Length-of-Stay prediction on MIMIC-III
Metric: Accuracy (LOS>7 Days) (higher is better)
Metric: Accuracy (LOS>7 Days) (higher is better)
| # | Model↕ | Accuracy (LOS>7 Days)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Random Forests (RF) | 92.3 | No | MIMIC-Extract: A Data Extraction, Preprocessing,... | 2019-07-19 | Code |
| 2 | Logistic Regression (LR) | 91.9 | No | MIMIC-Extract: A Data Extraction, Preprocessing,... | 2019-07-19 | Code |
| 3 | GRU-D | 91.2 | No | MIMIC-Extract: A Data Extraction, Preprocessing,... | 2019-07-19 | Code |