ICD-10 Code Prediction on MIMIC-III (test)
53.7F1 ScoreCNN-Att
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CNN-AttThreshold=0.282020.07 | 53.7 | 59 | 49.2 | |
| CAMLSource=[22]2020.07 | 52.4 | — | — | |
| GRUThreshold=0.322020.07 | 46.8 | 54.3 | 41.2 | |
| CNNThreshold=0.302020.07 | 42.3 | 46.7 | 38.7 | |
| LRThreshold=0.192020.07 | 40.6 | 42.5 | 38.8 | |
| CNNSource=[22]2020.07 | 40.2 | — | — | |
| CNNSource=[19]2020.07 | 39.9 | 44 | 36.6 | |
| Bi-GRUSource=[22]2020.07 | 39.3 | — | — | |
| flat-SVMSource=[19]2020.07 | 25.3 | 63.5 | 15.8 | |
| LRSource=[22]2020.07 | 24.2 | — | — | |
| Constant2020.07 | 19.2 | 18.8 | 19.6 |