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Federated Deep Learning for Privacy-Preserving Cardiovascular Disease Risk Prediction

Mo, Hyunho et al.
arXiv (All) · Papers
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human-computer-interactionmachine-learning
Cardiovascular disease risk prediction models often rely on data from a single institution or centrally pooled datasets. Extending these models across institutions could be limited by privacy regulations and constraints on sharing patient-level data. Federated learning enables collaborative model de
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