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Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning.
Ran An Ran, Wang Xi, Chan Poemen P, Wong Mandy O M, Yuen Hunter, Lam Nai Man et al.
Br J OphthalmolJul 202410 citationsObservational Study
This study developed a federated learning deep learning model for glaucoma detection from OCT scans. It achieved excellent, generalizable performance across multiple centers without sharing patient data, ensuring privacy for clinical AI integration.