Multi-Label Text Classification on MIMIC-III-50

Metric: Micro-F1 (higher is better)

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#	Model↕	Micro-F1▼	Augmentations	Paper	Date↕	Code
1	D2SBERT using Sequence Attention	68.555	No	Medical Code Prediction from Discharge Summary: ...	2021-06-15	Code
2	HLAN	64.1	No	Explainable Automated Coding of Clinical Notes u...	2020-10-29	Code

#1D2SBERT using Sequence AttentionSOTA
68.555
Micro-F1· 2021-06-15
Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention Code
#2HLANSOTA
64.1
Micro-F1· 2020-10-29
Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation Code