Dataset: PTB Diagnostic ECG Database

About this Dataset

PTB Diagnostic ECG Database

PTB Diagnostic ECG Database, converted to Numpy archive and additional metadata file using this GitHub notebook.

Original publication: Bousseljot R, Kreiseler D, Schnabel, A. Nutzung der EKG-Signaldatenbank CARDIODAT der PTB über das Internet. Biomedizinische Technik, Band 40, Ergänzungsband 1 (1995) S 317

Tables

Meta

@kaggle.openmark_ptb_diagnostic_ecg_database.meta

80.37 KB
549 rows
56 columns


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
);