Baselight

PTB Diagnostic ECG (Myocardial Infarction)

ECG Image Classification

@kaggle.c7934597_ptb_diagnostic_ecg_myocardial_infarction

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

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