A pipeline for enabling path-specific causal fairness in observational health data

Aparajita Kashyap, Sara Matijevic, Noémie Elhadad +2

When training machine learning (ML) models for potential deployment in a healthcare setting, it is essential to ensure that they do not replicate or exacerbate existing healthcare…