs-3400	113	2	of	of	ADP
gs-3400	113	3	artificial	artificial	ADJ
gs-3400	113	4	intelligence	intelligence	NOUN
gs-3400	113	5	in	in	ADP
gs-3400	113	6	neonatology	neonatology	NOUN
gs-3400	113	7	.	.	PUNCT
gs-3400	114	1	applied	apply	VERB
gs-3400	114	2	sciences	science	NOUN
gs-3400	114	3	,	,	PUNCT
gs-3400	114	4	13(5	13(5	NUM
gs-3400	114	5	)	)	PUNCT
gs-3400	114	6	,	,	PUNCT
gs-3400	114	7	3211	3211	NUM
gs-3400	114	8	.	.	PUNCT
gs-3400	115	1	https://doi.org/10.3390/app13053211	https://doi.org/10.3390/app13053211	PRON
gs-3400	115	2	artificial	artificial	ADJ
gs-3400	115	3	intelligence	intelligence	NOUN
gs-3400	115	4	and	and	CCONJ
gs-3400	115	5	medicine	medicine	NOUN
gs-3400	115	6	zviad	zviad	PROPN
gs-3400	115	7	gurtskaia	gurtskaia	PROPN
gs-3400	115	8	,	,	PUNCT
gs-3400	115	9	natia	natia	PROPN
gs-3400	115	10	kenchadze	kenchadze	PROPN
gs-3400	115	11	,	,	PUNCT
gs-3400	115	12	marina	marina	PROPN
gs-3400	115	13	basilashvili	basilashvili	NOUN
gs-3400	115	14	abstract	abstract	ADJ
gs-3400	115	15	artificial	artificial	ADJ
gs-3400	115	16	intelligence	intelligence	NOUN
gs-3400	115	17	(	(	PUNCT
gs-3400	115	18	ai	ai	VERB
gs-3400	115	19	)	)	PUNCT
gs-3400	115	20	is	be	AUX
gs-3400	115	21	increasingly	increasingly	ADV
gs-3400	115	22	integrated	integrate	VERB
gs-3400	115	23	into	into	ADP
gs-3400	115	24	medical	medical	ADJ
gs-3400	115	25	sciences	science	NOUN
gs-3400	115	26	,	,	PUNCT
gs-3400	115	27	aiding	aid	VERB
gs-3400	115	28	in	in	ADP
gs-3400	115	29	disease	disease	NOUN
gs-3400	115	30	diagnosis	diagnosis	NOUN
gs-3400	115	31	,	,	PUNCT
gs-3400	115	32	drug	drug	NOUN
gs-3400	115	33	discovery	discovery	NOUN
gs-3400	115	34	,	,	PUNCT
gs-3400	115	35	and	and	CCONJ
gs-3400	115	36	improving	improve	VERB
gs-3400	115	37	patient	patient	ADJ
gs-3400	115	38	care	care	NOUN
gs-3400	115	39	.	.	PUNCT
gs-3400	116	1	notably	notably	ADV
gs-3400	116	2	,	,	PUNCT
gs-3400	116	3	ai	ai	VERB
gs-3400	116	4	has	have	AUX
gs-3400	116	5	proven	prove	VERB
gs-3400	116	6	crucial	crucial	ADJ
gs-3400	116	7	during	during	ADP
gs-3400	116	8	public	public	ADJ
gs-3400	116	9	health	health	NOUN
gs-3400	116	10	crises	crisis	NOUN
gs-3400	116	11	like	like	ADP
gs-3400	116	12	the	the	DET
gs-3400	116	13	covid-19	covid-19	PROPN
gs-3400	116	14	pandemic	pandemic	NOUN
gs-3400	116	15	,	,	PUNCT
gs-3400	116	16	enhancing	enhance	VERB
gs-3400	116	17	disease	disease	NOUN
gs-3400	116	18	prediction	prediction	NOUN
gs-3400	116	19	and	and	CCONJ
gs-3400	116	20	management	management	NOUN
gs-3400	116	21	.	.	PUNCT
gs-3400	117	1	technologies	technology	NOUN
gs-3400	117	2	such	such	ADJ
gs-3400	117	3	as	as	ADP
gs-3400	117	4	machine	machine	NOUN
gs-3400	117	5	learning	learning	NOUN
gs-3400	117	6	and	and	CCONJ
gs-3400	117	7	neural	neural	ADJ
gs-3400	117	8	networks	network	NOUN
gs-3400	117	9	offer	offer	VERB
gs-3400	117	10	more	more	ADV
gs-3400	117	11	accurate	accurate	ADJ
gs-3400	117	12	,	,	PUNCT
gs-3400	117	13	personalized	personalized	ADJ
gs-3400	117	14	treatments	treatment	NOUN
gs-3400	117	15	in	in	ADP
gs-3400	117	16	fields	field	NOUN
gs-3400	117	17	like	like	ADP
gs-3400	117	18	radiology	radiology	NOUN
gs-3400	117	19	,	,	PUNCT
gs-3400	117	20	cardiology	cardiology	NOUN
gs-3400	117	21	,	,	PUNCT
gs-3400	117	22	and	and	CCONJ
gs-3400	117	23	oncology	oncology	NOUN
gs-3400	117	24	.	.	PUNCT
gs-3400	118	1	the	the	DET
gs-3400	118	2	growing	grow	VERB
gs-3400	118	3	use	use	NOUN
gs-3400	118	4	of	of	ADP
gs-3400	118	5	fda	fda	PROPN
gs-3400	118	6	-	-	PUNCT
gs-3400	118	7	approved	approve	VERB
gs-3400	118	8	ai	ai	NOUN
gs-3400	118	9	-	-	PUNCT
gs-3400	118	10	powered	power	VERB
gs-3400	118	11	medical	medical	ADJ
gs-3400	118	12	devices	device	NOUN
gs-3400	118	13	highlights	highlight	VERB
gs-3400	118	14	its	its	PRON
gs-3400	118	15	rapid	rapid	ADJ
gs-3400	118	16	adoption	adoption	NOUN
gs-3400	118	17	.	.	PUNCT
gs-3400	119	1	looking	look	VERB
gs-3400	119	2	ahead	ahead	ADV
gs-3400	119	3	,	,	PUNCT
gs-3400	119	4	ai	ai	VERB
gs-3400	119	5	promises	promise	NOUN
gs-3400	119	6	to	to	PART
gs-3400	119	7	enhance	enhance	VERB
gs-3400	119	8	healthcare	healthcare	PROPN
gs-3400	119	9	quality	quality	NOUN
gs-3400	119	10	,	,	PUNCT
gs-3400	119	11	improve	improve	VERB
gs-3400	119	12	treatment	treatment	NOUN
gs-3400	119	13	accuracy	accuracy	NOUN
gs-3400	119	14	,	,	PUNCT
gs-3400	119	15	and	and	CCONJ
gs-3400	119	16	support	support	VERB
gs-3400	119	17	early	early	ADJ
gs-3400	119	18	disease	disease	NOUN
gs-3400	119	19	diagnosis	diagnosis	NOUN
gs-3400	119	20	,	,	PUNCT
gs-3400	119	21	ultimately	ultimately	ADV
gs-3400	119	22	contributing	contribute	VERB
gs-3400	119	23	to	to	ADP
gs-3400	119	24	better	well	ADJ
gs-3400	119	25	health	health	NOUN
gs-3400	119	26	outcomes	outcome	NOUN
gs-3400	119	27	and	and	CCONJ
gs-3400	119	28	longevity	longevity	NOUN
gs-3400	119	29	.	.	PUNCT
