Datasets:

prabinpanta0
/

genki_hospital

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[70-80)	8	72	1	18	2	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	no
[70-80)	3	34	2	13	0	0	0	Other	Other	Other	Other	no	no	no	yes	no
[50-60)	5	45	0	18	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	36	0	12	1	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[60-70)	1	42	0	7	0	0	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	no	yes	no
[40-50)	2	51	0	10	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[50-60)	4	44	2	21	0	0	0	Missing	Injury	Other	Other	no	normal	yes	yes	no
[60-70)	1	19	6	16	0	0	1	Other	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	4	67	3	13	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	no	yes
[70-80)	8	37	1	18	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Other	no	no	yes	yes	no
[70-80)	1	35	0	7	0	0	0	Missing	Injury	Injury	Injury	no	no	yes	yes	no
[50-60)	4	69	0	6	0	0	0	InternalMedicine	Respiratory	Other	Circulatory	no	no	yes	yes	no
[70-80)	8	67	0	21	0	0	0	Other	Diabetes	Circulatory	Other	no	normal	no	yes	no
[80-90)	3	60	0	18	0	2	0	Family/GeneralPractice	Respiratory	Circulatory	Other	no	no	yes	yes	no
[80-90)	2	73	1	26	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	no
[80-90)	8	52	0	20	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	52	0	10	0	0	0	Other	Circulatory	Other	Diabetes	no	no	no	yes	yes
[50-60)	1	9	0	11	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	7	72	0	13	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	no	yes	yes
[60-70)	2	16	3	16	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[90-100)	5	62	0	20	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	4	54	5	27	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	3	69	1	13	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	10	60	0	10	0	0	0	Missing	Circulatory	Other	Other	no	normal	no	no	no
[50-60)	4	37	2	15	0	0	0	Missing	Digestive	Digestive	Respiratory	no	no	no	no	no
[80-90)	5	58	1	15	1	3	0	Surgery	Circulatory	Respiratory	Other	no	no	yes	yes	no
[80-90)	4	40	0	8	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[60-70)	10	52	5	22	0	0	0	Cardiology	Injury	Injury	Other	no	no	no	yes	yes
[50-60)	3	40	1	17	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[70-80)	4	35	0	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	2	16	2	17	2	0	0	Missing	Musculoskeletal	Diabetes	Musculoskeletal	normal	no	no	yes	no
[60-70)	2	40	1	8	0	2	1	Other	Other	Circulatory	Circulatory	no	no	no	no	no
[70-80)	2	23	3	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	32	6	12	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	1	54	1	8	0	0	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	2	54	6	28	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	3	65	0	10	0	0	0	Emergency/Trauma	Other	Other	Digestive	no	no	yes	yes	yes
[40-50)	3	58	0	10	0	6	10	Missing	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[60-70)	1	1	0	5	0	0	0	Emergency/Trauma	Diabetes	Digestive	Other	no	no	no	no	yes
[40-50)	3	47	1	10	2	2	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	5	39	1	16	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	no	yes	no
[40-50)	3	67	1	10	0	1	0	InternalMedicine	Diabetes	Diabetes	Other	no	high	no	yes	yes
[50-60)	5	45	0	24	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[80-90)	3	59	1	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[50-60)	4	42	0	9	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	yes
[60-70)	6	72	3	27	2	9	0	Missing	Digestive	Other	Other	no	high	no	yes	yes
[80-90)	7	68	0	9	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	12	66	6	28	0	0	0	Other	Injury	Injury	Circulatory	no	no	no	yes	yes
[60-70)	2	43	4	5	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	high	no	no	no
[80-90)	11	30	3	21	0	3	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	4	66	0	14	0	7	1	InternalMedicine	Circulatory	Circulatory	Respiratory	no	normal	yes	yes	yes
[60-70)	6	34	3	26	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	7	23	1	19	0	1	0	Surgery	Injury	Other	Diabetes	normal	no	yes	yes	yes
[70-80)	2	46	5	9	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[40-50)	3	59	0	10	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	6	48	2	27	0	1	0	Missing	Digestive	Other	Musculoskeletal	no	high	yes	yes	no
[60-70)	1	5	0	13	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	3	42	0	16	0	3	0	InternalMedicine	Diabetes	Digestive	Other	no	no	no	yes	no
[80-90)	3	24	0	5	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	3	65	2	18	3	0	1	Missing	Circulatory	Other	Respiratory	no	no	no	no	no
[70-80)	1	39	0	1	0	0	0	Other	Injury	Injury	Respiratory	no	no	no	no	no
[60-70)	4	52	0	16	2	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[60-70)	2	73	0	25	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[80-90)	9	70	6	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	no	no
[50-60)	4	25	1	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	3	29	0	8	0	0	1	Missing	Respiratory	Diabetes	Missing	no	no	yes	yes	yes
[70-80)	8	65	0	20	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	1	52	0	7	0	0	0	Emergency/Trauma	Digestive	Diabetes	Other	no	no	no	no	no
[70-80)	7	49	4	32	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	no	yes	no
[60-70)	4	23	1	10	0	0	0	Other	Musculoskeletal	Other	Other	no	no	no	no	no
[70-80)	6	51	1	16	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	1	53	0	15	0	3	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	4	39	0	22	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	2	36	0	24	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	4	94	0	19	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	yes
[60-70)	3	18	0	14	0	0	0	Missing	Respiratory	Circulatory	Circulatory	high	no	yes	yes	yes
[60-70)	2	43	0	3	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	9	37	2	26	0	0	0	Missing	Musculoskeletal	Other	Injury	no	no	no	no	yes
[50-60)	3	9	2	18	1	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	5	59	0	31	0	4	0	Family/GeneralPractice	Other	Diabetes	Other	no	no	yes	yes	yes
[90-100)	6	65	1	14	0	1	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[70-80)	6	61	0	22	1	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	4	60	3	31	0	0	0	InternalMedicine	Circulatory	Injury	Respiratory	no	no	yes	yes	yes
[60-70)	4	54	0	18	0	3	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[50-60)	1	60	0	5	0	0	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[70-80)	2	11	2	14	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	34	0	9	0	2	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	no	yes	yes
[50-60)	6	70	0	9	0	1	0	Missing	Digestive	Diabetes	Digestive	no	no	no	no	no
[60-70)	8	52	4	25	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	8	33	3	10	0	2	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	3	28	6	6	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	2	47	1	11	0	0	0	Missing	Other	Respiratory	Other	no	normal	yes	yes	yes
[70-80)	5	40	1	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	6	83	2	18	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[80-90)	6	48	1	12	0	0	0	Missing	Injury	Diabetes	Circulatory	no	no	no	no	no
[70-80)	4	1	1	15	0	3	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	yes	yes	no
[80-90)	3	39	0	12	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[60-70)	4	24	2	19	7	2	0	Missing	Diabetes	Musculoskeletal	Other	no	no	no	yes	no
[60-70)	3	50	0	21	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	42	1	23	0	0	0	Surgery	Digestive	Circulatory	Other	no	no	yes	yes	yes

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Original Dataset post: hospital-readmissions by Dubradave in Kaggle.

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Size of the auto-converted Parquet files:

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25,000

Models trained or fine-tuned on prabinpanta0/genki_hospital

prabinpanta0/Patient-Readmission-Prediction

Text Classification • Updated Sep 7, 2024 • 22 • 1