Shang-Chi Tsai

Modeling Diagnostic Label Correlation for Automatic ICD Coding

Given the clinical notes written in electronic health records (EHRs), it is challenging to predict the diagnostic codes which is formulated as a multi-label classification task. The large set of labels, the hierarchical dependency, and the imbalanced data make this prediction task extremely hard. Mo…