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Standardized diagnosis of image-based diseases may be possible with federated learning
Federated learning, a method used to train machine learning models without sharing patient data, has the potential to standardize clinical diagnosis in retinopathy of prematurity (ROP), according to a study. A deep learning (DL)-derived ROP vascular severity score (VSS) developed using federated learning found differences in the clinical diagnosis of...
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