HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding

no code implementations • 9 Dec 2022 • Shi Wang, Daniel Tang, Luchen Zhang, Huilin Li, Ding Han

Specifically, a personalized PageRank routine is developed to capture the co-relation of codes, a bidirectional hierarchy passage encoder to capture the codes' hierarchical representations, and a progressive predicting method is then proposed to narrow down the semantic searching space of prediction.

Classification