In a series of clinically relevant tasks in computational pathology, AI-driven models display marked performance disparities across demographic groups, which can only partially be mitigated by self-supervision on large training datasets and existing debiasing techniques.
- Anurag Vaidya
- Richard J. Chen
- Faisal Mahmood