Locally Interpretable Individualized Treatment Rules for Black-Box Decision Models

Yasin Khadem Charvadeh, Katherine S. Panageas, Yuan Chen

Individualized treatment rules (ITRs) aim to optimize healthcare by tailoring treatment decisions to patient-specific characteristics. Existing methods typically rely on either int…