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| Model | Weight file |
|---|---|
| CNN Baseline | weights/cnn_model_full.pt |
| ResNet-1D | weights/best_ecg_model_CNN.pt |
| CNN-BiLSTM | weights/cnn_bilstm_model_full.pt |
| ResNet-BiLSTM+Attn | weights/best_ecg_model_CNN_BiLSTM.pt |
.npy or .csv file of shape (1000, 12) — 1000 timesteps × 12 leads,
100 Hz, 10 seconds. Lead order: I II III aVR aVL aVF V1–V6.| Code | Condition |
|---|---|
| NORM | Normal ECG |
| MI | Myocardial Infarction |
| STTC | ST/T-wave Change |
| CD | Conduction Disturbance |
| HYP | Hypertrophy |
For research and educational purposes only. Not medical advice.