Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts

<p><strong>Aims</strong> Deep learning has dominated predictive modelling across different fields, but in medicine it has been met with mixed reception. In clinical practice, simple, statistical models and risk scores continue to inform cardiovascular disease risk predictions. This...

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Bibliographic Details
Main Authors: Li, Y, Salimi-Khorshidi, G, Rao, S, Canoy, D, Hassaine, A, Lukasiewicz, T, Rahimi, K, Mamouei, M
Format: Journal article
Language:English
Published: Oxford University Press 2022