Amina Cherifi

Interpretability Audits of Computer Vision Fundus Graders Under Tropical Heat-Induced Lens Haze: A Healthcare Calibration Fairness Evaluation

Fundus cameras deployed in tropical clinics accumulate heat-induced lens haze that degrades image contrast in ways that differ across camera bodies, operators and sessions, yet interpretability audits of diabetic retinopathy graders typically assume a stationary image-formation p...