ICD-9 Code Prediction on MIMIC-II full
0.464Micro F1MultiResCNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MultiResCNN2019.11 | 0.464 | 0.85 | 0.968 | 0.052 | 0.544 | |
| DR-CAML2018.02 | 0.457 | 0.826 | 0.966 | 0.049 | 0.515 | |
| DR-CAML2019.11 | 0.457 | 0.826 | 0.966 | 0.049 | 0.515 | |
| CAML2018.02 | 0.442 | 0.82 | 0.966 | 0.048 | 0.523 | |
| CAML2019.11 | 0.442 | 0.82 | 0.966 | 0.048 | 0.523 | |
| HA-GRU2018.02 | 0.366 | — | — | — | — | |
| HA-GRU2019.11 | 0.366 | — | — | — | — | |
| Bi-GRU2018.02 | 0.359 | 0.78 | 0.954 | 0.024 | 0.42 | |
| CNN2018.02 | 0.332 | 0.742 | 0.941 | 0.03 | 0.388 | |
| Logistic Regression2018.02 | 0.314 | 0.69 | 0.934 | 0.025 | 0.425 | |
| Flat SVMType=Flat2018.02 | 0.293 | — | — | — | — | |
| SVM2019.11 | 0.293 | — | — | — | — |