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

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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...