Datasets:

BenchmarkDatasets
/

VitalDB

row_idx int64	f_0_icu_days int64	f_1_age float64	f_2_height float64	f_3_weight float64	f_4_asa float64	f_5_emop int64	f_6_department string	f_7_optype string	f_8_approach string	f_9_preop_htn int64	f_10_preop_dm int64	f_11_preop_hb float64	f_12_preop_plt float64	f_13_preop_pt float64	f_14_preop_aptt float64	f_15_preop_na float64	f_16_preop_k float64	f_17_preop_gluc float64	f_18_preop_alb float64	f_19_preop_ast float64	f_20_preop_alt float64	f_21_preop_bun float64	f_22_preop_cr float64	f_23_intraop_ebl float64	f_24_intraop_uo float64	f_25_intraop_rbc int64	f_26_intraop_ffp int64	f_27_intraop_crystalloid float64	f_28_intraop_colloid int64	f_29_intraop_ppf int64	f_30_intraop_mdz float64	f_31_intraop_ftn int64	f_32_intraop_rocu int64	f_34_intraop_eph int64	f_35_intraop_phe int64	f_36_intraop_epi int64	f_37_intraop_ca int64	f_38_cline1_present int64	f_40_aline1_present int64	f_41_aline2_present int64	f_42_iv2_present int64	f_43_ETT_present int64	f_44_LMA_present int64	f_45_DLT_present int64	f_46_no_airway int64	f_48_intraop_uo_missing int64	f_49_intraop_ebl_missing int64	f_50_position_supine int64	f_51_preop_ecg_abnormal int64	f_52_preop_pft_abnormal int64	f_53_ane_general int64	f_54_dx_group string	f_55_sex_binary int64	f_56_case_duration int64	f_57_ane_duration float64	f_58_los_days float64
0	0	77	160.2	67.5	2	0	General surgery	Colorectal	Open	1	0	14.1	189	94	33.2	141	3.1	134	4.3	18	16	10	0.82	null	300	0	0	350	0	120	0	100	70	10	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	1	Colorectal_Cancer	1	11,542	11,400	10
1	0	54	167.3	54.8	2	0	General surgery	Stomach	Open	0	0	10.2	251	110	31.9	143	4.7	88	3.8	18	15	14	0.86	50	700	0	0	800	0	150	0	0	100	20	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	15,741	15,960	20
2	0	62	169.1	69.7	1	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	14.2	373	103	30.3	144	4.9	87	4.2	17	34	14	1.18	null	null	0	0	200	0	0	0	0	50	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	1	Gallbladder_Disease	1	4,394	4,800	3
3	1	74	160.6	53	2	0	General surgery	Stomach	Videoscopic	1	0	14.4	275	103	34.5	141	4.2	108	4.1	23	18	10	0.96	null	270	0	0	2,700	0	80	0	100	100	50	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	Gastric_Cancer	1	20,990	21,000	9
4	13	66	171	59.7	3	1	General surgery	Vascular	Open	1	0	10.1	67	73	36.5	146	4.4	126	2.6	765	77	50	4.43	2,600	1,490	8	8	7,100	0	0	0	0	160	10	900	0	2,100	1	1	0	0	1	0	0	0	0	0	0	1	0	1	Other_NonCancer	1	21,531	23,400	44
6	3	52	167.7	62.3	2	0	Thoracic surgery	Major resection	Videoscopic	0	0	null	null	null	null	null	null	null	null	null	null	null	null	100	125	0	0	700	0	0	0	0	120	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_NonCancer	0	15,770	14,340	9
7	0	81	156.7	67.25	2	0	General surgery	Breast	Open	0	0	12.1	186	92	31.3	142	4.5	101	3.7	16	10	11	0.69	100	null	0	0	300	0	0	0	0	70	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	1	Breast_Benign	0	5,918	6,480	5
8	0	32	157.9	50.9	1	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	13.7	141	96	null	null	null	91	4.5	14	11	8	0.58	null	null	0	0	300	0	0	0	0	50	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Gallbladder_Disease	0	4,481	4,980	2
9	1	72	162.5	62.75	3	0	General surgery	Stomach	Videoscopic	1	0	15.8	204	112	29.8	139	5.4	191	3.9	18	15	26	1.2	200	200	0	0	1,100	0	90	0	0	110	20	500	0	600	0	1	0	1	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	20,992	22,800	44
10	0	56	175.4	81.45	1	0	Urology	Minor resection	Videoscopic	0	0	null	null	null	null	141	4.3	null	null	null	null	20	0.71	200	null	0	0	100	0	120	0	50	50	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	Other_NonCancer	1	5,265	5,339.999999	2
11	4	46	169.2	81.4	2	0	General surgery	Transplantation	Open	0	0	9.2	67	56	39.3	140	3.6	93	3.1	25	15	6	0.58	1,300	1,280	0	0	4,800	200	100	0	100	70	20	0	0	3,300	1	1	0	0	1	0	0	0	0	0	1	0	0	1	Other_Cancer	0	31,203	31,680	20
12	0	67	153	64.9	2	0	Thoracic surgery	Minor resection	Videoscopic	0	0	12.8	221	108	32.3	142	4.4	98	4.2	23	29	16	0.72	20	70	0	0	700	0	0	0	0	95	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	0	0	1	Lung_Nodule	0	10,811	11,400	4
13	0	23	177.9	80	1	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	16.7	286	110	32.3	140	4.7	86	4.6	10	12	12	0.84	null	null	0	0	200	0	0	0	0	50	5	30	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Gallbladder_Disease	1	4,115	4,500	3
14	0	56	158	48.3	2	1	General surgery	Colorectal	Open	1	0	15.1	268	114	31.1	142	3.4	112	4.5	30	42	10	0.79	50	null	0	0	100	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	Hernia	0	3,510	4,140	2
15	0	57	162.3	68.9	2	0	General surgery	Hepatic	Open	1	0	13.8	190	106	null	null	null	110	4.5	20	28	13	0.92	100	140	0	0	1,350	0	0	0	0	110	25	0	0	300	0	1	0	1	1	0	0	0	0	0	1	0	0	1	Other_Cancer	1	12,867	14,700	6
16	1	85	164.2	53	2	0	General surgery	Vascular	Open	0	0	13.3	286	104	31.1	141	4.3	97	4.1	15	9	19	1.05	500	120	0	0	1,900	20	0	0	0	80	25	550	0	0	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Other_NonCancer	1	20,370	20,520	16
17	0	77	155	56.9	2	0	General surgery	Colorectal	Open	1	0	10.3	200	122	28.2	143	3.8	94	3.4	15	13	11	0.9	50	null	0	0	200	0	0	0	0	30	10	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	1	Other_NonCancer	0	4,416	4,800	7
18	2	74	171.3	66.2	2	0	General surgery	Biliary/Pancreas	Open	0	1	12.1	285	86	33.9	135	4.8	237	3.8	45	49	21	1.19	540	425	0	0	3,700	0	0	0	0	130	25	0	0	300	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Other_Cancer	1	27,575	27,900	18
20	0	69	155.1	61.6	1	0	General surgery	Colorectal	Videoscopic	0	0	13.3	304	116	32.9	141	4.4	73	4.6	20	18	15	0.65	300	350	0	0	750	0	100	0	100	100	10	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	Other_NonCancer	0	12,690	13,020	9
21	0	53	162	54.6	1	0	General surgery	Thyroid	Robotic	0	0	11.8	209	106	33.9	137	4.2	91	4	18	12	13	0.62	1,050	null	0	0	1,700	500	0	0	0	40	5	0	0	0	0	1	0	1	1	0	0	0	1	0	1	0	0	1	Thyroid_Benign	0	14,374	14,700	4
22	0	69	139.4	47.8	1	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	14.7	230	111	42.2	138	4.3	110	4.1	21	17	11	0.59	null	null	0	0	150	0	100	0	50	60	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Other_NonCancer	0	2,829	5,400	3
23	0	57	161.8	65	2	1	General surgery	Stomach	Videoscopic	0	0	16.4	144	105	31.3	140	4.4	118	4.9	20	21	18	0.89	null	null	0	0	null	0	120	0	0	80	10	40	0	0	0	1	0	0	0	0	0	1	1	1	1	0	0	1	Other_NonCancer	1	6,492	7,740	6
24	1	66	169.7	80.2	2	0	General surgery	Stomach	Open	0	0	9.5	233	99	34.2	null	null	135	4.2	19	20	11	0.73	300	300	0	0	1,900	0	100	0	0	100	20	90	0	600	0	1	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	14,832	15,900	13
25	1	64	169.7	62.6	1	0	Thoracic surgery	Major resection	Videoscopic	0	0	13.7	172	101	34.2	142	3.7	92	3.8	18	22	11	0.73	50	100	0	0	550	0	0	0	0	120	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_Cancer	1	10,711	10,800	5
27	1	67	148.9	49.9	1	0	Thoracic surgery	Others	Open	1	0	null	null	null	null	null	null	null	null	null	null	null	null	800	440	1	0	1,900	500	0	0	0	170	0	400	0	0	1	1	0	0	0	0	1	0	0	0	1	0	0	1	Other_NonCancer	0	26,902	27,420	9
28	0	53	156.1	57.4	1	1	General surgery	Transplantation	Videoscopic	0	0	12	199	99	29.8	139	3.9	117	4.1	18	14	9	0.58	250	260	0	0	2,300	0	0	0	0	130	0	0	0	0	0	1	0	1	1	0	0	0	0	0	1	0	0	1	Donor	0	21,394	22,500	8
29	0	59	166.4	57.6	2	0	General surgery	Colorectal	Videoscopic	0	0	13.2	397	88	32.3	141	4.1	171	3.6	21	15	11	0.58	null	120	0	0	null	0	0	0	0	90	5	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	Colorectal_Cancer	0	11,123	11,040	8
30	0	58	162.8	53.8	2	0	Thoracic surgery	Minor resection	Open	0	0	10.8	286	108	34.1	140	3.9	201	3.9	15	8	18	0.88	null	25	0	0	300	0	0	0	0	100	5	50	0	0	1	1	0	0	0	0	1	0	0	1	0	0	0	1	Other_NonCancer	1	10,416	12,120	4
33	0	69	150.5	66.6	2	0	General surgery	Breast	Open	1	0	10.7	202	81	33.6	143	4.3	89	3.2	14	10	16	0.58	220	300	0	0	1,350	0	0	0	0	100	5	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	Breast_Benign	0	23,774	24,720	24
34	0	58	155.2	50.4	1	0	General surgery	Breast	Open	0	0	12.1	316	95	33.7	139	4.2	104	4.6	19	10	15	0.7	null	null	0	0	200	0	0	0	0	50	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Breast_Cancer	0	5,711	4,980	4
36	0	56	180.5	82.75	2	0	General surgery	Biliary/Pancreas	Videoscopic	1	0	13.6	273	91	31.8	143	4.3	117	4.5	16	10	11	1	150	null	0	0	700	0	0	0	0	70	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	1	Gallbladder_Disease	1	11,807	12,120	10
37	0	66	170.1	72.3	2	0	Thoracic surgery	Major resection	Videoscopic	0	0	16	194	109	24.2	140	4.1	100	4.2	22	21	20	0.95	150	205	0	0	850	0	0	0	0	110	10	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Lung_Cancer	1	12,291	12,660	6
38	0	68	162.5	64.7	2	0	General surgery	Colorectal	Open	1	0	16.2	193	112	33.1	141	3.7	97	4.6	19	20	12	0.88	null	null	0	0	50	0	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	Hernia	1	3,515	3,480	2
39	0	41	160.1	83.2	1	0	General surgery	Breast	Open	0	0	12.3	342	101	31.4	141	3.9	108	4.1	36	49	17	0.58	50	null	0	0	500	0	0	0	0	50	10	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	1	Breast_Benign	0	6,671	7,200	8
40	0	45	175	78.7	1	0	Urology	Major resection	Robotic	0	0	15.8	238	92	32.5	138	4.2	91	4.7	20	24	13	0.87	100	80	0	0	1,350	0	150	0	0	60	20	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	Kidney_Disease	1	11,830	13,440	5
41	1	72	166.7	72.5	2	0	General surgery	Stomach	Open	1	0	12.1	237	109	34.6	null	null	141	4.1	20	18	27	1.72	170	400	0	0	1,000	0	0	0	0	110	20	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	1	1	Gastric_Cancer	1	15,360	15,360	10
43	2	56	175.8	59.9	1	0	Thoracic surgery	Major resection	Videoscopic	0	0	13	242	78	33.5	141	3.9	95	4.1	14	11	20	0.76	200	80	0	0	1,000	0	0	0	0	140	10	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Lung_Cancer	1	14,614	15,720	5
44	0	78	147.9	50	1	0	General surgery	Stomach	Videoscopic	1	0	11.4	219	111	31.7	null	null	104	4	19	14	23	0.84	null	null	0	0	200	0	0	0	0	60	5	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Other_NonCancer	0	6,453	6,720	7
45	1	75	150.7	53.75	1	0	Thoracic surgery	Major resection	Videoscopic	0	0	11.4	370	103	32.9	141	4.2	92	4	15	10	17	0.58	null	50	0	0	850	0	0	0	0	100	0	0	0	0	1	1	0	0	0	0	1	0	0	1	0	0	0	1	Lung_Cancer	0	10,617	10,800	5
49	0	47	158.1	51.6	2	0	General surgery	Colorectal	Open	0	0	10.8	377	90	40.2	140	4.3	96	4.3	22	41	7	0.67	1,100	400	1	0	2,650	0	0	0	0	100	5	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	0	15,987	18,180	9
53	0	64	165	71.9	1	0	General surgery	Transplantation	Videoscopic	1	0	15.8	177	104	36.2	140	4.5	104	4.5	18	19	11	0.88	190	120	0	0	1,000	35	0	0	0	90	10	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	Kidney_Disease	1	15,346	16,260	5
54	3	18	175.1	59.2	2	0	General surgery	Transplantation	Open	0	0	13.1	92	52	47.8	142	3.4	134	3.4	17	15	7	0.5	500	290	0	0	4,100	100	0	0	0	50	20	0	0	1,200	1	1	1	0	1	0	0	0	0	0	1	0	0	1	Other_NonCancer	1	21,734	23,220	21
55	0	23	157.9	50.3	1	0	General surgery	Biliary/Pancreas	Robotic	0	0	12.4	268	96	36.1	142	4.6	101	4.5	12	10	10	0.76	150	580	0	0	3,100	500	100	0	0	80	10	0	0	300	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Gyne_Benign	0	29,161	29,760	10
56	0	67	169.4	69.7	2	0	General surgery	Colorectal	Videoscopic	0	0	14.8	299	120	33	142	3.7	98	4.4	22	14	11	1.06	null	10	0	0	650	0	0	0	0	75	5	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	Colorectal_Cancer	1	10,637	11,820	6
57	1	42	169.7	57.8	3	0	General surgery	Transplantation	Open	1	0	11.1	176	144	29.5	132	5.4	92	3.6	26	15	73	15.15	420	200	0	0	2,100	35	120	0	100	60	20	0	0	600	1	1	0	0	1	0	0	0	0	0	1	0	0	1	Kidney_Disease	0	14,724	15,000	14
58	0	74	166	79.4	3	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	11.2	104	91	32.9	141	4	141	4.1	25	20	18	1.11	null	null	0	0	300	0	0	0	0	60	0	0	0	0	0	1	0	0	1	0	0	0	1	1	1	0	0	1	Gallbladder_Disease	1	3,352	3,600	3
59	0	55	157	46.8	2	1	General surgery	Transplantation	Open	1	0	11.4	138	123	27.6	140	4.1	82	3.7	22	16	34	6.7	200	420	0	0	1,700	35	0	0	0	70	0	0	0	600	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Kidney_Disease	0	14,289	15,300	16
60	0	58	165.7	57.3	2	0	General surgery	Hepatic	Videoscopic	1	1	13.8	207	95	34.3	143	4.8	126	4.4	16	13	15	0.78	30	140	0	0	1,000	0	90	0	0	60	15	60	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	1	Gallbladder_Disease	1	9,291	10,500	6
63	0	76	158.6	59	2	0	General surgery	Others	Videoscopic	0	0	15.6	189	101	31.5	145	4.3	87	4.4	19	17	14	0.95	550	210	0	0	1,700	300	110	0	0	120	35	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	14,427	15,120	13
64	0	58	157.7	53.8	1	0	General surgery	Stomach	Videoscopic	0	0	13.1	277	99	36.3	142	4.1	93	4.2	22	21	14	0.93	null	50	0	0	750	0	100	0	0	90	5	0	0	0	0	1	0	0	1	0	0	0	0	1	1	0	0	1	Gastric_Cancer	0	12,850	13,800	9
66	1	78	152	54.95	3	0	Thoracic surgery	Major resection	Videoscopic	1	0	12.8	173	103	30.2	142	4.2	87	4.3	23	10	12	0.66	20	140	0	0	150	0	0	0	0	70	10	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Lung_Cancer	0	11,592	11,580	5
67	0	61	167.6	66.9	1	0	Thoracic surgery	Minor resection	Videoscopic	0	0	15	230	85	20.2	137	5.2	322	3.5	16	7	18	1.01	null	null	0	0	200	0	0	0	0	100	10	0	0	0	0	1	0	1	0	0	1	0	1	1	0	0	0	1	Other_NonCancer	1	8,781	8,040	9
68	0	56	167.6	77.7	2	0	Thoracic surgery	Others	Open	1	0	17.1	211	109	30.3	null	null	98	4.5	25	25	10	0.84	50	250	0	0	300	0	0	0	0	80	0	0	0	0	0	1	0	1	1	0	0	0	0	0	1	0	0	1	Other_NonCancer	1	7,364	7,440	5
69	0	76	164.9	71.35	2	0	General surgery	Hepatic	Videoscopic	1	0	12.3	208	92	31.7	140	4.2	268	3.8	27	30	21	1.12	50	80	0	0	970	0	0	0	0	100	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	1	1	Other_Cancer	1	14,147	15,300	9
71	0	54	154.2	52.8	2	0	General surgery	Thyroid	Open	0	0	12.7	283	111	30	142	4.4	105	4.5	15	14	19	0.69	50	null	0	0	400	0	0	0	0	50	15	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	1	Thyroid_Benign	0	8,333	8,820	4
72	0	62	154.3	64.8	1	0	General surgery	Breast	Open	1	0	13.9	214	104	34.1	140	4.2	108	4.5	19	18	8	0.71	null	null	0	0	null	0	100	0	100	50	5	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	Breast_Cancer	0	5,320	5,160	6
73	1	64	168.4	65.7	2	0	Thoracic surgery	Major resection	Videoscopic	1	0	11.5	331	112	29.7	138	4.2	117	3.4	19	17	13	0.7	450	200	0	0	1,400	0	0	0	0	190	0	0	0	300	1	1	0	1	0	0	1	0	0	0	0	0	0	1	Other_Cancer	1	19,897	19,320	5
74	1	48	169	76.1	2	0	Thoracic surgery	Others	Open	0	0	13.2	356	null	null	null	null	261	4.1	25	15	13	1.05	600	805	1	0	4,400	0	0	0	0	200	0	1,600	0	300	1	1	0	0	0	0	1	0	0	0	1	0	0	1	Other_Cancer	1	25,124	25,380	6
75	0	72	171.1	72.4	2	0	Urology	Major resection	Robotic	1	0	14.5	254	112	31.5	139	4.5	106	4.1	19	15	14	1.15	350	null	0	0	1,250	0	90	0	0	50	0	0	0	0	0	1	0	1	1	0	0	0	1	0	0	0	0	1	Other_Cancer	1	14,192	14,400	5
76	0	70	163.5	57	2	0	Thoracic surgery	Minor resection	Videoscopic	1	1	10.4	158	100	32.2	143	4.7	101	3.6	43	29	21	1.14	null	60	0	0	200	0	0	0	0	90	0	0	0	0	1	1	0	0	0	0	1	0	0	1	0	0	1	1	Other_Cancer	1	10,764	11,520	17
81	0	58	164.7	63.5	2	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	12.1	112	99	34.5	141	3.7	119	4.5	20	14	15	0.71	null	null	0	0	150	0	120	0	50	40	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Gallbladder_Disease	1	3,899	3,360	2
82	0	56	159.3	69.7	2	1	General surgery	Transplantation	Open	1	0	9	124	100	34.9	134	3.9	135	3.6	26	27	47	6.87	150	920	0	0	1,700	35	0	0	0	35	30	100	0	900	1	1	0	0	1	0	0	0	0	0	1	0	0	1	Kidney_Disease	0	19,385	20,580	15
83	0	70	165.9	66.4	2	0	General surgery	Stomach	Videoscopic	1	0	14.8	221	106	33	140	4	118	4.3	29	37	22	1.05	null	500	0	0	1,100	0	100	0	0	90	5	0	0	0	0	1	0	0	1	0	0	0	0	1	1	0	0	1	Gastric_Cancer	1	17,714	18,300	15
84	0	49	163.7	66.4	2	0	General surgery	Biliary/Pancreas	Videoscopic	0	0	15.3	284	100	38.5	138	4.2	86	4.6	17	10	8	0.58	50	null	0	0	200	0	100	0	100	50	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	1	Gallbladder_Disease	0	4,648	4,800	2
86	11	71	150.9	87.95	3	1	General surgery	Stomach	Open	1	0	14	221	77	26.4	137	3.9	183	4	21	22	43	2.72	800	230	0	0	3,800	100	80	0	0	90	10	1,200	70	1,800	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Hernia	0	11,230	12,900	25
88	0	61	160.3	49.7	1	0	General surgery	Others	Videoscopic	0	0	14.1	304	114	34.1	null	null	109	4	17	18	24	0.78	400	260	0	0	450	0	100	0	0	100	5	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	19,825	21,540	9
89	0	16	165	73.9	2	0	General surgery	Colorectal	Open	0	0	12.2	146	84	24.8	142	3.8	95	4.3	19	13	10	0.85	null	null	0	0	null	0	120	0	50	50	5	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Other_NonCancer	1	5,751	5,340	3
90	0	48	164.7	53.9	1	0	General surgery	Breast	Open	0	0	13.7	289	101	34.6	139	4.5	98	4.4	35	24	9	0.56	70	null	0	0	1,000	0	100	0	0	75	20	0	0	0	0	0	0	0	0	1	1	0	1	0	1	0	0	1	Breast_Cancer	0	13,885	13,440	13
91	0	44	159	60	1	0	Gynecology	Major resection	Videoscopic	0	0	12.7	321	107	32.5	139	4.2	75	4.4	18	12	11	0.73	50	null	0	0	400	0	100	0	0	50	0	0	0	0	0	1	0	1	1	0	0	0	1	0	0	0	0	1	Gyne_Benign	0	4,720	5,400	3
92	0	59	153	53	2	0	Thoracic surgery	Others	Open	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	50	0	0	0	0	60	0	0	0	0	0	1	0	1	0	0	1	0	1	1	0	0	0	1	Other_NonCancer	0	4,136	6,900	2
94	0	70	167.5	45.1	3	0	General surgery	Colorectal	Open	0	0	9.5	265	69	31.8	131	4.4	145	2.8	48	83	18	0.57	null	null	0	0	null	0	80	0	100	30	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	1	1	Other_NonCancer	1	4,510	4,380	14
95	1	56	172.4	67.85	2	0	General surgery	Stomach	Videoscopic	0	0	14.1	242	103	31	142	4.3	132	4.4	18	22	12	1.02	250	550	0	0	5,200	0	120	0	0	205	35	160	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	37,979	39,600	11
96	0	33	171	54.5	3	0	General surgery	Transplantation	Open	0	0	8.5	151	96	32.7	145	4.7	87	3.8	6	4	70	9.07	null	600	0	0	1,500	0	0	0	0	70	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	1	Kidney_Disease	1	15,462	15,480	16
97	0	56	159.3	62.8	3	0	General surgery	Others	Videoscopic	1	0	13.1	248	138	28.6	143	4.2	131	4.3	16	16	15	1.04	null	170	0	0	850	0	100	0	0	60	0	30	0	0	0	1	0	1	1	0	0	0	0	1	0	0	0	1	Kidney_Disease	0	7,236	7,080	3
98	0	51	159	49	2	0	Thoracic surgery	Others	Open	0	0	8.9	258	114	32	138	3.7	91	3.3	23	14	14	0.71	null	null	0	0	300	0	120	0	100	40	10	80	0	0	0	0	0	0	0	1	0	0	1	1	1	0	0	1	Other_NonCancer	0	5,495	6,360	66
101	0	47	163.1	58.1	1	1	General surgery	Colorectal	Open	0	0	16.1	254	120	36	142	4.2	89	4.2	23	25	11	0.95	null	null	0	0	100	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	Other_NonCancer	1	3,561	3,600	2
102	0	35	167.9	66.75	2	0	Thoracic surgery	Major resection	Videoscopic	0	0	13.7	281	107	30.7	142	4.5	137	4.5	19	14	8	0.57	100	170	0	0	600	0	0	0	0	100	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_NonCancer	0	10,748	10,620	4
103	0	58	166.4	82.8	2	0	Thoracic surgery	Minor resection	Videoscopic	1	1	14.3	246	109	32	139	4.7	145	4.4	22	41	15	0.85	50	40	0	0	500	0	0	0	0	140	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_NonCancer	1	13,294	14,340	3
105	0	67	165.3	67.2	2	0	General surgery	Biliary/Pancreas	Videoscopic	1	0	16.3	192	101	32.4	140	4.2	142	4.3	24	31	21	0.79	null	null	0	0	100	0	0	0	0	50	10	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Gallbladder_Disease	1	4,323	4,740	2
106	0	54	164.9	63.15	2	0	General surgery	Others	Open	0	0	10.5	395	88	31.1	142	4.1	105	4.5	14	17	19	0.95	140	100	0	0	1,000	0	150	0	0	100	40	10	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	19,848	21,240	21
107	0	26	165	55	1	0	Gynecology	Major resection	Videoscopic	0	0	12.2	295	94	34	140	4	97	4.3	13	8	11	0.78	500	null	0	0	1,500	500	100	0	100	50	0	0	0	0	0	1	0	1	1	0	0	0	1	0	0	0	0	1	Gyne_Benign	0	9,561	9,000	4
108	0	52	153.2	50	1	0	General surgery	Colorectal	Videoscopic	0	0	12.1	289	100	28.4	141	3.9	102	4.4	21	23	10	0.54	50	330	0	0	900	0	0	0	0	90	10	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	0	14,353	14,520	8
110	1	51	171.7	72.6	2	0	General surgery	Transplantation	Open	0	1	18	168	116	30	137	4.5	133	4.1	19	22	37	11.34	200	150	0	0	2,400	0	0	0	0	38	15	50	0	1,500	1	1	0	0	1	0	0	0	0	0	1	0	0	1	Kidney_Disease	1	17,278	17,400	15
111	0	41	158.3	53.45	2	0	Gynecology	Major resection	Videoscopic	0	0	12.4	252	91	29.7	141	4	123	4.3	16	12	12	0.72	200	200	0	0	500	0	100	0	100	50	0	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	Gyne_Benign	0	10,740	11,460	4
112	1	67	158.2	53.45	2	0	Thoracic surgery	Others	Robotic	0	0	15.9	269	111	33.7	138	4.4	89	4.4	30	21	11	0.74	50	320	0	0	1,850	0	0	0	0	90	0	150	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_Cancer	1	35,602	37,800	17
113	0	74	163.7	43.1	2	0	General surgery	Stomach	Videoscopic	0	1	10.7	141	99	36.2	142	4.3	184	4	19	12	18	0.85	20	200	0	0	650	10	150	0	0	85	20	0	0	600	0	1	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	16,388	16,800	10
115	1	64	151.9	41.2	1	0	General surgery	Colorectal	Videoscopic	0	0	12.5	260	105	32.6	141	4.3	107	3.6	19	11	11	0.59	200	180	0	0	1,600	0	80	0	100	70	20	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	0	12,772	14,640	10
116	0	68	161.2	58.6	2	0	General surgery	Hepatic	Videoscopic	0	0	11.8	243	null	null	140	4.5	98	3.8	28	19	18	1.05	150	50	0	0	1,200	0	150	0	0	60	0	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	1	1	Other_Cancer	1	11,437	12,000	11
118	0	22	174.8	74.4	2	0	General surgery	Thyroid	Robotic	0	0	15.9	174	109	30	140	4.4	97	4.6	17	30	14	1.07	null	null	0	0	1,200	0	0	0	0	50	0	0	0	0	0	1	0	1	1	0	0	0	1	1	1	0	0	1	Thyroid_Benign	1	15,757	16,200	5
119	0	70	169.8	81	2	0	General surgery	Vascular	Open	0	0	15.2	184	104	31	140	4.2	123	4.2	32	30	19	0.73	null	null	0	0	null	0	0	3	0	0	5	0	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	Other_NonCancer	1	8,166	8,640	2
121	0	74	166.7	69.5	3	0	General surgery	Stomach	Videoscopic	1	0	9.8	188	100	29.9	145	5.5	86	4.2	27	14	62	3.27	100	100	0	0	800	0	0	0	0	90	35	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	Gastric_Cancer	1	16,848	16,740	15
122	0	34	165.4	72.5	2	1	Gynecology	Others	Open	0	0	12.6	206	109	30.1	138	3.7	107	3.1	20	11	7	0.52	700	null	0	0	1,200	500	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	1	0	0	0	Other_NonCancer	0	5,614	5,820	4
123	0	46	157.6	49.4	2	1	General surgery	Colorectal	Open	0	0	11.6	216	100	31.5	141	4	81	4.4	15	10	12	0.63	300	30	0	0	1,450	0	0	0	0	100	5	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	0	9,290	9,480	8
125	0	38	150.1	45	2	0	Thoracic surgery	Minor resection	Videoscopic	0	0	13	219	96	39.4	null	null	105	4.2	31	18	12	0.63	null	null	0	0	500	0	0	0	0	80	0	0	0	0	0	1	0	1	0	0	1	0	1	1	0	0	0	1	Other_NonCancer	0	5,749	6,300	4
129	0	67	173.1	80.2	2	0	Thoracic surgery	Minor resection	Videoscopic	0	0	13.7	195	103	32.1	143	4.5	145	4	36	40	22	0.92	null	750	0	0	950	0	0	0	0	130	10	0	0	0	1	1	0	0	0	0	1	0	0	1	0	0	1	1	Lung_Nodule	1	18,134	17,820	5
131	2	69	152	54.8	2	0	Thoracic surgery	Major resection	Videoscopic	1	0	12.4	266	94	32.1	142	4.1	143	4.4	19	20	14	0.65	50	330	0	0	400	0	0	0	0	90	0	0	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	Other_NonCancer	0	11,236	11,940	6
132	0	61	159	68	2	0	General surgery	Colorectal	Open	1	0	12.8	278	101	35.7	139	4.6	129	4.2	20	21	10	0.81	200	50	0	0	700	0	150	0	100	90	15	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	1	10,708	9,540	13
133	0	53	157.1	55.5	2	0	General surgery	Breast	Open	0	0	13.1	342	106	39	137	4.2	100	4.4	17	12	11	0.73	null	null	0	0	150	0	0	0	0	50	0	0	0	0	0	0	0	0	1	0	0	0	1	1	1	0	0	1	Breast_Benign	0	5,716	3,720	7
134	0	62	147.8	71.3	2	0	General surgery	Colorectal	Videoscopic	1	0	9.4	348	119	35.4	144	4.2	164	3.9	14	10	16	0.67	200	200	0	0	1,200	0	130	0	100	80	20	30	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	Colorectal_Cancer	0	12,170	13,680	8
135	1	79	155	54.2	2	0	Thoracic surgery	Minor resection	Videoscopic	1	1	10.5	219	100	28.4	138	4.4	165	3.9	13	10	21	0.9	null	150	0	0	750	0	0	0	0	100	5	0	0	0	1	1	0	0	0	0	1	0	0	1	0	0	0	1	Lung_Nodule	0	15,861	15,000	8

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