Name: PTB Diagnostic ECG (Myocardial Infarction)
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

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

10.7 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

1.32 MB
15,013 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

10.27 kB
679 rows
3 columns

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

Train

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.train

281.36 kB
15,461 rows
3 columns

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

Train Test

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction.train_test

289.35 kB
16,140 rows
3 columns

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