| Paper | Code | AUC | Macro F1 | Macro Precision | Macro Recall | Micro Precision | Micro Recall | Micro-F1 | P@5 | Precision | Recall | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation | ✓ Link | 0.919 | 57.1 | 65 | 51 | 72.9 | 57.3 | 62.5 | HLAN | 2020-10-29 | |||
| Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation | ✓ Link | 40.7 | HAN | 2020-10-29 | |||||||||
| An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes | ✓ Link | 0.249 | 0.1138 | Feed-forward NN | 2018-02-07 |