Datasets:

Kaiyow0
/

triage-ai-dataset

age int64	gender string	heart_rate float64	respiratory_rate float64	temperature float64	spo2 float64	systolic_bp float64	diastolic_bp float64	triage_level int64	pulse_pressure float64	shock_index float64	map float64	tachycardia int64	hypotension int64	hypoxia int64	fever int64	tachypnea int64
50	Nữ	103.5	19.8	37.01	99.5	104.1	70.3	3	33.8	0.994	81.5	1	0	0	0	0
43	Nam	96.2	17	38.96	98	119.3	82.6	4	36.7	0.806	94.9	0	0	0	1	0
58	Nữ	104	22	39.44	88.6	111.1	75.1	3	36	0.936	87.1	1	0	1	1	1
38	Nam	77.4	18.7	36.46	92.5	116.8	82.7	4	34.1	0.663	94.1	0	0	0	0	0
78	Nam	79.6	15.5	36.11	94	119.4	76.8	4	42.5	0.667	91	0	0	0	0	0
41	Nam	135.6	24.9	38.2	87.8	89.2	68.3	2	20.9	1.52	75.3	1	1	1	1	1
52	Nam	124.4	25.5	37.21	83.3	91.3	63.7	2	27.5	1.364	72.9	1	0	1	0	1
47	Nam	78.2	17	35.5	100	126.5	80.2	5	46.4	0.618	95.6	0	0	0	0	0
87	Nam	119.4	26.7	38.22	85.7	94.4	65.8	2	28.6	1.265	75.4	1	0	1	1	1
19	Nữ	93.2	25.5	38.33	86.6	91.5	78.6	3	12.9	1.019	82.9	0	0	1	1	1
65	Nam	74.1	17.5	39.5	91.9	136.9	71.9	4	65	0.541	93.6	0	0	0	1	0
50	Nữ	103.1	23.7	37.5	90.3	95.5	67	3	28.5	1.079	76.5	1	0	0	0	1
44	Nữ	111.6	24.7	39.47	93.5	104.1	69.2	3	34.9	1.073	80.8	1	0	0	1	1
45	Nam	81.2	18.1	36.89	100	121	72.3	5	48.7	0.671	88.5	0	0	0	0	0
31	Nam	77.5	18.8	37.39	94.2	125.8	74.9	4	50.9	0.616	91.8	0	0	0	0	0
48	Nam	84.1	17.6	38.51	92.9	131.3	81.8	4	49.5	0.641	98.3	0	0	0	1	0
69	Nữ	87.4	14.8	36.6	99.9	114	77.8	4	36.2	0.766	89.9	0	0	0	0	0
52	Nam	105.6	21.7	36.71	88.2	110.1	60.1	3	50	0.959	76.8	1	0	1	0	1
78	Nam	113.8	20.4	36.16	96.1	112.2	75.8	3	36.4	1.014	87.9	1	0	0	0	1
62	Nam	150.7	32.5	39.16	74	61.4	45.2	1	16.2	2.453	50.6	1	1	1	1	1
46	Nam	74.4	17	38.4	100	119.6	79.9	4	39.7	0.622	93.1	0	0	0	1	0
25	Nữ	81.7	13.5	37.68	97.8	122.2	79	5	43.2	0.668	93.4	0	0	0	0	0
36	Nữ	77	18.1	36.49	97.2	117.7	85.6	4	32.1	0.654	96.3	0	0	0	0	0
33	Nam	101.4	20.3	39.16	94.5	90.7	66	3	24.7	1.118	74.2	1	0	0	1	1
46	Nữ	79	18.1	38.14	98.2	139.6	69	4	70.6	0.566	92.5	0	0	0	1	0
68	Nữ	92.6	14.2	35.75	98	135.6	78.4	4	57.2	0.683	97.4	0	0	0	0	0
50	Nam	61	13.5	38.5	94.6	119.3	80.3	5	39	0.511	93.3	0	0	0	1	0
38	Nam	142.3	28	38.03	87.3	101.1	66.1	2	35	1.408	77.8	1	0	1	1	1
43	Nữ	71.4	15.6	36.99	99.8	124.2	82.2	4	41.9	0.575	96.2	0	0	0	0	0
56	Nữ	76	20	36.4	98	140	90	3	50	0.542857	106.666667	0	0	0	0	0
67	Nam	129	28	40.97	92.8	86.9	52.7	2	34.2	1.484	64.1	1	1	0	1	1
24	Nữ	72.3	19.5	38.47	92.3	113.7	87.8	4	25.9	0.636	96.4	0	0	0	1	0
54	Nam	88	17.1	35.26	100	131	84.2	4	46.8	0.672	99.8	0	0	0	0	0
31	Nữ	138.9	43.5	40.94	80.6	71.1	38.3	1	32.8	1.954	49.2	1	1	1	1	1
23	Nữ	72.4	12.4	35.5	98.1	130.1	79.7	5	50.4	0.557	96.5	0	0	0	0	0
70	Nam	130.8	26.9	39.53	89.5	96.6	62.6	2	34.1	1.353	73.9	1	0	1	1	1
73	Nữ	76.4	16.4	37.7	96.5	112.3	78.5	4	33.8	0.681	89.7	0	0	0	0	0
38	Nam	98.4	26.6	38.51	95.1	100.3	67.2	3	33.1	0.981	78.2	0	0	0	1	1
62	Nam	63.4	17.8	36.76	97.4	127.3	77.6	5	49.8	0.498	94.1	0	0	0	0	0
30	Nữ	139.7	41.1	35.21	79.2	62	46.5	1	15.5	2.254	51.6	1	1	1	0	1
41	Nữ	73.5	14.5	37.67	94.8	115.5	70.2	4	45.3	0.636	85.3	0	0	0	0	0
49	Nữ	71.6	15	37.35	94.9	121.7	84.6	4	37.2	0.588	97	0	0	0	0	0
31	Nữ	117.2	24	38.65	93.1	103.6	77.8	3	25.8	1.131	86.4	1	0	0	1	1
86	Nữ	80	20	36.4	98	140	80	2	60	0.571429	100	0	0	0	0	0
33	Nữ	114.2	24.3	36.88	92.4	117.9	75.7	3	42.2	0.969	89.8	1	0	0	0	1
69	Nam	78.8	16.3	36.34	94.6	112.5	72.6	4	39.9	0.701	85.9	0	0	0	0	0
27	Nam	178.9	39.9	35.65	78.3	70.2	38.9	1	31.3	2.549	49.4	1	1	1	0	1
66	Nữ	71.5	16	36.26	96.5	115.2	74.8	4	40.4	0.621	88.3	0	0	0	0	0
88	Nam	79.2	14.9	39.09	100	109.9	84.3	4	25.6	0.721	92.8	0	0	0	1	0
59	Nữ	92.6	18.5	36.29	97.2	109.3	76.8	4	32.5	0.847	87.7	0	0	0	0	0
89	Nữ	129.6	28.2	39.41	88.5	87.7	65.9	2	21.8	1.478	73.2	1	1	1	1	1
57	Nữ	140.8	34.6	38.31	73.1	81.9	34.4	1	47.4	1.72	50.3	1	1	1	1	1
60	Nam	81.9	15	36.37	98.8	123.7	85.8	4	37.9	0.662	98.5	0	0	0	0	0
72	Nam	112.9	33.2	37.73	90.1	85.9	59	2	26.9	1.314	68	1	1	0	0	1
67	Nam	131.7	30.5	37.96	93.7	100.3	58.4	2	41.9	1.312	72.4	1	0	0	0	1
50	Nam	111.8	23.2	39.26	92.3	110.6	76.5	3	34.1	1.01	87.9	1	0	0	1	1
41	Nữ	100.5	20.6	39.16	96.2	98.5	80.5	3	18	1.02	86.5	1	0	0	1	1
39	Nữ	81.1	18.1	39	92.1	127.5	80.2	4	47.3	0.636	95.9	0	0	0	1	0
44	Nam	74.4	15.4	38.07	99	131.7	77.2	4	54.5	0.565	95.4	0	0	0	1	0
70	Nữ	115.3	22.7	37.84	97.9	105.6	64	3	41.6	1.092	77.9	1	0	0	0	1
60	Nữ	125.3	30.9	39.13	85.8	95	50.8	2	44.3	1.319	65.5	1	0	1	1	1
22	Nam	92.5	16.4	35.88	91.7	117	68.9	4	48	0.791	84.9	0	0	0	0	0
52	Nữ	122.8	28.2	38.65	91.8	91.6	59.8	2	31.9	1.34	70.4	1	0	0	1	1
81	Nam	91.6	24.9	38.04	92.7	93.7	73	3	20.6	0.978	79.9	0	0	0	1	1
75	Nữ	60	20	36.6	96	160	100	3	60	0.375	120	0	0	0	0	0
24	Nam	94.1	18.9	37.56	99.2	127.7	67.9	4	59.7	0.737	87.8	0	0	0	0	0
31	Nữ	123.6	31.2	37.05	91.3	103.1	62	2	41.2	1.199	75.7	1	0	0	0	1
77	Nữ	87.5	16.8	36.33	97.1	134.6	79.4	4	55.2	0.65	97.8	0	0	0	0	0
72	Nam	102.1	23	39.84	89.2	112.3	64.7	3	47.6	0.909	80.5	1	0	1	1	1
43	Nữ	62.8	15.9	35.98	97.5	119.1	76	5	43.1	0.527	90.4	0	0	0	0	0
30	Nam	106.2	21.6	39.3	96.7	106.3	71	3	35.3	0.999	82.8	1	0	0	1	1
65	Nữ	107.9	24.7	38.26	96.2	114.8	71	3	43.9	0.939	85.6	1	0	0	1	1
44	Nam	63.7	16.3	36.19	100	111.5	79.9	5	31.6	0.572	90.4	0	0	0	0	0
78	Nam	79.2	18	37.97	94.2	128.5	70.1	4	58.4	0.617	89.6	0	0	0	0	0
58	Nữ	81.3	20.3	36.13	94.3	113.3	76.1	4	37.3	0.718	88.5	0	0	0	0	1
51	Nữ	79	12	37.94	96.4	124.8	72.1	5	52.7	0.633	89.7	0	0	0	0	0
43	Nam	135.6	29.8	37.31	88.5	86.5	52.9	2	33.6	1.568	64.1	1	1	1	0	1
83	Nam	136.3	26.9	40.65	85.5	85.9	70.7	2	15.1	1.587	75.8	1	1	1	1	1
69	Nam	118.9	25.8	38.46	88.9	98.4	69.1	3	29.4	1.208	78.9	1	0	1	1	1
34	Nam	78.6	17.4	36.25	96.8	120.4	76	4	44.5	0.653	90.8	0	0	0	0	0
30	Nam	88.9	16.6	36.02	95.5	133.4	69	4	64.4	0.666	90.5	0	0	0	0	0
27	Nam	133.2	26.8	41.38	91	98	48.2	2	49.8	1.359	64.8	1	0	0	1	1
55	Nữ	109.5	24	40.12	93.4	109.3	67.1	3	42.2	1.001	81.2	1	0	0	1	1
49	Nữ	70.4	16.2	36.42	100	116.2	83.2	5	33.1	0.606	94.2	0	0	0	0	0
30	Nam	116.7	20.6	39.49	94.4	102	71.3	3	30.7	1.145	81.5	1	0	0	1	1
65	Nữ	110.4	21.6	37.69	97.1	106.1	71	3	35.1	1.04	82.7	1	0	0	0	1
57	Nữ	99	24.6	39.59	96	111.9	66.1	3	45.9	0.884	81.4	0	0	0	1	1
78	Nam	133.6	31.6	38	87.7	87.1	70.2	2	17	1.533	75.8	1	1	1	0	1
72	Nam	122.3	21.4	36.68	92	104.8	72.3	3	32.5	1.167	83.1	1	0	0	0	1
48	Nữ	116.6	31.6	37.24	86.9	89.9	56.5	2	33.3	1.297	67.7	1	1	1	0	1
23	Nam	70.7	16.8	36.99	95.1	127.4	79.7	4	47.7	0.555	95.6	0	0	0	0	0
31	Nữ	76.7	16.8	35.93	100	119.9	79	5	40.9	0.639	92.7	0	0	0	0	0
69	Nữ	96.1	16.8	38.45	100	130.4	88.1	4	42.3	0.737	102.2	0	0	0	1	0
86	Nam	107.5	24.8	36.8	99.5	103.2	64.9	3	38.3	1.042	77.7	1	0	0	0	1
65	Nữ	171.2	42.4	38.61	74.3	83.3	37.1	1	46.1	2.055	52.5	1	1	1	1	1
47	Nữ	69.2	16.6	38.17	96.3	132.3	72.8	5	59.5	0.523	92.6	0	0	0	1	0
25	Nữ	62.3	13.9	37.75	100	132.2	75.3	5	56.8	0.472	94.3	0	0	0	0	0
67	Nam	82	17	38.49	100	122.1	77	5	45.1	0.671	92	0	0	0	1	0
24	Nữ	101.5	25.2	36.43	90.9	120	72.1	3	47.9	0.845	88.1	1	0	0	0	1
20	Nữ	106.7	24.5	39.82	96.8	108.6	58.9	3	49.7	0.982	75.5	1	0	0	1	1

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Triage AI Dataset

Du lieu phan loai muc do uu tien kham benh (KTAS-based).

Files

File	Records	Description
ktas_cleaned.csv	561	Du lieu thuc sau lam sach tu KTAS goc
augmented_ktas.csv	8,361	561 real + 7,800 synthetic (Rule-based Clinical Generator)

Features (16)

age, gender (Nam/Nu), heart_rate, respiratory_rate, temperature, spo2, systolic_bp, diastolic_bp, pulse_pressure, shock_index, map, tachycardia, bradycardia, hypotension, hypoxia, fever, tachypnea, triage_level (1-5)

Source

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