Procedures Prediction on MIMIC III Admission Notes v1.4 (test)
88.37Macro AUROCCORe Patients
Evaluation results
| Method | Links | |
|---|---|---|
| CORe Patients3-digit ICD codes=true, ICD+=true2021.02 | 88.37 | |
| CORe All3-digit ICD codes=true, ICD+=true2021.02 | 87.65 | |
| BioBERT3-digit ICD codes=true, ICD+=true2021.02 | 87.45 | |
| CORe Articles3-digit ICD codes=true, ICD+=true2021.02 | 87.43 | |
| CORe All3-digit ICD codes=true, ICD+=false2021.02 | 87.15 | |
| DischargeBERT3-digit ICD codes=true2021.02 | 87.09 | |
| CORe Articles3-digit ICD codes=true, ICD+=false2021.02 | 86.75 | |
| CORe Patients3-digit ICD codes=true, ICD+=false2021.02 | 86.6 | |
| BioBERT Base3-digit ICD codes=true, ICD+=false2021.02 | 86.36 | |
| ClinicalBERT3-digit ICD codes=true2021.02 | 86.15 | |
| BERT Base3-digit ICD codes=true2021.02 | 85.84 | |
| BOW3-digit ICD codes=true2021.02 | 77.47 | |
| Embeddings3-digit ICD codes=true2021.02 | 76.72 | |
| CNN3-digit ICD codes=true2021.02 | 73.13 |