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Reliable and decentralised deep learning for physiological data

Xia, TongUniversity of Cambridge2024

… screening. This method utilises balanced training sets derived from imbalanced physiological data, training multiple ensemble models. The predictions from these models are fused to reduce bias and calibrate confidence from a signal model, with model uncertainty measured by the inconsistency …

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