Neural-signature methods for structured EHR prediction

Abstract Models that can effectively represent structured Electronic Healthcare Records (EHR) are central to an increasing range of applications in healthcare. Due to the sequential nature of health data, Recurrent Neural Networks have emerged as the dominant component within state-of-the-art archit...

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Bibliographic Details
Main Authors: Andre Vauvelle, Paidi Creed, Spiros Denaxas
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-022-02055-6