ECG-database / multilabel_v5 /disease_classes.json
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Multi-label preprocessed data with smote and undersampling
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{
"classes": [
"Myocarditis",
"Cardiomyopathy",
"Kawasaki",
"CHD",
"Healthy"
],
"class_idx": {
"Myocarditis": 0,
"Cardiomyopathy": 1,
"Kawasaki": 2,
"CHD": 3,
"Healthy": 4
},
"icd_map": {
"I40.0": "Myocarditis",
"I40.9": "Myocarditis",
"I41.4": "Myocarditis",
"I42.0": "Cardiomyopathy",
"I42.2": "Cardiomyopathy",
"I42.9": "Cardiomyopathy",
"Q28.4": "Cardiomyopathy",
"M30.3": "Kawasaki",
"Q21.1": "CHD",
"Q21.2": "CHD",
"Q21.3": "CHD",
"Q22.1": "CHD",
"Q25.0": "CHD",
"Q25.6": "CHD",
"I27.9": "CHD"
},
"data_format": "hdf5",
"hdf5_files": {
"raw": "ecg_windows_raw.h5",
"balanced": "ecg_data_smote.h5"
},
"balancing": {
"smote_classes": [
"Cardiomyopathy",
"Kawasaki"
],
"undersampled_classes": [
"Healthy"
],
"target_samples": {
"Myocarditis": null,
"Cardiomyopathy": 1011,
"Kawasaki": 1011,
"CHD": null,
"Healthy": 5000
}
}
}