Dataset: PTB Diagnostic ECG (Myocardial Infarction)

About this Dataset

PTB Diagnostic ECG (Myocardial Infarction)

Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac condition of a patient. Automatic ECG interpretation algorithms as diagnosis support systems promise large reliefs for the medical personnel - only on the basis of the number of ECGs that are routinely taken. However, the development of such algorithms requires large training datasets and clear benchmark procedures. In our opinion, both aspects are not covered satisfactorily by existing freely accessible ECG datasets.

Tables

Ptb

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.ptb

10.45 KB
448 rows
4 columns


CREATE TABLE ptb (
  "uid" VARCHAR,
  "miresult" BIGINT,
  "p_lvd" DOUBLE,
  "image_path" VARCHAR
);

Ptbxl

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.ptbxl

1.26 MB
15013 rows
33 columns


CREATE TABLE ptbxl (
  "index" BIGINT,
  "ecg_id" BIGINT,
  "patient_id" DOUBLE,
  "age" DOUBLE,
  "sex" BIGINT,
  "height" DOUBLE,
  "weight" DOUBLE,
  "nurse" DOUBLE,
  "site" DOUBLE,
  "device" VARCHAR,
  "recording_date" TIMESTAMP,
  "report" VARCHAR,
  "scp_codes" VARCHAR,
  "heart_axis" VARCHAR,
  "infarction_stadium1" VARCHAR,
  "infarction_stadium2" VARCHAR,
  "validated_by" DOUBLE,
  "second_opinion" BOOLEAN,
  "initial_autogenerated_report" BOOLEAN,
  "validated_by_human" BOOLEAN,
  "baseline_drift" VARCHAR,
  "static_noise" VARCHAR,
  "burst_noise" VARCHAR,
  "electrodes_problems" VARCHAR,
  "extra_beats" VARCHAR,
  "pacemaker" VARCHAR,
  "strat_fold" BIGINT,
  "filename_lr" VARCHAR,
  "filename_hr" VARCHAR,
  "uid" VARCHAR,
  "diagnostic_superclass" VARCHAR,
  "miresult" BIGINT,
  "image_path" VARCHAR
);

Test

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.test

10.03 KB
679 rows
3 columns


CREATE TABLE test (
  "uid" BIGINT,
  "miresult" BIGINT,
  "image_path" VARCHAR
);

Train

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.train

274.76 KB
15461 rows
3 columns


CREATE TABLE train (
  "uid" VARCHAR,
  "miresult" BIGINT,
  "image_path" VARCHAR
);

Train Test

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.train_test

282.57 KB
16140 rows
3 columns


CREATE TABLE train_test (
  "uid" VARCHAR,
  "miresult" BIGINT,
  "image_path" VARCHAR
);