Length Of Stay Prediction On Mimic Iii
Metrics
Accuracy (LOSu003e3 Days)
Accuracy (LOSu003e7 Days)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Accuracy (LOSu003e3 Days) | Accuracy (LOSu003e7 Days) |
|---|---|---|
| mimic-extract-a-data-extraction-preprocessing | 68.3% | 91.2 |
| unsupervised-pre-training-on-patient | 71.4% | - |
| unsupervised-pre-training-on-patient | 70.3% | - |
| mimic-extract-a-data-extraction-preprocessing | 69.5% | 92.3 |
| mimic-extract-a-data-extraction-preprocessing | 68.6% | 91.9 |