Electrocardiography (ECG) on MIMIC-III
Metric: Accuracy (higher is better)
Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ELECTRA (pretrained) | 0.8443 | No | MeDAL: Medical Abbreviation Disambiguation Datas... | 2020-12-27 | Code |
| 2 | ELECTRA (from scratch) | 0.8325 | No | MeDAL: Medical Abbreviation Disambiguation Datas... | 2020-12-27 | Code |
| 3 | LSTM+SA (pretrained) | 0.8298 | No | MeDAL: Medical Abbreviation Disambiguation Datas... | 2020-12-27 | Code |
| 4 | LSTM (pretrained) | 0.828 | No | MeDAL: Medical Abbreviation Disambiguation Datas... | 2020-12-27 | Code |
| 5 | LSTM+SA (from scratch) | 0.7996 | No | MeDAL: Medical Abbreviation Disambiguation Datas... | 2020-12-27 | Code |