Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study

BackgroundIn recent years, the volume of medical knowledge and health data has increased rapidly. For example, the increased availability of electronic health records (EHRs) provides accurate, up-to-date, and complete information about patients at the point of care and enable...

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Bibliographic Details
Main Authors: Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Martin, Lejla Begic Fazlic, Guido Dartmann, Gernot Marx, Anke Schmeink
Format: Article
Language:English
Published: JMIR Publications 2022-08-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2022/8/e37658