Does Machine Unlearning Preserve Clinical Safety? A Risk Analysis for Medical Image Classification

Andreza M. C. Falcao, Filipe R. Cordeiro

The application of Deep Learning in medical diagnosis must balance patient safety with compliance with data protection regulations. Machine Unlearning enables the selective removal…