An MLI-Guided Framework for Subgroup-Aware Modeling in Electronic Health Records (AdaptHetero)

Ling Liao, Eva Aagaard

Machine learning interpretation (MLI) has primarily been leveraged to foster clinician trust and extract insights from electronic health records (EHRs), rather than to guide subgro…