Predicting Agitation-Sedation Levels in Intensive Care Unit Patients: Development of an Ensemble Model

Abstract BackgroundAgitation and sedation management is critical in intensive care as it affects patient safety. Traditional nursing assessments suffer from low frequency and subjectivity. Automating these assessments can boost intensive care unit (ICU) efficiency, treatment c...

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Bibliographic Details
Main Authors: Pei-Yu Dai, Pei-Yi Lin, Ruey-Kai Sheu, Shu-Fang Liu, Yu-Cheng Wu, Chieh-Liang Wu, Wei-Lin Chen, Chien-Chung Huang, Guan-Yin Lin, Lun-Chi Chen
Format: Article
Language:English
Published: JMIR Publications 2025-02-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2025/1/e63601