Shielding sensitive medical imaging data

Gaoyang Liu, Chen Wang, Tian Xia

Abstract: Differential privacy offers protection in medical image processing but is traditionally thought to hinder accuracy. A recent study offers a reality check on the relationship between privacy measures and the ability of an artificial intelligence (AI) model to accurately analyse medical images.