Algorithmic encoding of protected characteristics in image-based models for disease detection

Ben Glocker, Charles Jones, Melanie Bernhardt +1

It has been rightfully emphasized that the use of AI for clinical decision making could amplify health disparities. An algorithm may encode protected characteristics, and then use…