AEP-DLA: Adverse Event Prediction in Hospitalized Adult Patients Using Deep Learning Algorithms

Early prediction of clinical deterioration such as adverse events (AEs), improves patient safety. National Early Warning Score (NEWS) is widely used to predict AEs based on the aggregation of 6 physiological parameters. We took the same parameters as the features for AE prediction using deep learnin...

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Bibliographic Details
Main Authors: Chieh-Liang Wu, Ming-Ju Wu, Lun-Chi Chen, Ying-Chih Lo, Chien-Chung Huang, Hsiu-Hui Yu, Mayuresh Sunil Pardeshi, Win-Tsung Lo, Ruey-Kai Sheu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9393910/