An explainable transformer-based deep learning model for the prediction of incident heart failure

Predicting the incidence of complex chronic conditions such as heart failure is challenging. Deep learning models applied to rich electronic health records may improve prediction but remain unexplainable hampering their wider use in medical practice. We aimed to develop a deep-learning framework for...

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Bibliographic Details
Main Authors: Rao, S, Li, Y, Ramakrishnan, R, Hassaine, A, Canoy, D, Cleland, JG, Lukasiewicz, T, Salimi-Khorshidi, G, Rahimi, K
Format: Journal article
Language:English
Published: IEEE 2022