Diagnoses Prediction on MIMIC III Admission Notes v1.4 (test)
0.8354Macro AUROCCORe All
Evaluation results
| Method | Links | |
|---|---|---|
| CORe All3-digit ICD codes=true, ICD+=true2021.02 | 0.8354 | |
| CORe Articles3-digit ICD codes=true, ICD+=true2021.02 | 0.8346 | |
| CORe Patients3-digit ICD codes=true, ICD+=true2021.02 | 0.8341 | |
| CORe Patients3-digit ICD codes=true, ICD+=false2021.02 | 0.834 | |
| CORe All3-digit ICD codes=true, ICD+=false2021.02 | 0.8339 | |
| BioBERT3-digit ICD codes=true, ICD+=true2021.02 | 0.8317 | |
| CORe Articles3-digit ICD codes=true, ICD+=false2021.02 | 0.8289 | |
| DischargeBERT3-digit ICD codes=true2021.02 | 0.8286 | |
| BioBERT Base3-digit ICD codes=true, ICD+=false2021.02 | 0.8281 | |
| BERT Base3-digit ICD codes=true2021.02 | 0.8208 | |
| ClinicalBERT3-digit ICD codes=true2021.02 | 0.8199 | |
| BOW3-digit ICD codes=true2021.02 | 0.7587 | |
| Embeddings3-digit ICD codes=true2021.02 | 0.7516 | |
| CNN3-digit ICD codes=true2021.02 | 0.6118 |