The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review

The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review

BackgroundElectronic health records (EHRs) contain patients' health information over time, including possible early indicators of disease. However, the increasing amount of data hinders clinicians from using them. There is accumulating evidence suggesting that machine learning (ML) and deep lea...

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Main Authors: Laura Swinckels (Author), Frank C Bennis (Author), Kirsten A Ziesemer (Author), Janneke F M Scheerman (Author), Harmen Bijwaard (Author), Ander de Keijzer (Author), Josef Jan Bruers (Author)
Format: Book
Published: JMIR Publications, 2024-08-01T00:00:00Z.
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