Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning

Abstract

BackgroundDeep learning (DL) is promising to detect glaucoma. However, patients’ privacy and data security are major concerns when pooling all data for model development. We developed a privacy-preserving DL model...