Datasets:

ADS599-Capstone
/

modeling_data

ed_stay_id int64	time timestamp[us]	step_idx int64	subject_id int64	hadm_id int64	stay_window_start timestamp[us]	stay_window_end timestamp[us]	gender large_string	anchor_age int64	admission_type large_string	cohort_label large_string	terminal_event large_string	acuity float64	current_temperature float64	current_heartrate float64	current_resprate float64	current_o2sat float64	current_sbp float64	current_dbp float64	chiefcomplaint large_string	time_since_last_min int64	temperature_missing int64	temperature_delta float64	heartrate_delta float64	resprate_delta float64	o2sat_delta float64	sbp_delta float64	dbp_delta float64	temperature_rate_per_min float64	heartrate_rate_per_min float64	resprate_rate_per_min float64	o2sat_rate_per_min float64	sbp_rate_per_min float64	dbp_rate_per_min float64	current_mean_arterial_pressure float64	temperature_rolling1h float64	heartrate_rolling1h float64	resprate_rolling1h float64	o2sat_rolling1h float64	sbp_rolling1h float64	dbp_rolling1h float64	vitals_checked int64	Blood Gas-Blood_Pending int64	Blood Gas-Blood_Abnormal int64	Chemistry-Blood_Pending int64	Chemistry-Blood_Abnormal int64	Chemistry-Urine_Pending int64	Hematology-Blood_Pending int64	Hematology-Blood_Abnormal int64	Hematology-Urine_Pending int64	Hematology-Urine_Abnormal int64	labs_ordered int64	URINE_Pending int64	micro_ordered int64	Antibiotic int64	GI - Acid Suppression int64	Other int64	ecg_status_Acute int64	in_ed int64	in_ward int64	weight float64	height float64	recon_antibiotic int64	recon_anticonvulsant int64	recon_diuretic int64	recon_gi___acid_suppression int64	recon_n_total_meds int64	recon_n_drug_classes int64	arrival_transport_AMBULANCE int64	total_length int64
30,000,012	2126-02-14T20:22:00	0	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	0	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T20:36:00	1	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	14	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T22:15:00	2	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	113	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T22:22:00	3	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	120	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	1	0	1	0	0	1	0	0	0	1	0	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T22:26:00	4	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	124	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T22:36:00	5	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	134	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T22:58:00	6	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	156	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	1	1	0	1	0	1	1	0	1	1	1	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T23:04:00	7	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	96	18	93	160	54	CHANGE IN MENTAL STATUS	162	0	0	0	0	0	0	0	0	0	0	0	0	0	89.333333	98.8	96	18	93	160	54	0	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-14T23:43:00	8	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	80	13	99	112	44	CHANGE IN MENTAL STATUS	0	1	0	-16	-5	6	-48	-10	0	-0.079602	-0.024876	0.029851	-0.238806	-0.049751	66.666667	98.8	80	13	99	112	44	1	0	1	0	1	1	0	1	1	0	0	1	0	0	0	0	1	1	0	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T00:25:00	9	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	80	13	99	112	44	CHANGE IN MENTAL STATUS	42	1	0	-16	-5	6	-48	-10	0	-0.079602	-0.024876	0.029851	-0.238806	-0.049751	66.666667	98.8	80	13	99	112	44	0	0	1	0	1	1	0	1	0	1	0	1	0	0	0	0	1	1	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T00:47:00	10	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.8	80	13	99	112	44	CHANGE IN MENTAL STATUS	64	1	0	-16	-5	6	-48	-10	0	-0.079602	-0.024876	0.029851	-0.238806	-0.049751	66.666667	98.8	80	13	99	112	44	0	0	1	0	1	1	0	1	0	1	0	1	0	0	0	1	1	1	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T00:50:00	11	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	0	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	1	0	1	0	1	1	0	1	0	1	0	1	0	0	0	1	1	1	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T01:26:00	12	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	36	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	0	1	1	1	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T05:34:00	13	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	284	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	1	1	1	1	1	0	1	1	1	0	1	0	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T07:03:00	14	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	373	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	1	1	1	0	1	0	1	0	1	0	1	0	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T07:06:00	15	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	376	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	0	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T07:58:00	16	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	428	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T13:30:00	17	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	760	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	1	1	0	1	1	0	1	0	1	1	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T13:33:00	18	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	763	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T15:54:00	19	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	904	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T17:06:00	20	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	976	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T19:15:00	21	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	1,105	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T19:21:00	22	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	1,111	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	1	1	0	1	1	0	1	0	1	1	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-15T19:23:00	23	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	1,113	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	0	1	1	0	1	0	1	0	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-16T05:06:00	24	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	1,696	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	0	1	1	1	1	1	1	0	1	1	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2
30,000,012	2126-02-16T05:22:00	25	11,714,491	21,562,392	2126-02-14T20:22:00	2126-02-17T17:15:00	F	65	EW EMER.	ED_WARD_DISCHARGE	discharge	2	98.6	88	16	100	135	51	CHANGE IN MENTAL STATUS	1,712	0	-0.2	8	3	1	23	7	-0.002985	0.119403	0.044776	0.014925	0.343284	0.104478	79	98.6	88	16	100	135	51	0	1	1	1	1	1	1	1	0	1	1	1	0	1	1	1	1	0	1	134.623556	65	1	1	1	1	11	5	1	2

End of preview. Expand in Data Studio

README.md exists but content is empty.

Downloads last month: 391