Length-of-Stay Prediction on MIMIC III Admission Notes v1.4 (test)
72.53macro-averaged AUROCCORe All
Evaluation results
| Method | Links | |
|---|---|---|
| CORe All3-digit ICD codes=true2021.02 | 72.53 | |
| CORe Articles3-digit ICD codes=true2021.02 | 71.99 | |
| CORe Patients3-digit ICD codes=true2021.02 | 71.96 | |
| DischargeBERT3-digit ICD codes=true2021.02 | 71.73 | |
| BioBERT Base3-digit ICD codes=true2021.02 | 71.59 | |
| ClinicalBERT3-digit ICD codes=true2021.02 | 71.14 | |
| BERT Base3-digit ICD codes=true2021.02 | 70.4 | |
| Embeddings3-digit ICD codes=true2021.02 | 66.78 | |
| BOW3-digit ICD codes=true2021.02 | 65.83 | |
| CNN3-digit ICD codes=true2021.02 | 64.49 |