Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models

Precious Jones, Weisi Liu, I-Chan Huang +1

Data imbalance is a fundamental challenge in applying language models to biomedical applications, particularly in ICD code prediction tasks where label and demographic distribution…