Multi Label Text Classification On Mimic Iii

AUC

Macro F1

Macro Precision

Macro Recall

Micro Precision

Micro Recall

P@5

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	AUC	Macro F1	Macro Precision	Macro Recall	Micro Precision	Micro Recall	P@5	Paper Title
HLAN	0.919	57.1	65	51	72.9	57.3	62.5	Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
Feed-forward NN	-	-	-	-	-	-	-	An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes
HAN	-	-	-	-	-	-	-	Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation

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