Table 2.
Columns provided in the metadata table ptbxl_database.csv.
Section | Variable | Data Type | Description |
---|---|---|---|
Identifiers | ecg_id | integer | unique ECG identifier |
patient_id | integer | unique patient identifier | |
filename_lr | string | path to waveform data (100 Hz) | |
filename_hr | string | path to waveform data (500 Hz) | |
General Metadata | age | integer | age at recording in years (see Fig. 3 left) |
sex | categorical | sex (male 0, female 1) | |
height | integer | height in centimeters (see Fig. 3 right) | |
weight | integer | weight in kilograms (see Fig. 3 middle) | |
nurse | categorical | involved nurse (pseudonymized) | |
site | categorical | recording site (pseudonymized) | |
device | categorical | recording device | |
recording_date | datetime | ECG recording date and time | |
ECG Statements | report | string | ECG report from diagnosing cardiologist |
scp_codes | dictionary | SCP ECG statements (see Tables 6, 7 and 8) | |
heart_axis | categorical | heart’s electrical axis (see Table 10) | |
infarction_stadium1 | categorical | infarction stadium (see Table 11) | |
infarction_stadium2 | categorical | second infarction stadium (see Table 11) | |
validated_by | categorical | validating cardiologist (pseudonymized) | |
second_opinion | boolean | flag for second (deviating) opinion | |
initial_autogenerated_report | boolean | initial autogenerated report by ECG device | |
validated_by_human | boolean | validated by human | |
Signal Metadata | baseline_drift | string | baseline drift or jump present |
static_noise | string | electric hum/static noise present | |
burst_noise | string | burst noise | |
electrodes_problems | string | electrodes problems | |
extra_beats | string | extra beats | |
pacemaker | string | pacemaker | |
Cross-validation Folds | strat_fold | integer | suggested stratified folds |
Each ECG is identified by a unique ID (ecg_id) and comes with a number of ECG statements (scp_codes) that can be used to train a multi-label classifier that can be evaluated based on the proposed fold assignments (strat_fold).