This paper is in the following e-collection/theme issue:

Machine Learning (1627) Clinical Information and Decision Making (1548) Decision Support for Health Professionals (1287) Artificial Intelligence (1602) Intensive Care Unit (ICU) (128) Clinical Decision Support for Anaesthesiology (5) Safety and Error Prevention in Health (216)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63601, first published .
Predicting Agitation-Sedation Levels in Intensive Care Unit Patients: Development of an Ensemble Model

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

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

Authors of this article:

Pei-Yu Dai1 Author Orcid Image ;   Pei-Yi Lin2 Author Orcid Image ;   Ruey-Kai Sheu3 Author Orcid Image ;   Shu-Fang Liu2 Author Orcid Image ;   Yu-Cheng Wu4 Author Orcid Image ;   Chieh-Liang Wu4, 5 Author Orcid Image ;   Wei-Lin Chen2, 3 Author Orcid Image ;   Chien-Chung Huang6 Author Orcid Image ;   Guan-Yin Lin2 Author Orcid Image ;   Lun-Chi Chen7 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Pei-Yu Dai   1 , MS ;   Pei-Yi Lin   2 , MS ;   Ruey-Kai Sheu   3 , PhD ;   Shu-Fang Liu   2 , MS ;   Yu-Cheng Wu   4 , MD ;   Chieh-Liang Wu   4, 5 , PhD ;   Wei-Lin Chen   2, 3 , BS ;   Chien-Chung Huang   6 , MS ;   Guan-Yin Lin   2 , MS ;   Lun-Chi Chen   7 , PhD

1 Department of Digital Medicine, Taichung Veterans General Hospital, Taichung, Taiwan

2 Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan

3 Department of Computer Science, Tunghai University, Taichung, Taiwan

4 Department of Critical Care Medicine, Taichung Veterans General Hospital, Xitan District, Taichung City, Taiwan

5 Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan

6 Computer & Communications Center, Taichung Veterans General Hospital, Taichung, Taiwan

7 College of Engineering, Tunghai University, Taichung, Taiwan

Corresponding Author:

  • Chieh-Liang Wu, PhD
  • Department of Critical Care Medicine
  • Taichung Veterans General Hospital
  • No 1650, Section 4, Taiwan Boulevard
  • Xitan District, Taichung City, 407219
  • Taiwan
  • Phone: 886-04-23592525 #2002
  • Email: cljeff.wu@gmail.com