id	sid	eid	entity	type
futech-646	1	1	n. zhou et al	PERSON
futech-646	1	2	february 2026|	DATE
futech-646	1	3	05	CARDINAL
futech-646	2	1	01	CARDINAL
futech-646	3	1	254	CARDINAL
futech-646	3	2	262 254	CARDINAL
futech-646	3	3	nan zhou1	GPE
futech-646	3	4	teck han ng1	PERSON
futech-646	3	5	chai nien foo1	PERSON
futech-646	3	6	lloyd ling2	ORG
futech-646	3	7	yang mooi lim1	PERSON
futech-646	3	8	1	CARDINAL
futech-646	3	9	m. kandiah faculty	PERSON
futech-646	3	10	universiti tunku abdul rahman	PERSON
futech-646	3	11	kajang	GPE
futech-646	3	12	43000	CARDINAL
futech-646	3	13	malaysia	GPE
futech-646	3	14	kong chian	NORP
futech-646	3	15	universiti tunku abdul rahman	PERSON
futech-646	3	16	kajang	GPE
futech-646	3	17	43000	CARDINAL
futech-646	3	18	malaysia	GPE
futech-646	5	1	o	DATE
futech-646	5	2	30	CARDINAL
futech-646	5	3	06 october 2025	DATE
futech-646	5	4	01	CARDINAL
futech-646	5	5	december 2025	DATE
futech-646	5	6	ymlim@utar.edu.my	PERSON
futech-646	5	7	10.55670	CARDINAL
futech-646	5	8	40-60%	PERCENT
futech-646	7	1	403	CARDINAL
futech-646	7	2	2018-2023	DATE
futech-646	8	1	six	CARDINAL
futech-646	8	2	rfe	GPE
futech-646	8	3	aptt	GPE
futech-646	9	1	0.60	CARDINAL
futech-646	9	2	12.36	CARDINAL
futech-646	9	3	five-fold	CARDINAL
futech-646	9	4	0.58 ± 0.07	MONEY
futech-646	10	1	shapley	ORG
futech-646	10	2	aptt	GPE
futech-646	12	1	personalized dvt management	ORG
futech-646	13	1	1	CARDINAL
futech-646	15	1	half	CARDINAL
futech-646	15	2	1	CARDINAL
futech-646	16	1	dvt	ORG
futech-646	16	2	100 200	CARDINAL
futech-646	16	3	100,000	CARDINAL
futech-646	16	4	yearly	DATE
futech-646	16	5	2-3%	PERCENT
futech-646	16	6	5-10%	PERCENT
futech-646	16	7	4-20 %	PERCENT
futech-646	17	1	24	CARDINAL
futech-646	18	1	5,6	CARDINAL
futech-646	21	1	between 40% and 60%	PERCENT
futech-646	23	1	9	CARDINAL
futech-646	24	1	10	CARDINAL
futech-646	25	1	recent years	DATE
futech-646	25	2	11	CARDINAL
futech-646	26	1	12,13	CARDINAL
futech-646	28	1	issn 2832-0379	PERSON
futech-646	28	2	february 2026|	DATE
futech-646	28	3	05	CARDINAL
futech-646	29	1	01	CARDINAL
futech-646	30	1	254	CARDINAL
futech-646	31	1	mailto:ymlim@utar.edu.my https://doi.org/10.55670/fpll.futech.5.1.22 https://fupubco.com/futech n. zhou et al. /future	ORG
futech-646	31	2	february 2026|	DATE
futech-646	31	3	05	CARDINAL
futech-646	32	1	01	CARDINAL
futech-646	33	1	254	CARDINAL
futech-646	33	2	14	CARDINAL
futech-646	33	3	15	CARDINAL
futech-646	38	1	2	CARDINAL
futech-646	38	2	2.1	CARDINAL
futech-646	39	1	2	CARDINAL
futech-646	40	1	2018	DATE
futech-646	40	2	2023	CARDINAL
futech-646	42	1	1	CARDINAL
futech-646	42	2	2	CARDINAL
futech-646	43	1	1	CARDINAL
futech-646	43	2	2	CARDINAL
futech-646	43	3	3	CARDINAL
futech-646	43	4	24 hours	TIME
futech-646	43	5	4	CARDINAL
futech-646	43	6	5	CARDINAL
futech-646	45	1	1	CARDINAL
futech-646	45	2	2	CARDINAL
futech-646	46	1	between january 2018	DATE
futech-646	46	2	2023	CARDINAL
futech-646	46	3	658	CARDINAL
futech-646	47	1	215	CARDINAL
futech-646	47	2	150	CARDINAL
futech-646	47	3	65	CARDINAL
futech-646	47	4	443	CARDINAL
futech-646	48	1	40	CARDINAL
futech-646	48	2	403	CARDINAL
futech-646	48	3	1	CARDINAL
futech-646	50	1	1	CARDINAL
futech-646	50	2	the initial day	DATE
futech-646	50	3	2015	DATE
futech-646	50	4	1	CARDINAL
futech-646	51	1	16	CARDINAL
futech-646	54	1	the ethics committee of	ORG
futech-646	54	2	beijing university of chinese	ORG
futech-646	56	1	january 2018	DATE
futech-646	56	2	2023	CARDINAL
futech-646	56	3	443	CARDINAL
futech-646	56	4	•	CARDINAL
futech-646	56	5	150 •	CARDINAL
futech-646	56	6	n=403	ORG
futech-646	56	7	1	CARDINAL
futech-646	56	8	2.2	CARDINAL
futech-646	56	9	wbc	ORG
futech-646	56	10	aptt	PERSON
futech-646	58	1	less than 30%	PERCENT
futech-646	58	2	knn	ORG
futech-646	59	1	knn	ORG
futech-646	59	2	k=5	NORP
futech-646	61	1	30%	PERCENT
futech-646	63	1	six	CARDINAL
futech-646	66	1	0/1	CARDINAL
futech-646	70	1	2.3	CARDINAL
futech-646	72	1	day 1	DATE
futech-646	72	2	1	CARDINAL
futech-646	73	1	100%	PERCENT
futech-646	74	1	symptom	PERSON
futech-646	74	2	0-12	CARDINAL
futech-646	74	3	2015	CARDINAL
futech-646	75	1	zero	CARDINAL
futech-646	75	2	100%	PERCENT
futech-646	77	1	n. zhou et al	PERSON
futech-646	77	2	february 2026|	DATE
futech-646	77	3	05	CARDINAL
futech-646	78	1	01	CARDINAL
futech-646	79	1	254	CARDINAL
futech-646	79	2	80 20	DATE
futech-646	81	1	minmax	PERSON
futech-646	82	1	3-12	CARDINAL
futech-646	83	1	rfe	ORG
futech-646	83	2	100	CARDINAL
futech-646	84	1	5	CARDINAL
futech-646	85	1	four	CARDINAL
futech-646	85	2	svr	ORG
futech-646	87	1	xgboost	PERSON
futech-646	87	2	0.01-0.3	CARDINAL
futech-646	87	3	50-300	CARDINAL
futech-646	87	4	0.6-1.0	CARDINAL
futech-646	87	5	0.6-1.0	CARDINAL
futech-646	87	6	0-10	CARDINAL
futech-646	88	1	subsample=0.8	GPE
futech-646	89	1	30	CARDINAL
futech-646	90	1	mse	ORG
futech-646	90	2	mae	PERSON
futech-646	91	1	1000	CARDINAL
futech-646	91	2	95%	PERCENT
futech-646	92	1	2	CARDINAL
futech-646	93	1	0.84	CARDINAL
futech-646	93	2	8.43	CARDINAL
futech-646	93	3	0.006	CARDINAL
futech-646	94	1	2	CARDINAL
futech-646	94	2	2.5	CARDINAL
futech-646	102	1	2.6	CARDINAL
futech-646	105	1	3.9	CARDINAL
futech-646	105	2	42	CARDINAL
futech-646	110	1	3	CARDINAL
futech-646	110	2	3.1	CARDINAL
futech-646	110	3	403	CARDINAL
futech-646	110	4	14.84 years	DATE
futech-646	110	5	161.37 ± 6.89 cm	MONEY
futech-646	110	6	61.43 ± 10.77 kg	MONEY
futech-646	111	1	54.09%	PERCENT
futech-646	111	2	45.91%	PERCENT
futech-646	112	1	9.90±2.15×10⁹/l	CARDINAL
futech-646	112	2	rbc	ORG
futech-646	112	3	plt 165.20±64.74×10⁹/l	PERSON
futech-646	112	4	45.10±1.42%	PERCENT
futech-646	113	1	13.29±1.93s	CARDINAL
futech-646	113	2	1.09±0.17	CARDINAL
futech-646	113	3	aptt 32.94±5.08s	ORG
futech-646	113	4	25.69±5.17s	CARDINAL
futech-646	113	5	12.30±4.91mg	CARDINAL
futech-646	114	1	55.58%	PERCENT
futech-646	114	2	52.36%	PERCENT
futech-646	114	3	45.16%	PERCENT
futech-646	114	4	43.92%	PERCENT
futech-646	114	5	37.97%	PERCENT
futech-646	115	1	100%	PERCENT
futech-646	117	1	enoxaparin 62.78%	PERCENT
futech-646	117	2	44.67%	PERCENT
futech-646	117	3	37.22%	PERCENT
futech-646	119	1	30 degrees n. zhou	QUANTITY
futech-646	119	2	al. /future	ORG
futech-646	119	3	february 2026|	DATE
futech-646	119	4	05	CARDINAL
futech-646	120	1	01	CARDINAL
futech-646	121	1	254	CARDINAL
futech-646	121	2	73.70%	PERCENT
futech-646	121	3	46.65%	PERCENT
futech-646	121	4	35.73%	PERCENT
futech-646	122	1	70.97%	PERCENT
futech-646	122	2	70.47%	PERCENT
futech-646	122	3	47.89%	PERCENT
futech-646	122	4	33.00	CARDINAL
futech-646	123	1	28.54%	PERCENT
futech-646	123	2	2	CARDINAL
futech-646	123	3	14.64%	PERCENT
futech-646	123	4	11.91%	PERCENT
futech-646	123	5	13.65%	PERCENT
futech-646	124	1	26.55%	PERCENT
futech-646	124	2	23.08%	PERCENT
futech-646	124	3	11.41%	PERCENT
futech-646	125	1	3.2	CARDINAL
futech-646	126	1	between 6 and 8	CARDINAL
futech-646	126	2	0.58	CARDINAL
futech-646	127	1	6	CARDINAL
futech-646	128	1	one	CARDINAL
futech-646	128	2	three	CARDINAL
futech-646	128	3	one	CARDINAL
futech-646	128	4	one	CARDINAL
futech-646	128	5	day 1	DATE
futech-646	129	1	age (years	DATE
futech-646	129	2	aptt	PERSON
futech-646	129	3	seconds	TIME
futech-646	129	4	seconds	TIME
futech-646	129	5	1	CARDINAL
futech-646	129	6	day 1	DATE
futech-646	129	7	0-12	CARDINAL
futech-646	130	1	3	CARDINAL
futech-646	131	1	3	CARDINAL
futech-646	131	2	3.3	CARDINAL
futech-646	131	3	four	CARDINAL
futech-646	132	1	xgboost	PERSON
futech-646	133	1	xgboost	PERSON
futech-646	133	2	0.60	CARDINAL
futech-646	133	3	12.36	CARDINAL
futech-646	133	4	0.58 ± 0.07	MONEY
futech-646	134	1	second	ORDINAL
futech-646	134	2	0.573	CARDINAL
futech-646	134	3	12.77	CARDINAL
futech-646	136	1	0.333	CARDINAL
futech-646	136	2	0.242	CARDINAL
futech-646	138	1	xgboost	PERSON
futech-646	138	2	0	CARDINAL
futech-646	139	1	xgboost	PERSON
futech-646	139	2	mae	ORG
futech-646	139	3	7.82	CARDINAL
futech-646	139	4	mse	ORG
futech-646	139	5	152.80	CARDINAL
futech-646	140	1	0.75	CARDINAL
futech-646	140	2	0.60	CARDINAL
futech-646	140	3	0.15	CARDINAL
futech-646	140	4	0.35	CARDINAL
futech-646	142	1	0.9396	CARDINAL
futech-646	142	2	0.5729	GPE
futech-646	143	1	4	CARDINAL
futech-646	143	2	1	CARDINAL
futech-646	144	1	2018-2021	DATE
futech-646	144	2	2022-2023	CARDINAL
futech-646	145	1	30-70%	PERCENT
futech-646	146	1	1	CARDINAL
futech-646	147	1	3.4	CARDINAL
futech-646	147	2	aptt	PERSON
futech-646	147	3	+15	GPE
futech-646	147	4	aptt	GPE
futech-646	149	1	t&t	ORG
futech-646	149	2	-10 to -15	PRODUCT
futech-646	150	1	0	CARDINAL
futech-646	151	1	5-fold	CARDINAL
futech-646	151	2	cv r² mse rmse mae	ORG
futech-646	151	3	xgboost(re gularized	PERSON
futech-646	152	1	0.7500 0.58 ±	MONEY
futech-646	152	2	6.85	CARDINAL
futech-646	152	3	0.6000 152.80	MONEY
futech-646	152	4	0.9396 0.52 ±	MONEY
futech-646	152	5	5.01 2.85	CARDINAL
futech-646	152	6	163.18	MONEY
futech-646	152	7	8.11	CARDINAL
futech-646	152	8	0.4874 0.31 ±	MONEY
futech-646	152	9	14.61 9.62	CARDINAL
futech-646	152	10	15.96	MONEY
futech-646	152	11	0.3802 0.22 ±	MONEY
futech-646	152	12	16.06	CARDINAL
futech-646	152	13	10.9 5	CARDINAL
futech-646	153	1	289.75	MONEY
futech-646	153	2	n. zhou et al	PERSON
futech-646	153	3	february 2026|	DATE
futech-646	153	4	05	CARDINAL
futech-646	154	1	01	CARDINAL
futech-646	155	1	254	CARDINAL
futech-646	155	2	4	CARDINAL
futech-646	156	1	5	CARDINAL
futech-646	156	2	6	CARDINAL
futech-646	157	1	7	CARDINAL
futech-646	158	1	n. zhou	PERSON
futech-646	159	1	al. /future	ORG
futech-646	159	2	february 2026|	DATE
futech-646	159	3	05	CARDINAL
futech-646	160	1	01	CARDINAL
futech-646	161	1	254	CARDINAL
futech-646	161	2	asymmetric shap	PERSON
futech-646	162	1	zero	CARDINAL
futech-646	164	1	80 100 %	PERCENT
futech-646	164	2	aptt	GPE
futech-646	164	3	20 40 %	PERCENT
futech-646	164	4	aptt	GPE
futech-646	164	5	markers（figures 8	DATE
futech-646	164	6	9	CARDINAL
futech-646	165	1	8	CARDINAL
futech-646	166	1	9	CARDINAL
futech-646	166	2	3.5	CARDINAL
futech-646	171	1	2	CARDINAL
futech-646	172	1	4	CARDINAL
futech-646	172	2	0.60	CARDINAL
futech-646	173	1	four	CARDINAL
futech-646	173	2	12.36	CARDINAL
futech-646	173	3	7.82	CARDINAL
futech-646	174	1	shap analysis	ORG
futech-646	174	2	6	CARDINAL
futech-646	174	3	aptt	PERSON
futech-646	180	1	17	CARDINAL
futech-646	181	1	18	CARDINAL
futech-646	182	1	19	CARDINAL
futech-646	184	1	cdt	GPE
futech-646	184	2	first	ORDINAL
futech-646	184	3	20	CARDINAL
futech-646	186	1	21	CARDINAL
futech-646	187	1	22	CARDINAL
futech-646	187	2	23	CARDINAL
futech-646	188	1	24	CARDINAL
futech-646	189	1	25	CARDINAL
futech-646	193	1	aptt	GPE
futech-646	193	2	aptt	GPE
futech-646	194	1	aptt	GPE
futech-646	194	2	7	CARDINAL
futech-646	194	3	26	CARDINAL
futech-646	197	1	n. zhou et al	PERSON
futech-646	197	2	february 2026|	DATE
futech-646	197	3	05	CARDINAL
futech-646	198	1	01	CARDINAL
futech-646	199	1	254-262 260	QUANTITY
futech-646	199	2	27	CARDINAL
futech-646	200	1	wbc	ORG
futech-646	205	1	28	CARDINAL
futech-646	205	2	29	CARDINAL
futech-646	206	1	30	CARDINAL
futech-646	207	1	31	CARDINAL
futech-646	208	1	32	CARDINAL
futech-646	209	1	33	CARDINAL
futech-646	210	1	34	CARDINAL
futech-646	211	1	35	CARDINAL
futech-646	214	1	the sun simiao hospital of beijing university of chinese	ORG
futech-646	215	1	retrospective data collection	ORG
futech-646	219	1	5	CARDINAL
futech-646	219	2	0.60	CARDINAL
futech-646	219	3	12.36	CARDINAL
futech-646	220	1	aptt	GPE
futech-646	230	1	1	CARDINAL
futech-646	230	2	s. wolf et al	PERSON
futech-646	230	3	10.1024/0301-1526	CARDINAL
futech-646	230	4	2	CARDINAL
futech-646	230	5	g. wagner et al.	PERSON
futech-646	231	1	14	DATE
futech-646	231	2	1	CARDINAL
futech-646	231	3	17737	DATE
futech-646	231	4	2024	DATE
futech-646	232	1	doi:10.1038	ORG
futech-646	232	2	3	CARDINAL
futech-646	232	3	s. cheng et al.	PERSON
futech-646	232	4	30	CARDINAL
futech-646	232	5	10760296241240747	DATE
futech-646	232	6	2024	DATE
futech-646	234	1	j. björklund et al.	PERSON
futech-646	234	2	7	CARDINAL
futech-646	234	3	2	CARDINAL
futech-646	235	1	2024	DATE
futech-646	236	1	doi:10.1001	GPE
futech-646	237	1	5	CARDINAL
futech-646	238	1	mathieu et al.	PERSON
futech-646	238	2	8	CARDINAL
futech-646	238	3	1	CARDINAL
futech-646	238	4	102263	DATE
futech-646	238	5	2024	DATE
futech-646	239	1	6	CARDINAL
futech-646	239	2	m. betensky et al.	PERSON
futech-646	239	3	20	CARDINAL
futech-646	239	4	7	CARDINAL
futech-646	240	1	1729-1734	DATE
futech-646	240	2	2022	CARDINAL
futech-646	241	1	doi:10.1111/jth.15731	ORG
futech-646	242	1	7	CARDINAL
futech-646	242	2	r. m. turner	PERSON
futech-646	242	3	j. e. zhang	PERSON
futech-646	242	4	m. pirmohamed	PERSON
futech-646	242	5	24	CARDINAL
futech-646	242	6	2	CARDINAL
futech-646	242	7	7	CARDINAL
futech-646	242	8	2024	DATE
futech-646	243	1	doi:10.1038	ORG
futech-646	244	1	8	CARDINAL
futech-646	244	2	a. kholmukhamedov	PERSON
futech-646	244	3	d. subbotin	PERSON
futech-646	244	4	a. gorin	PERSON
futech-646	244	5	r. ilyassov	PERSON
futech-646	244	6	14	DATE
futech-646	244	7	5	CARDINAL
futech-646	244	8	1647	CARDINAL
futech-646	244	9	2025	DATE
futech-646	246	1	9	CARDINAL
futech-646	246	2	l. khider et al.	PERSON
futech-646	246	3	n. zhou et al	PERSON
futech-646	246	4	february 2026|	DATE
futech-646	246	5	05	CARDINAL
futech-646	247	1	01	CARDINAL
futech-646	248	1	254-262 261	QUANTITY
futech-646	248	2	238	CARDINAL
futech-646	249	1	11	CARDINAL
futech-646	249	2	2024	DATE
futech-646	251	1	10	CARDINAL
futech-646	251	2	m. r. gil	PERSON
futech-646	251	3	j. pantanowitz	PERSON
futech-646	251	4	h. h.	PERSON
futech-646	251	5	242	CARDINAL
futech-646	251	6	109121	DATE
futech-646	251	7	2024	DATE
futech-646	252	1	11	CARDINAL
futech-646	252	2	s. a. alowais et al.	PERSON
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futech-646	267	4	9	CARDINAL
futech-646	267	5	1757-1763	DATE
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futech-646	268	2	18	CARDINAL
futech-646	268	3	c. kruger	PERSON
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futech-646	273	8	6	CARDINAL
futech-646	274	1	662-669	CARDINAL
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futech-646	276	1	22	CARDINAL
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futech-646	276	4	3771	CARDINAL
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futech-646	278	4	6	CARDINAL
futech-646	279	1	777-785	CARDINAL
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futech-646	280	1	doi:10.1016	GPE
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futech-646	282	1	9	CARDINAL
futech-646	282	2	3	CARDINAL
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futech-646	287	3	e34533	ORG
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futech-646	288	5	46	DATE
futech-646	288	6	11	CARDINAL
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futech-646	291	1	28	CARDINAL
futech-646	291	2	m. yao et al.	PERSON
futech-646	291	3	14	CARDINAL
futech-646	291	4	1198952	DATE
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futech-646	292	1	29	CARDINAL
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futech-646	293	1	30	CARDINAL
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futech-646	294	4	7	CARDINAL
futech-646	294	5	2024	DATE
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futech-646	297	3	05	CARDINAL
futech-646	298	1	01	CARDINAL
futech-646	299	1	254	CARDINAL
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futech-646	299	3	17	CARDINAL
futech-646	299	4	11	CARDINAL
futech-646	299	5	2024	DATE
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futech-646	304	1	34	CARDINAL
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futech-646	304	5	128	CARDINAL
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futech-646	305	4	377	CARDINAL
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