In-Hospital Mortality Prediction on MIMIC III Admission Notes v1.4 (test)
84.51Macro AUROCDischargeBERT
Evaluation results
| Method | Links | |
|---|---|---|
| DischargeBERT3-digit ICD codes=true2021.02 | 84.51 | |
| CORe All3-digit ICD codes=true2021.02 | 84.04 | |
| CORe Articles3-digit ICD codes=true2021.02 | 83.64 | |
| CORe Patients3-digit ICD codes=true2021.02 | 83.6 | |
| BioBERT Base3-digit ICD codes=true2021.02 | 82.55 | |
| ClinicalBERT3-digit ICD codes=true2021.02 | 82.2 | |
| BERT Base3-digit ICD codes=true2021.02 | 81.13 | |
| Embeddings3-digit ICD codes=true2021.02 | 79.94 | |
| BOW3-digit ICD codes=true2021.02 | 79.15 | |
| CNN3-digit ICD codes=true2021.02 | 75.5 |