Ilana B. Richman

Challenges in medical algorithmic fairness

This commentary examines algorithmic fairness in oncology from technical and normative perspectives, and discusses major statistical definitions of fairness, including demographic parity, calibration, and equalized odds; and highlights the inherent trade-offs among these metrics.