PTB Diagnostic ECG Database

12+3 lead ECG Recordings from 290 patients with various heart conditions

@kaggle.openmark_ptb_diagnostic_ecg_database

Table List

1 table(80.37 KB)

Meta

@kaggle.openmark_ptb_diagnostic_ecg_database.meta

80.37 KB
549 rows
56 columns

patient Patient	record_id Record Id	fs Fs	sig_len Sig Len	n_sig N Sig	units Units	sig_name Sig Name	age Age	sex Sex	ecg_date ECG Date	reason_for_admission Reason For Admission	acute_infarction_localization Acute Infarction (localization)	former_infarction_localization Former Infarction (localization)	additional_diagnoses Additional Diagnoses	smoker Smoker	number_of_coronary_vessels_involved Number Of Coronary Vessels Involved	infarction_date_acute Infarction Date (acute)	previous_infarction_1_date Previous Infarction (1) Date	previous_infarction_2_date Previous Infarction (2) Date	catheterization_date Catheterization Date	ventriculography Ventriculography	chest_x_ray Chest X-ray	peripheral_blood_pressure_syst_diast Peripheral Blood Pressure (syst/diast)	pulmonary_artery_pressure_at_rest_syst_diast Pulmonary Artery Pressure (at Rest) (syst/diast)	pulmonary_artery_pressure_at_rest_mean Pulmonary Artery Pressure (at Rest) (mean)	pulmonary_capillary_wedge_pressure_at_rest Pulmonary Capillary Wedge Pressure (at Rest)	cardiac_output_at_rest Cardiac Output (at Rest)	cardiac_index_at_rest Cardiac Index (at Rest)	stroke_volume_index_at_rest Stroke Volume Index (at Rest)	pulmonary_artery_pressure_laod_syst_diast Pulmonary Artery Pressure (laod) (syst/diast)	pulmonary_artery_pressure_laod_mean Pulmonary Artery Pressure (laod) (mean)	pulmonary_capillary_wedge_pressure_load Pulmonary Capillary Wedge Pressure (load)	cardiac_output_load Cardiac Output (load)	cardiac_index_load Cardiac Index (load)	stroke_volume_index_load Stroke Volume Index (load)	aorta_at_rest_syst_diast Aorta (at Rest) (syst/diast)	aorta_at_rest_mean Aorta (at Rest) Mean	left_ventricular_enddiastolic_pressure Left Ventricular Enddiastolic Pressure	left_coronary_artery_stenoses_riva Left Coronary Artery Stenoses (RIVA)	left_coronary_artery_stenoses_rcx Left Coronary Artery Stenoses (RCX)	right_coronary_artery_stenoses_rca Right Coronary Artery Stenoses (RCA)	echocardiography Echocardiography	infarction_date Infarction Date	admission_date Admission Date	medication_pre_admission Medication Pre Admission	start_lysis_therapy_hh_mm Start Lysis Therapy (hh.mm)	lytic_agent Lytic Agent	dosage_lytic_agent Dosage (lytic Agent)	additional_medication Additional Medication	in_hospital_medication In Hospital Medication	medication_after_discharge Medication After Discharge
patient001	s0010_re	1000	38400	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	81	female	Mon Oct 01 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	infero-latera	no	Diabetes mellitus	no	1	29-Sep-90	nan	nan	16-Oct-90	Akinesia inferior wall	Heart size upper limit of norm	140/80 mmHg	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	160/64 cmH2O	106 cmH2O	11 cmH2O	RIVA 70% proximal to ramus diagonalis_2	No stenoses	No stenoses	nan	29-Sep-90	29-Sep-90	Isosorbit-Dinitrate Digoxin Glibenclamide	19	Gamma-TPA	30 mg	Heparin Isosorbit-Mononitrate ASA Diazepam	ASA Isosorbit-Mononitrate Ca-antagonist Amiloride+Chlorothiazide Glibenclamide Insulin	ASA Isosorbit-Mononitrate Amiloride+Chlorothiazide Glibenclamide
patient001	s0014lre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	81	female	Wed Oct 17 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	infero-latera	no	Diabetes mellitus	no	1	29-Sep-90	nan	nan	16-Oct-90	Akinesia inferior wall	Heart size upper limit of norm	140/80 mmHg	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	160/64 cmH2O	106 cmH2O	11 cmH2O	RIVA 70% proximal to ramus diagonalis_2	No stenoses	No stenoses	nan	29-Sep-90	29-Sep-90	Isosorbit-Dinitrate Digoxin Glibenclamide	19	Gamma-TPA	30 mg	Heparin Isosorbit-Mononitrate ASA Diazepam	ASA Isosorbit-Mononitrate Ca-antagonist Amiloride+Chlorothiazide Glibenclamide Insulin	ASA Isosorbit-Mononitrate Amiloride+Chlorothiazide Glibenclamide
patient001	s0016lre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	81	female	Thu Oct 18 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	infero-latera	no	Diabetes mellitus	no	1	29-Sep-90	nan	nan	16-Oct-90	Akinesia inferior wall	Heart size upper limit of norm	140/80 mmHg	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	160/64 cmH2O	106 cmH2O	11 cmH2O	RIVA 70% proximal to ramus diagonalis_2	No stenoses	No stenoses	nan	29-Sep-90	29-Sep-90	Isosorbit-Dinitrate Digoxin Glibenclamide	19	Gamma-TPA	30 mg	Heparin Isosorbit-Mononitrate ASA Diazepam	ASA Isosorbit-Mononitrate Ca-antagonist Amiloride+Chlorothiazide Glibenclamide Insulin	ASA Isosorbit-Mononitrate Amiloride+Chlorothiazide Glibenclamide
patient002	s0015lre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	58	female	Wed Oct 17 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	anterior	no	Arterial hypertension, Adiposis hepatis, Gastritis	yes	1	08-Oct-90	nan	nan	16-Oct-90	Akinesia anterior wall and apex	Heart size upper limit of norm, central venous congestion	120/70 mmHg	23/8 cmH2O	14 cmH2O	6 cmH2O	4,91 l/min	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	RIVA 65% proximal to ramus diagonalis_1	No stenoses	No stenoses	nan	08-Oct-90	08-Oct-90	Ca-antagonist Estriol	08	Streptokinase	1.5 Mio IE	Nitrate Heparin Ca-antagonist Atropin Ranitidin	ASA Isosorbit-Mononitrate Ca-antagonist Ca-antagonist	ASA Bisoprolol Ofloxazin
patient003	s0017lre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	63	male	Thu Oct 18 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	infero-postero-lateral	no	no	yes	1	02-Oct-90	nan	nan	19-Oct-90	Akinesia infero-lateral and posterior wall	Enlarged right heart	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	90/54 cmH2O	72 cmH2O	12 cmH2O	No stenoses	No stenoses	RCA distal to ramus ventricularis dexter 50%	nan	02-Oct-90	02-Oct-90	-	nan	Gamma-TPA	30 mg	Furosemide	ASA Isosorbit-Mononitrate	ASA Isosorbit-Mononitrate
patient004	s0020are	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	69	male	Tue Oct 23 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	antero-septal	no	Arterial hypertension, Obesity	no	1	19-Oct-90	nan	nan	29-Oct-90	Akinesia antero-lateral wall and apex	normal	140/80 mmHg	21/8 cmH2O	13 cmH2O	4 cmH2O	4,57 l/min	2,1 l/min/sqrmBSA	25.0 ml/beat	nan	nan	nan	nan	nan	nan	nan	nan	pre ventriculography 5, post ventriculography 14 cmH2O	RIVA 100% distal to ramus diagonalis_1	No stenoses	No stenoses	nan	19-Oct-90	19-Oct-90	Ca-antagonist Triamteren+Hydrochlorothiazide	17	Streptokinase	1.5 Mio IE	Nitrate Heparin Ca-antagonist Ca-antagonist Captopril Digitoxin	ASA Isosorbit-Dinitrate Molsidomin Captopril Furosemide Diazepam	ASA Isosorbit-Dinitrate Molsidomin Captopril Furosemide Diazepam Nitrate-Spray
patient004	s0020bre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	69	male	Tue Oct 23 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	antero-septal	no	Arterial hypertension, Obesity	no	1	19-Oct-90	nan	nan	29-Oct-90	Akinesia antero-lateral wall and apex	normal	140/80 mmHg	21/8 cmH2O	13 cmH2O	4 cmH2O	4,57 l/min	2,1 l/min/sqrmBSA	25.0 ml/beat	nan	nan	nan	nan	nan	nan	nan	nan	pre ventriculography 5, post ventriculography 14 cmH2O	RIVA 100% distal to ramus diagonalis_1	No stenoses	No stenoses	nan	19-Oct-90	19-Oct-90	Ca-antagonist Triamteren+Hydrochlorothiazide	17	Streptokinase	1.5 Mio IE	Nitrate Heparin Ca-antagonist Ca-antagonist Captopril Digitoxin	ASA Isosorbit-Dinitrate Molsidomin Captopril Furosemide Diazepam	ASA Isosorbit-Dinitrate Molsidomin Captopril Furosemide Diazepam Nitrate-Spray
patient005	s0021are	1000	115174	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	74	male	Wed Oct 24 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	anterior	no	Skoliosis	no	2	23-Oct-90	nan	nan	30-Oct-90	Akinesia antero-lateral and infero-apical wall	normal	140/70 mmHg	27/14 cmH2O	22 cmH2O	18 cmH2O	4,34 l/min	2,47 l/min/sqrmBSA	26.5 ml/beat	52/32 cmH2O	43 cmH2O	35 cmH2O	6,1 l/min	3,47 l/min/sqrmBSA	29,9 ml/beat	nan	nan	nan	RIVA 100% proximal to ramus diagonalis_1, Ramus marginalis sinister_1 80%, Ramus intermedius 90%	No stenoses	No stenoses	nan	23-Oct-90	23-Oct-90	Naftidrofurylhydrogenoxalate Ca-antagonist	20	Gamma-TPA	30 mg	ASA Ca-antagonist Amiloride+Chlorothiazide Triflupromazin Nitrate	Isosorbit-Mononitrate Captopril Isosorbit-Dinitrate Rhythmonorm	Isosorbit-Dinitrate Captopril Propafenone ASA
patient005	s0021bre	1000	115174	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	74	male	Wed Oct 24 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	anterior	no	Skoliosis	no	2	23-Oct-90	nan	nan	30-Oct-90	Akinesia antero-lateral and infero-apical wall	normal	140/70 mmHg	27/14 cmH2O	22 cmH2O	18 cmH2O	4,34 l/min	2,47 l/min/sqrmBSA	26.5 ml/beat	52/32 cmH2O	43 cmH2O	35 cmH2O	6,1 l/min	3,47 l/min/sqrmBSA	29,9 ml/beat	nan	nan	nan	RIVA 100% proximal to ramus diagonalis_1, Ramus marginalis sinister_1 80%, Ramus intermedius 90%	No stenoses	No stenoses	nan	23-Oct-90	23-Oct-90	Naftidrofurylhydrogenoxalate Ca-antagonist	20	Gamma-TPA	30 mg	ASA Ca-antagonist Amiloride+Chlorothiazide Triflupromazin Nitrate	Isosorbit-Mononitrate Captopril Isosorbit-Dinitrate Rhythmonorm	Isosorbit-Dinitrate Captopril Propafenone ASA
patient005	s0025lre	1000	115200	15	['mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV', 'mV']	['i', 'ii', 'iii', 'avr', 'avl', 'avf', 'v1', 'v2', 'v3', 'v4', 'v5', 'v6', 'vx', 'vy', 'vz']	74	male	Thu Oct 25 1990 00:00:00 GMT+0000 (Coordinated Universal Time)	Myocardial infarction	anterior	no	Skoliosis	no	2	23-Oct-90	nan	nan	30-Oct-90	Akinesia antero-lateral and infero-apical wall	normal	140/70 mmHg	27/14 cmH2O	22 cmH2O	18 cmH2O	4,34 l/min	2,47 l/min/sqrmBSA	26.5 ml/beat	52/32 cmH2O	43 cmH2O	35 cmH2O	6,1 l/min	3,47 l/min/sqrmBSA	29,9 ml/beat	nan	nan	nan	RIVA 100% proximal to ramus diagonalis_1, Ramus marginalis sinister_1 80%, Ramus intermedius 90%	No stenoses	No stenoses	nan	23-Oct-90	23-Oct-90	Naftidrofurylhydrogenoxalate Ca-antagonist	20	Gamma-TPA	30 mg	ASA Ca-antagonist Amiloride+Chlorothiazide Triflupromazin Nitrate	Isosorbit-Mononitrate Captopril Isosorbit-Dinitrate Rhythmonorm	Isosorbit-Dinitrate Captopril Propafenone ASA


CREATE TABLE meta (
  "patient" VARCHAR,
  "record_id" VARCHAR,
  "fs" BIGINT,
  "sig_len" BIGINT,
  "n_sig" BIGINT,
  "base_date" VARCHAR,
  "base_time" VARCHAR,
  "units" VARCHAR,
  "sig_name" VARCHAR,
  "age" DOUBLE,
  "sex" VARCHAR,
  "ecg_date" TIMESTAMP,
  "diagnose" VARCHAR,
  "reason_for_admission" VARCHAR,
  "acute_infarction_localization" VARCHAR,
  "former_infarction_localization" VARCHAR,
  "additional_diagnoses" VARCHAR,
  "smoker" VARCHAR,
  "number_of_coronary_vessels_involved" VARCHAR,
  "infarction_date_acute" VARCHAR,
  "previous_infarction_1_date" VARCHAR,
  "previous_infarction_2_date" VARCHAR,
  "hemodynamics" VARCHAR,
  "catheterization_date" VARCHAR,
  "ventriculography" VARCHAR,
  "chest_x_ray" VARCHAR,
  "peripheral_blood_pressure_syst_diast" VARCHAR,
  "pulmonary_artery_pressure_at_rest_syst_diast" VARCHAR,
  "pulmonary_artery_pressure_at_rest_mean" VARCHAR,
  "pulmonary_capillary_wedge_pressure_at_rest" VARCHAR,
  "cardiac_output_at_rest" VARCHAR,
  "cardiac_index_at_rest" VARCHAR,
  "stroke_volume_index_at_rest" VARCHAR,
  "pulmonary_artery_pressure_laod_syst_diast" VARCHAR,
  "pulmonary_artery_pressure_laod_mean" VARCHAR,
  "pulmonary_capillary_wedge_pressure_load" VARCHAR,
  "cardiac_output_load" VARCHAR,
  "cardiac_index_load" VARCHAR,
  "stroke_volume_index_load" VARCHAR,
  "aorta_at_rest_syst_diast" VARCHAR,
  "aorta_at_rest_mean" VARCHAR,
  "left_ventricular_enddiastolic_pressure" VARCHAR,
  "left_coronary_artery_stenoses_riva" VARCHAR,
  "left_coronary_artery_stenoses_rcx" VARCHAR,
  "right_coronary_artery_stenoses_rca" VARCHAR,
  "echocardiography" VARCHAR,
  "therapy" VARCHAR,
  "infarction_date" VARCHAR,
  "admission_date" VARCHAR,
  "medication_pre_admission" VARCHAR,
  "start_lysis_therapy_hh_mm" VARCHAR,
  "lytic_agent" VARCHAR,
  "dosage_lytic_agent" VARCHAR,
  "additional_medication" VARCHAR,
  "in_hospital_medication" VARCHAR,
  "medication_after_discharge" VARCHAR
);