Explainable deep learning in healthcare: A methodological survey from an attribution view

The increasing availability of large collections of electronic health record (EHR) data and unprecedented technical advances in deep learning (DL) have sparked a surge of research interest in developing DL based clinical decision support systems for diagnosis, prognosis, and treatment. Despite the r...

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Bibliographic Details
Main Authors: Jin, Di (Author), Sergeeva, Elena (Author), Weng, Wei-Hung (Author), Chauhan, Geeticka (Author), Szolovits, Peter (Author)
Format: Article
Language:English
Published: Wiley, 2022-07-20T18:41:09Z.
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