Medical Code Prediction on MIMIC-IV ICD-10
Metric: mAP (higher is better)
Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 61.9 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 2 | LAAT | 60.6 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 3 | MultiResCNN | 59.3 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 4 | CAML | 57.4 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 5 | Bi-GRU | 51.1 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |
| 6 | CNN | 48.2 | No | Automated Medical Coding on MIMIC-III and MIMIC-... | 2023-04-21 | Code |