Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms

Dixin Luo, Hongteng Xu, Lawrence Carin

We propose a novel and interpretable embedding method to represent the international statistical classification codes of diseases and related health problems (i.e., ICD codes). Thi…