An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure

Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi. An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE Transactions on Information Technology in Biomedicine, 26(7):3362-3372, 2022. [doi]

Abstract

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