Training dataset

The original dataset was published by Feng Z. et al. (2020) (https://doi.org/10.1038/s41467-020-18786-x).

To download this data, Click here.

Identifier	Age (years)	White blood cell count - WBC (billions per litre)	Neutrophil Lymphocyte Ratio - NLR	Aspartate transaminase - AST (U/L)	Albumin (g/L)	Lactic dehydrogenase - LDH (U/L)	C-reactive protein - CRP (mg/L)	CT severity score	Risk
CS001	57	2.2	5.10144927536232	37.4	37.6	286.3	17.05	11	High
CS004	47	5.98	2.0989010989011	20.82	34.34	175.9	51.12	11	Low
CS005	56	3.59	1.57258064516129	20.01	41.92	146.1	7.4	4	Low
CS006	65	1.01	1.02127659574468	26.21	30.46	288.6	38.21	11	Low
CS008	35	4.57	2.48305084745763	27.61	36.93	135.6	12.33	5	Low
CS009	46	3.78	2.72368421052632	33.54	35.54	222	38.1	4	Low
CS010	29	2.9	3.40677966101695	26.05	40.51	129.9	19.86	5	Low
CS011	36	2.99	1.51546391752577	23.38	40.33	131.9	2.93	2	Low
CS012	50	4.75	3.29411764705882	30.59	35.78	201.7	28.87	10	Low
CS013	36	4.77	3.24761904761905	26.28	44.73	177.2	9.26	2	Low
CS014	26	4.63	5.19117647058823	28.55	36.21	168.4	15.46	9	Low
CS015	51	4.51	3.09345794392523	49.39	32.99	344.5	36.71	9	Low
CS016	40	4.35	3.29545454545455	20.18	35.79	88.2	7.01	4	Low
CS017	41	2.45	1.83783783783784	14.8	40.17	99.8	1.01	2	Low
CS018	46	4.09	1.58992805755396	27.33	34.72	142.7	16.98	7	Low
CS019	42	4.36	5.90322580645161	30.88	44.52	157.8	23.56	5	Low
CS020	64	3.33	3.33802816901408	27.13	37.3	145.4	27.74	9	High
CS021	30	2.98	1.94444444444444	21.46	39.59	133.6	6.51	3	Low
CS022	27	2.73	2.55223880597015	19.75	38.03	184.8	25.06	4	Low
CS023	31	2.98	1.95604395604396	18.96	42.27	121.1	15.69	4	Low
CS024	40	6.74	7.33333333333333	24.71	34.4	270	71.5	13	Low
CS025	41	3.24	1.93814432989691	28.5	35.3	182.7	7.4	4	Low
CS026	38	5.03	1.27722772277228	78.81	38.64	216.8	6.11	6	Low
CS027	32	3.11	1.94565217391304	21.7	41.75	171.6	12.79	5	Low
CS028	36	3.14	2.34883720930233	15.52	40.19	107.8	8.79	3	Low
CS029	31	2.63	0.85820895522388	15.94	41.59	111	8.92	1	Low
CS031	34	3.34	3.05333333333333	23.13	39.84	134.2	16.9	5	Low
CS032	40	4.75	2.06206896551724	26.34	38.52	170.6	15.35	4	Low
CS033	38	4.44	1.22727272727273	14.8	45.3	102.2	1.9	4	Low
CS034	67	4.52	1.86231884057971	22.52	35.46	183	21.4	7	Low
CS036	40	6.49	3.08724832214765	35.42	36.91	270.6	30.3	7	Low
CS037	31	3.83	1.99145299145299	34.4	46.02	238.9	21.32	7	Low
CS039	41	4.59	4.13095238095238	27.43	40.29	142.9	21.84	7	Low
CS040	29	3.33	1.78899082568807	27.53	38.42	177.1	53.67	3	Low
CS041	43	5.7	3.02380952380952	32.68	30.41	184.3	50.82	13	High
CS042	30	3.31	1.525	12.9	38.29	120	4.19	2	Low
CS046	33	3.65	1.42105263157895	19.87	41.87	129.1	2.47	3	Low
CS047	48	2.48	5.51351351351351	24.85	35.33	295.5	54.53	12	Low
CS048	21	3.23	1.93137254901961	24.4	44.3	128.9	0.4	7	Low
CS049	50	4.8	2.61764705882353	23.97	35.35	207.6	39.47	9	Low
CS050	34	4.91	2.28260869565217	25.27	40.21	175.3	28.48	9	Low
CS051	47	6.01	4.42156862745098	12.88	42.25	109.5	6.82	4	Low
CS052	47	4.36	2.94285714285714	23.47	31.89	257.4	25.2	9	Low
CS053	48	5.57	4.43617021276596	22.38	39.01	153.6	5.31	3	Low
CS054	39	3.18	3.15068493150685	20.75	37.71	167.1	0.41	3	Low
CS055	25	14.42	4.6046511627907	22.3	28.7	251.4	9.1	6	Low
CS059	58	4.53	2.38095238095238	33.63	32.97	276.9	40.19	16	High
CS060	64	4.58	5.96478873239437	19.85	38.57	184.2	29.41	10	High
CS062	65	4.97	2.55833333333333	35.93	35.94	199	59.07	11	Low
CS063	37	3.44	2.13684210526316	20.19	38.04	116.8	10.42	7	Low
CS064	37	3.87	2.94047619047619	17.98	35.39	198.5	46.36	9	Low
CS065	50	6.05	3.13235294117647	35.3	37.5	241.1	6.7	13	Low
CS066	54	4.39	2.54166666666667	27.82	37.57	221.8	55.55	9	Low
CS067	57	7.17	2.34042553191489	18.27	35.61	187	56.03	12	Low
CS070	37	13.43	4.09876543209877	18.93	40.45	162.8	44.01	5	Low
CS071	41	7.82	3.20588235294118	18.85	36.76	142.6	8.26	6	Low
CS072	63	4.94	4	29.05	32.13	195	38.7	14	Low
CS073	50	3.34	3.76190476190476	49.13	33.25	280.9	38.02	14	Low
CS074	51	3.17	2.98611111111111	26.55	41.36	152.8	15.38	4	Low
CS075	61	5	3.4	23	38	255	49	14	Low
CS076	34	3.48	2.64772727272727	16.27	36.37	118.1	4.3	8	Low
CS077	53	5.86	4.80645161290323	39.01	37.31	397.3	36.88	15	High
CS079	38	5.48	1.00392156862745	24.76	40.2	166.1	13.6	7	Low
CS080	29	3.27	4.30909090909091	17.55	36.49	181.2	62.36	5	Low
CS081	40	4.01	1.21854304635762	39.92	39.25	185.9	11.42	8	Low
CS082	68	3.62	4.015625	20.65	32.49	142.2	21.73	6	Low
CS083	34	4.77	1.16666666666667	15.63	41.49	141.3	5.39	2	Low
CS085	53	8.11	1.05994550408719	26.8	42.88	146.2	4.53	2	Low
CS086	50	2.78	1.8953488372093	42.49	34.12	355.1	11.48	10	Low
CS087	47	4.06	4.01333333333333	23.03	35.34	223.8	32.98	11	Low
CS088	21	4.65	1.86013986013986	16.49	38.98	152.2	13.8	4	Low
CS091	45	3.26	1.99	22.22	27.65	232.1	31.85	12	Low
CS092	39	4.98	3.40952380952381	18.79	36.92	140.1	23.68	2	Low
CS093	47	3.61	0.870588235294118	24.28	42.35	152	9.89	2	Low
CS095	30	7.29	5.72549019607843	20.84	37.45	141.9	17.42	2	Low
CS096	50	4.08	2.34513274336283	20.99	37.03	143.9	17.89	7	Low
CS097	30	3.93	2.6875	16.78	39.96	103.9	2.28	7	Low
CS099	37	6.89	1.38745387453875	23.27	35.4	126.6	2.3	1	Low
CS100	65	6.52	4.42477876106195	41.24	31.08	261.9	60.01	10	Low
CS101	51	4.8	4.29761904761905	26.92	33.49	213.1	42.02	12	Low
CS102	41	7.53	2.75409836065574	16.33	39.85	148.2	5.32	4	Low
CS104	44	5.16	5.77142857142857	46.96	33.77	253.9	69.59	15	High
CS105	61	5.56	4.13684210526316	21.63	34	133.7	24.47	3	Low
CS106	66	2.79	3.14516129032258	33.24	35.36	184.9	18.73	7	High
CS107	59	4.22	2.54054054054054	41.41	30.8	273.9	55.88	13	Low
CS109	40	5.28	2.2	19.25	36.54	125.2	2.91	5	Low
CS110	46	1.93	1.47297297297297	34.21	32.16	244.7	54.53	14	Low
CS111	40	4.62	2.42148760330579	35.81	38.74	198.1	47.73	9	Low
CS112	35	3.69	1.49618320610687	15.09	33.87	138.1	22.38	6	Low
CS113	28	4.15	1.44370860927152	21.7	37.43	150.3	7.2	6	Low
CS114	70	5.45	5.05747126436782	46.16	31.69	440.2	58.67	17	High
CS115	27	7.56	1.98684210526316	18.82	36.22	148.8	1.95	8	Low
CS116	26	4.64	2.61666666666667	24.04	33.53	172.7	24.46	10	Low
CS117	31	3.67	1.16352201257862	16.06	43.06	82.5	1.53	1	Low
CS118	50	4.49	5.31818181818182	22.88	32.35	187.2	20.2	10	Low
CS119	37	2.35	3.12676056338028	30.35	36.13	197.4	43.97	9	High
CS120	21	5.24	2.06875	23.08	42.39	131.5	4.42	3	Low
CS121	50	3.58	2.69230769230769	13.85	32.38	124.8	23.62	5	Low
CS122	41	3.63	5.31481481481482	31.38	36.53	302.4	51.47	12	Low
CS123	57	4.24	4.875	33.5	32.14	260.9	23.05	10	Low
CS124	30	3.05	0.679012345679012	14.52	38.23	148.6	4.45	6	Low
CS126	46	7.42	3.4	45.88	36.46	365.6	87.48	12	Low
CS127	51	5.73	3.61682242990654	22.68	40.54	230.8	26.89	2	Low
CS128	69	4.77	2.63559322033898	25.54	41.66	163.7	14.97	4	Low
CS129	60	5.02	3.33636363636364	28.84	35.25	133.2	4.11	4	Low
CS132	62	5.12	3.85185185185185	21.69	30.03	264.7	77.36	14	Low
CS134	45	4.47	2.52252252252252	34.54	44.4	139.6	9.58	7	Low
CS135	66	4.84	3.16037735849057	19.98	41.5	155.1	7.68	4	Low
CS136	53	6.45	2.60479041916168	33.03	43.57	197.5	13.17	2	Low
CS138	26	4.17	1.68888888888889	13.47	39.85	115.5	1.78	1	Low
CS139	64	5.05	3.29090909090909	31.34	38.46	208.5	37.09	8	Low
CS140	61	3.14	5.33333333333333	23.22	34.39	208.8	57.17	9	Low
CS141	25	3.56	1	54.11	37.63	245.9	7.95	4	Low
CS145	41	7.19	3.63970588235294	25.24	39.47	182.8	21.57	2	High
CS147	21	5.55	1.42380952380952	22.62	36.9	133.8	4.17	2	Low
CS148	51	6.23	1.67298578199052	31.24	40.3	218.8	2.27	5	Low
CS149	47	3.44	2.43956043956044	18.95	35.31	169.4	10.26	6	Low
CS151	64	3.3	3.90163934426229	23.41	35.65	139.7	6.77	6	Low
CS152	26	3.32	2.68674698795181	26	38.37	234.7	29.85	3	Low
CS153	78	3.9	4.75806451612903	26.9	30.74	207.1	61.73	10	High
CS154	53	5.63	1.35909090909091	23	42.3	119.6	2.2	4	Low
CS155	61	6.27	2.9645390070922	59.53	34.93	301.6	91.35	8	Low
CS156	59	2.74	2.41333333333333	24.04	36.81	206	16.21	3	Low
CS157	57	3.09	2.95833333333333	23.08	34.73	212.5	15.7	7	Low
CS158	22	3.82	1.768	20.66	40.68	135.1	7.57	2	Low
CS159	39	3.83	2.07894736842105	25.25	35.36	146.5	12.66	2	Low
YY002	35	4.23	2.19672131147541	20.52	37	113.3	2.04	3	Low
YY003	58	5.47	1.77717391304348	18.88	39.4	121	0.2	7	Low
YY005	63	3.24	3.1	35.38	34	336.1	77.05	17	High
YY006	26	5.59	3	25	37.5	383.1	na	6	Low
YY007	45	7.48	6.33333333333333	41.96	37.3	179.1	45.41	13	Low
YY008	65	3.38	4.18333333333333	18.28	37.9	124.5	30.09	9	Low
YY009	55	6.49	1.89539748953975	44.36	32	171.8	48	12	High
YY010	36	4.62	2.73469387755102	15	35.5	218.8	31.26	6	Low
YY011	59	3.46	1.18300653594771	15.66	33.6	140.9	0.8	11	Low
YY012	65	4.54	2.72164948453608	24.25	32.4	153	49.49	6	Low
YY013	60	2.24	1.97142857142857	44.52	35.5	227.4	24.87	2	Low
YY014	30	3.64	1.31428571428571	26.81	38.1	210.7	na	3	Low
YY015	62	4.9	5.30487804878049	19.78	37.7	178.1	16.93	5	Low
YY016	32	4.65	2.60714285714286	21.59	36.9	104.3	12.21	3	Low
YY018	50	4.38	1.22727272727273	15	34.9	218.9	na	2	Low
YY019	54	3	3	15	30	222.8	na	9	Low
YY020	21	6.1	1.39269406392694	19.16	41.8	111.9	21.3	4	Low
YY021	66	2.68	0.905982905982906	18.76	38.2	217.9	37.59	1	Low
YY022	43	6.26	4.31192660550459	21.15	39.4	198	38	7	Low
YY024	46	5.4	2.29787234042553	15	35.5	153	3	3	Low
YY025	48	3.39	2.09375	15	37.7	153	18	7	Low
YY026	44	2.64	1.11926605504587	25.03	37.5	148.2	8.99	8	Low
YY027	57	5.43	2.06211180124224	48.67	23.8	194.5	8.08	10	Low
YY029	62	3.28	2.24137931034483	23.62	38.6	265.7	48.73	13	Low
YY030	31	5.85	1.53333333333333	15.55	40.1	183.8	22.83	5	Low
YY031	46	4.32	3.95689655172414	21.31	36.8	7.1	71.69	17	Low
YY032	25	4.54	3	13.56	35.4	153	1.36	3	Low
YY033	24	4.53	2.25	10	40.8	153	3.58	4	Low
YY034	59	5.59	3.41964285714286	34.06	65.9	282.6	63.08	8	Low
YY035	34	7.47	2.73550724637681	23.89	40.4	195.8	8	4	Low
YY036	49	4.72	2.55555555555556	35.88	26.1	411.2	63.47	12	Low
YY037	52	5.97	4.02857142857143	22.54	32.1	123.9	5.56	9	Low
YY039	43	4.38	2.75471698113208	40.13	40.3	138.9	14.82	8	Low
YY040	48	4.57	3	28.85	35.5	252.4	35.8	8	Low
YY041	56	3.69	2.42553191489362	47.8	38.7	153	na	7	Low
YY042	44	4.41	2.69473684210526	13.2	36.4	153	47.65	8	Low
YY044	65	5.01	1.16064257028112	31.45	39.6	217.1	19.04	5	Low
YY047	59	4.57	3.04237288135593	24.38	39.7	153	52.27	5	Low
YY048	68	3.7	2.30693069306931	73.54	38.8	322.7	7.13	8	Low
YY050	23	3.82	0.914285714285714	26.66	34.8	189.4	0.1	5	Low
YY052	58	3.51	3.71698113207547	27	40.4	76	0.5	6	Low
YY053	40	4.21	1.21556886227545	27.79	33.6	346.5	65.63	6	Low
YY055	53	8.58	3.9	18.43	36	246.4	39.52	7	Low
YY056	46	6.11	2.32417582417582	15.63	33.2	182.7	33.74	8	Low
YY057	66	4.99	3.00609756097561	52.411	43.97	303.8	70.29	15	High
YY059	38	3.3	3	22.5	39.9	163.4	2.77	2	Low
YY060	66	5.42	3	25.22	36.2	167.4	5.05	4	Low
YY061	51	4.53	0.610759493670886	59.31	42.1	136.6	na	4	Low
YY062	59	3.58	1.89090909090909	50.63	42.9	178.9	32.3	5	Low
YY063	75	3.27	2.73611111111111	25.96	41.5	156	53.1	5	Low
YY064	48	5.54	3	10	35.5	153	5	2	Low
YY065	28	7.64	5.22758620689655	70.89	37.8	501.5	106.63	14	Low
SY001	43	5.23	3.50980392156863	80	25.84	400	42.9	20	High
SY002	59	5.26	9	36.3	31.9	359.6	40.27	25	High
SY007	38	6.21	7.475	34.3	41.6	247.4	31.9	14	High
SY009	63	7.48	5.32098765432099	27	29.09	214	28.8	18	High
SY010	80	5.71	5	54.6	34.84	270.1	48	10	High
SY015	75	6.43	7.15068493150685	25.6	24.8	308.7	31.9	23	High
SY016	54	6.48	5.06422018348624	20	30.24	331.3	120	23	High
SY019	43	3.02	3.05882352941176	24.5	37.8	260.7	32.7	6	Low
SY020	34	4.18	1.77697841726619	27	39.8	207	0.25	4	Low
SY022	50	5.25	7.85333333333333	21	35.66	166	2.49	9	Low
SY023	39	5.04	3.63541666666667	46	31.97	565	0.01	18	Low
SY027	19	4.27	4.5	19.6	39.4	161.6	11.5	4	Low
SY028	39	4.96	5.41176470588235	28	30.98	188	48.2	9	Low
SY029	40	5.19	3.79591836734694	20	34.94	171	34.1	11	Low
SY030	39	3.98	3.37349397590361	21	36.38	196	2.73	10	Low
SY031	28	4.64	1.41142857142857	21.7	46.19	179	1	2	Low
SY032	40	3.13	2.82539682539683	38	36.92	197	15	8	Low
SY033	43	4.26	5.19354838709678	22	35.03	137	2.26	6	Low
SY034	23	5.19	0.751515151515152	35	39.98	261	0.85	10	Low
SY035	19	4.07	1.50675675675676	19	43.22	132	0.45	6	Low
SY036	20	5.13	3.33108108108108	25.2	40.12	87.1	1.1	5	Low
SY037	30	4.97	3.34319526627219	24.8	39.9	121.9	0.91	9	Low
SY042	29	6.79	1.82222222222222	23.4	45.88	137.2	4.75	7	Low
SY044	75	2.13	2.47169811320755	34	30.6	198.9	25.4	13	Low
SY046	23	4.09	1.95945945945946	22.3	46.6	172.9	na	2	Low
SY047	53	5.01	4.76543209876543	15.7	39.2	220.8	7.51	9	Low
SY048	46	5.51	5.72641509433962	27	40.6	143.3	22.2	4	Low
SY049	48	5.7	2.06626506024096	42.2	44.1	264.4	na	5	Low
SY050	27	2.89	1.31858407079646	27.2	43.3	182.9	5.19	3	Low
SY051	69	2.9	1.42990654205607	33	35.2	275	44.2	17	Low
SY052	51	4.63	1.14285714285714	25.2	40.5	238.6	na	4	Low
SY053	43	3.53	2.66279069767442	39.2	46.56	283.8	na	8	Low
SY054	34	4.68	2.2890625	16.4	42.43	131.7	na	7	Low
SY057	30	4.86	1.26262626262626	13.9	39.36	137	0.32	3	Low
SY059	40	3.77	0.831521739130435	19	33.23	132	1.65	7	Low
SY060	47	5.44	6.07462686567164	32.3	32.83	110.5	na	10	Low
SY061	45	7.68	2.85887096774194	31.4	38.01	145.7	na	3	Low
SY062	23	8.72	3.79754601226994	20.3	42.72	119.9	0.46	2	Low
SY065	28	3.38	2.07070707070707	27.5	39.16	186.9	na	2	Low
SY066	47	8.78	3.93684210526316	26.2	43.29	148.3	1.39	6	Low
SY067	37	7.64	4.26347305389222	37.3	43.2	120.7	1	7	Low
SY068	44	6.64	1.49377593360996	30.8	38.59	216.6	na	8	Low
SY069	21	7.63	1.57281553398058	23.7	40.1	139.1	1	3	Low
SY070	82	6.32	1	16.9	32.6	178.1	na	14	Low

Bhattacharjee S. et al., Biomed Signal Process Control (2022), 77:103745. doi: 10.1016/j.bspc.2022.103745. Please contact Dr. Sudipto Saha (ssaha4@jcbose.ac.in) regarding any further queries.