id	sid	eid	entity	type
easat-1579	1	1	2576-8484	DATE
easat-1579	1	2	8	CARDINAL
easat-1579	1	3	4	CARDINAL
easat-1579	1	4	2027	CARDINAL
easat-1579	1	5	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	1	6	2024	CARDINAL
easat-1579	1	7	2024	CARDINAL
easat-1579	1	8	rahim1	PERSON
easat-1579	1	9	hameed2	NORP
easat-1579	1	10	saja abdulfattah salih3	PERSON
easat-1579	1	11	aqeel mahmood jawad4	PERSON
easat-1579	1	12	mahmood salman5	PERSON
easat-1579	1	13	chornomordenko6 1alnoor university	ORG
easat-1579	1	14	iraq	GPE
easat-1579	1	15	fakher.karim@alnoor.edu.iq	GPE
easat-1579	2	1	2al mansour university college	ORG
easat-1579	2	2	baghdad	GPE
easat-1579	2	3	iraq	GPE
easat-1579	3	1	3al hikma university college	ORG
easat-1579	3	2	baghdad	GPE
easat-1579	3	3	iraq	GPE
easat-1579	3	4	saja_872008@yahoo.com	ORG
easat-1579	4	1	4al	ORDINAL
easat-1579	4	2	baghdad	GPE
easat-1579	4	3	iraq	GPE
easat-1579	4	4	aqeel.jawad@ruc.edu.iq	GPE
easat-1579	4	5	a.m.j.	ORG
easat-1579	5	1	5al	ORDINAL
easat-1579	5	2	baghdad	GPE
easat-1579	5	3	iraq	GPE
easat-1579	6	1	6national	CARDINAL
easat-1579	6	2	ukraine	GPE
easat-1579	6	3	kyiv	GPE
easat-1579	6	4	ukraine	GPE
easat-1579	6	5	d.c.	GPE
easat-1579	12	1	90%	PERCENT
easat-1579	14	1	80%	PERCENT
easat-1579	21	1	1.	CARDINAL
easat-1579	23	1	1	CARDINAL
easat-1579	24	1	2028	CARDINAL
easat-1579	24	2	2576-8484	DATE
easat-1579	25	1	8	CARDINAL
easat-1579	25	2	4	CARDINAL
easat-1579	25	3	2027-2041	CARDINAL
easat-1579	25	4	2024	CARDINAL
easat-1579	25	5	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	25	6	2024	CARDINAL
easat-1579	29	1	yang et al	PERSON
easat-1579	30	1	2	CARDINAL
easat-1579	34	1	lindvall et al	PERSON
easat-1579	35	1	3	CARDINAL
easat-1579	38	1	karimi et al	PERSON
easat-1579	39	1	4	CARDINAL
easat-1579	41	1	yu et al	PERSON
easat-1579	42	1	5	CARDINAL
easat-1579	46	1	zheng et al	PERSON
easat-1579	47	1	6	CARDINAL
easat-1579	48	1	zeng et al	PERSON
easat-1579	52	1	healthcare	ORG
easat-1579	54	1	1.1	CARDINAL
easat-1579	59	1	2029	CARDINAL
easat-1579	59	2	2576-8484	DATE
easat-1579	59	3	8	CARDINAL
easat-1579	59	4	4	CARDINAL
easat-1579	59	5	2027-2041	CARDINAL
easat-1579	59	6	2024	CARDINAL
easat-1579	59	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	59	8	2024	CARDINAL
easat-1579	66	1	1.2	CARDINAL
easat-1579	75	1	2	CARDINAL
easat-1579	77	1	gonzález-juanatey et al	ORG
easat-1579	78	1	8	CARDINAL
easat-1579	81	1	9	CARDINAL
easat-1579	83	1	chang et al	PERSON
easat-1579	84	1	10	CARDINAL
easat-1579	84	2	2030	CARDINAL
easat-1579	84	3	2576-8484	DATE
easat-1579	85	1	8	CARDINAL
easat-1579	85	2	4	CARDINAL
easat-1579	85	3	2027-2041	CARDINAL
easat-1579	85	4	2024	CARDINAL
easat-1579	85	5	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	85	6	2024	CARDINAL
easat-1579	85	7	covid-19	PERSON
easat-1579	88	1	11	CARDINAL
easat-1579	91	1	12	CARDINAL
easat-1579	92	1	al	PERSON
easat-1579	93	1	13	CARDINAL
easat-1579	94	1	gilson et al	PERSON
easat-1579	95	1	14	CARDINAL
easat-1579	96	1	casey et al	PERSON
easat-1579	97	1	15	CARDINAL
easat-1579	99	1	newman-griffis et al	PERSON
easat-1579	100	1	16	CARDINAL
easat-1579	102	1	moon et al	PERSON
easat-1579	103	1	17	CARDINAL
easat-1579	107	1	3	CARDINAL
easat-1579	109	1	1	CARDINAL
easat-1579	111	1	2031	CARDINAL
easat-1579	111	2	2576-8484	DATE
easat-1579	111	3	8	CARDINAL
easat-1579	111	4	4	CARDINAL
easat-1579	111	5	2027-2041	CARDINAL
easat-1579	111	6	2024	CARDINAL
easat-1579	111	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	111	8	2024	CARDINAL
easat-1579	111	9	3.1	CARDINAL
easat-1579	122	1	bayes	ORG
easat-1579	125	1	anova	ORG
easat-1579	125	2	chi	PERSON
easat-1579	126	1	k-fold	ORG
easat-1579	129	1	3.2	CARDINAL
easat-1579	135	1	3.3	CARDINAL
easat-1579	139	1	pubmed	ORG
easat-1579	140	1	healthcare	ORG
easat-1579	143	1	2032	CARDINAL
easat-1579	143	2	2576-8484	DATE
easat-1579	143	3	8	CARDINAL
easat-1579	144	1	4	CARDINAL
easat-1579	144	2	2027-2041	CARDINAL
easat-1579	144	3	2024	CARDINAL
easat-1579	144	4	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	144	5	2024	CARDINAL
easat-1579	148	1	1	CARDINAL
easat-1579	152	1	3.4	CARDINAL
easat-1579	154	1	first	ORDINAL
easat-1579	156	1	first	ORDINAL
easat-1579	166	1	3.5	CARDINAL
easat-1579	170	1	one	CARDINAL
easat-1579	172	1	bert	ORG
easat-1579	172	2	gpt-2	ORG
easat-1579	176	1	two	CARDINAL
easat-1579	178	1	2033	CARDINAL
easat-1579	178	2	2576-8484	DATE
easat-1579	178	3	8	CARDINAL
easat-1579	178	4	4	CARDINAL
easat-1579	178	5	2027-2041	CARDINAL
easat-1579	178	6	2024	CARDINAL
easat-1579	178	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	178	8	2024	CARDINAL
easat-1579	178	9	3.6	CARDINAL
easat-1579	180	1	bayes	ORG
easat-1579	181	1	rbf kernel	PERSON
easat-1579	181	2	rbf kernel	ORG
easat-1579	181	3	18	CARDINAL
easat-1579	182	1	rbf kernel	ORG
easat-1579	182	2	rbf kernel	ORG
easat-1579	183	1	3.7	CARDINAL
easat-1579	186	1	bayes	ORG
easat-1579	187	1	3.8	CARDINAL
easat-1579	187	2	𝐹1	CARDINAL
easat-1579	187	3	2	CARDINAL
easat-1579	187	4	2	CARDINAL
easat-1579	188	1	𝐴𝑈𝐶	ORG
easat-1579	190	1	𝑅𝑒𝑐𝑒𝑖𝑣𝑒𝑟 𝑂𝑝𝑒𝑟𝑎𝑡𝑖𝑛𝑔 𝐶ℎ𝑎𝑟𝑎𝑐𝑡𝑒𝑟𝑖𝑠𝑡𝑖𝑐	ORG
easat-1579	190	2	3	CARDINAL
easat-1579	193	1	3.9	CARDINAL
easat-1579	194	1	3.10	CARDINAL
easat-1579	194	2	anova	ORG
easat-1579	198	1	3.11	CARDINAL
easat-1579	199	1	k-fold	ORG
easat-1579	199	2	k-fold	ORG
easat-1579	201	1	2034	CARDINAL
easat-1579	201	2	2576-8484	DATE
easat-1579	201	3	8	CARDINAL
easat-1579	201	4	4	CARDINAL
easat-1579	201	5	2027-2041	CARDINAL
easat-1579	201	6	2024	CARDINAL
easat-1579	201	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	201	8	2024	CARDINAL
easat-1579	203	1	4	CARDINAL
easat-1579	206	1	1	CARDINAL
easat-1579	207	1	bayes svm lstm	ORG
easat-1579	207	2	89.5 0.87 0.88 0.90 0.90 0.91 0.93	QUANTITY
easat-1579	207	3	bayes svm lstm	ORG
easat-1579	207	4	0.83 0.85 0.86 0.85 0.87 0.88	QUANTITY
easat-1579	207	5	bayes svm lstm	ORG
easat-1579	207	6	1	CARDINAL
easat-1579	207	7	bayes	ORG
easat-1579	208	1	0.90	CARDINAL
easat-1579	208	2	0.93	CARDINAL
easat-1579	208	3	bayes	ORG
easat-1579	208	4	3.3%	PERCENT
easat-1579	210	1	1	CARDINAL
easat-1579	212	1	2035	CARDINAL
easat-1579	212	2	2576-8484	DATE
easat-1579	212	3	8	CARDINAL
easat-1579	212	4	4	CARDINAL
easat-1579	212	5	2027-2041	CARDINAL
easat-1579	212	6	2024	CARDINAL
easat-1579	212	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	212	8	2024	CARDINAL
easat-1579	212	9	anova	ORG
easat-1579	213	1	less than 0.05	CARDINAL
easat-1579	217	1	2	CARDINAL
easat-1579	219	1	healthcare domain	ORG
easat-1579	219	2	bayes svm lstm	ORG
easat-1579	219	3	24.2	CARDINAL
easat-1579	219	4	0.05	CARDINAL
easat-1579	219	5	bayes svm lstm	ORG
easat-1579	219	6	22.8	CARDINAL
easat-1579	219	7	0.05	CARDINAL
easat-1579	219	8	bayes svm lstm	ORG
easat-1579	219	9	23.7	CARDINAL
easat-1579	219	10	27.1	CARDINAL
easat-1579	219	11	0.05	CARDINAL
easat-1579	220	1	less than 0.05	CARDINAL
easat-1579	221	1	2	CARDINAL
easat-1579	222	1	2036	CARDINAL
easat-1579	222	2	2576-8484	DATE
easat-1579	222	3	8	CARDINAL
easat-1579	222	4	4	CARDINAL
easat-1579	222	5	2027-2041	CARDINAL
easat-1579	222	6	2024	CARDINAL
easat-1579	222	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	222	8	2024	CARDINAL
easat-1579	222	9	k-fold	ORG
easat-1579	224	1	3	CARDINAL
easat-1579	225	1	3	CARDINAL
easat-1579	225	2	k-fold	ORG
easat-1579	226	1	95%	PERCENT
easat-1579	226	2	bayes svm lstm	ORG
easat-1579	226	3	0.84,0.88	CARDINAL
easat-1579	227	1	0.85,0.89	CARDINAL
easat-1579	227	2	0.88,0.90	CARDINAL
easat-1579	227	3	4	CARDINAL
easat-1579	228	1	roc	GPE
easat-1579	229	1	0.89	CARDINAL
easat-1579	229	2	0.01	CARDINAL
easat-1579	231	1	95%	PERCENT
easat-1579	231	2	0.88	CARDINAL
easat-1579	231	3	0.90	CARDINAL
easat-1579	232	1	0.87	CARDINAL
easat-1579	233	1	0.02	CARDINAL
easat-1579	234	1	bayes	ORG
easat-1579	234	2	two	CARDINAL
easat-1579	234	3	0.86	CARDINAL
easat-1579	236	1	95%	PERCENT
easat-1579	237	1	2037	CARDINAL
easat-1579	237	2	2576-8484	DATE
easat-1579	237	3	8	CARDINAL
easat-1579	237	4	4	CARDINAL
easat-1579	237	5	2027-2041	CARDINAL
easat-1579	237	6	2024	CARDINAL
easat-1579	237	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	237	8	2024	CARDINAL
easat-1579	237	9	3	CARDINAL
easat-1579	237	10	k-fold	ORG
easat-1579	238	1	k-fold	ORG
easat-1579	239	1	k-fold	ORG
easat-1579	240	1	0.89	CARDINAL
easat-1579	242	1	6	CARDINAL
easat-1579	243	1	2038	CARDINAL
easat-1579	243	2	2576-8484	DATE
easat-1579	243	3	8	CARDINAL
easat-1579	243	4	4	CARDINAL
easat-1579	243	5	2027-2041	CARDINAL
easat-1579	243	6	2024	CARDINAL
easat-1579	243	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	243	8	2024	CARDINAL
easat-1579	247	1	5	CARDINAL
easat-1579	250	1	olthof et al	PERSON
easat-1579	251	1	19	CARDINAL
easat-1579	255	1	pandey et al	PERSON
easat-1579	260	1	21	CARDINAL
easat-1579	260	2	french	LANGUAGE
easat-1579	264	1	22	CARDINAL
easat-1579	266	1	habib et al	PERSON
easat-1579	267	1	23	CARDINAL
easat-1579	267	2	arabic	LANGUAGE
easat-1579	269	1	jain	PERSON
easat-1579	269	2	prajapati	PERSON
easat-1579	270	1	24	CARDINAL
easat-1579	273	1	25	CARDINAL
easat-1579	275	1	goodman-meza et al	ORG
easat-1579	278	1	villena et al	PERSON
easat-1579	279	1	27	CARDINAL
easat-1579	281	1	lee	PERSON
easat-1579	281	2	yoon	PERSON
easat-1579	281	3	28	CARDINAL
easat-1579	282	1	2039	CARDINAL
easat-1579	282	2	2576-8484	DATE
easat-1579	282	3	8	CARDINAL
easat-1579	282	4	4	CARDINAL
easat-1579	282	5	2027-2041	CARDINAL
easat-1579	282	6	2024	CARDINAL
easat-1579	282	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	282	8	2024	CARDINAL
easat-1579	288	1	6	CARDINAL
easat-1579	293	1	bayes	ORG
easat-1579	294	1	f1	PERSON
easat-1579	294	2	three	CARDINAL
easat-1579	295	1	k-fold	ORG
easat-1579	303	1	the united states	GPE
easat-1579	303	2	europe	LOC
easat-1579	308	1	2040	CARDINAL
easat-1579	308	2	2576-8484	DATE
easat-1579	308	3	8	CARDINAL
easat-1579	308	4	4	CARDINAL
easat-1579	308	5	2027-2041	CARDINAL
easat-1579	308	6	2024	CARDINAL
easat-1579	308	7	10.55214/25768484.v8i4.1579	CARDINAL
easat-1579	308	8	2024	CARDINAL
easat-1579	310	1	the coming years	DATE
easat-1579	311	1	2024	CARDINAL
easat-1579	312	1	https://creativecommons.org/licenses/by/4.0/	WORK_OF_ART
easat-1579	313	1	1	CARDINAL
easat-1579	313	2	l. m. alnuaemy	PERSON
easat-1579	313	3	3	CARDINAL
easat-1579	313	4	84	CARDINAL
easat-1579	313	5	2023	CARDINAL
easat-1579	314	1	40-55	CARDINAL
easat-1579	314	2	2	CARDINAL
easat-1579	314	3	l. w. y. yang	PERSON
easat-1579	314	4	w. y. ng	PERSON
easat-1579	314	5	l. l. foo	PERSON
easat-1579	314	6	y. liu	PERSON
easat-1579	314	7	m. yan	PERSON
easat-1579	314	8	x. lei	PERSON
easat-1579	314	9	x. zhang	PERSON
easat-1579	314	10	d. s. w. ting	PERSON
easat-1579	314	11	32	DATE
easat-1579	314	12	5	CARDINAL
easat-1579	314	13	2021	CARDINAL
easat-1579	314	14	3	CARDINAL
easat-1579	314	15	c. lindvall	PERSON
easat-1579	314	16	c. y. deng	PERSON
easat-1579	314	17	e. moseley	PERSON
easat-1579	314	18	n. agaronnik	ORG
easat-1579	314	19	a. el-jawahri	PERSON
easat-1579	314	20	m. k. paasche-orlow	PERSON
easat-1579	314	21	j. r. lakin	PERSON
easat-1579	314	22	a. volandes	PERSON
easat-1579	314	23	63	DATE
easat-1579	314	24	1	CARDINAL
easat-1579	314	25	2022	CARDINAL
easat-1579	316	1	4	CARDINAL
easat-1579	316	2	h. karimi	PERSON
easat-1579	316	3	d. w. blayney	PERSON
easat-1579	316	4	a. w. kurian	PERSON
easat-1579	316	5	j. shen	PERSON
easat-1579	316	6	r. yamashita	PERSON
easat-1579	316	7	d. rubin	PERSON
easat-1579	316	8	i. banerjee	PERSON
easat-1579	316	9	jco	PERSON
easat-1579	316	10	5	CARDINAL
easat-1579	316	11	2021	DATE
easat-1579	317	1	469-78	CARDINAL
easat-1579	317	2	5	CARDINAL
easat-1579	317	3	z. yu	PERSON
easat-1579	317	4	x. yang	PERSON
easat-1579	317	5	y. guo	PERSON
easat-1579	317	6	j. bian	PERSON
easat-1579	317	7	wu	PERSON
easat-1579	317	8	10	CARDINAL
easat-1579	317	9	2022	CARDINAL
easat-1579	317	10	6	CARDINAL
easat-1579	317	11	c. zheng	PERSON
easat-1579	317	12	b. z. huang	PERSON
easat-1579	317	13	a. a. agazaryan	PERSON
easat-1579	317	14	t. a. osuj	GPE
easat-1579	317	15	m. k. gould	PERSON
easat-1579	317	16	160	CARDINAL
easat-1579	317	17	5	CARDINAL
easat-1579	317	18	2021	DATE
easat-1579	318	1	1902-14	DATE
easat-1579	319	1	j. zeng	PERSON
easat-1579	319	2	i. banerjee	PERSON
easat-1579	319	3	a. s. henry	PERSON
easat-1579	319	4	d. j. wood	PERSON
easat-1579	319	5	r. d. shachter	PERSON
easat-1579	319	6	m. f. gensheimer	PERSON
easat-1579	319	7	d. l. rubin	PERSON
easat-1579	319	8	jco	PERSON
easat-1579	319	9	5	CARDINAL
easat-1579	319	10	2021	DATE
easat-1579	320	1	379-93	CARDINAL
easat-1579	321	1	8	CARDINAL
easat-1579	321	2	c. gonzález-juanatey	PERSON
easat-1579	321	3	m. anguita-sá́nchez	PERSON
easat-1579	321	4	i. núñez-gil	PERSON
easat-1579	321	5	j. j. gómez-doblas	PERSON
easat-1579	321	6	x.	GPE
easat-1579	321	7	m. j. rollán-gómez	PERSON
easat-1579	321	8	l. martínez	PERSON
easat-1579	321	9	m. rodríguez-santamarta	PERSON
easat-1579	321	10	x.	GPE
easat-1579	321	11	t. soriano-colomé	PERSON
easat-1579	321	12	r. muñoz-aguilera	PERSON
easat-1579	321	13	i. plaza	GPE
easat-1579	321	14	a. curcio-ruigómez	PERSON
easat-1579	321	15	e. orts-soler	PERSON
easat-1579	321	16	j. segovia	PERSON
easat-1579	321	17	c. maté	PERSON
easat-1579	321	18	s. r. group	ORG
easat-1579	321	19	á	ORG
easat-1579	322	1	cequier	PERSON
easat-1579	322	2	2	CARDINAL
easat-1579	322	3	spain	GPE
easat-1579	322	4	plos one	PERSON
easat-1579	322	5	17	CARDINAL
easat-1579	322	6	2	CARDINAL
easat-1579	322	7	2022	CARDINAL
easat-1579	324	1	9	CARDINAL
easat-1579	324	2	k. ayre	PERSON
easat-1579	324	3	a. bittar	PERSON
easat-1579	324	4	j. kam	PERSON
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easat-1579	326	1	10	CARDINAL
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easat-1579	334	19	2576-8484	DATE
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easat-1579	336	17	s. j. bielinski	PERSON
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easat-1579	337	1	18	CARDINAL
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easat-1579	337	6	6	CARDINAL
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easat-1579	337	9	19	CARDINAL
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easat-1579	338	1	106304	DATE
easat-1579	339	1	20	CARDINAL
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easat-1579	341	1	21	CARDINAL
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easat-1579	344	1	133875-88	DATE
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easat-1579	344	5	2021	DATE
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