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

Digital Health Reviews (1785) Artificial Intelligence (2266) Cardiac Surgery (22) Machine Learning (2185)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72304, first published .
The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis

The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis

The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis

Authors of this article:

Yi Guo1 Author Orcid Image ;   Hong Xu2 Author Orcid Image ;   Ankui Wang1 Author Orcid Image ;   Mingming Zhang1 Author Orcid Image ;   Shuai Zhang1 Author Orcid Image ;   Peng Xie3 Author Orcid Image
Article Authors Cited by Tweetations (2) Metrics

Yi Guo   1 , MS ;   Hong Xu   2 , BS ;   Ankui Wang   1 , BS ;   Mingming Zhang   1 , MS ;   Shuai Zhang   1 , BS ;   Peng Xie   3 , MS

1 Department of Anesthesiology, Norinco General Hospital, Xi'an, China

2 Department of Operating Room, Norinco General Hospital, Xi'an, China

3 Department of Hepatobiliary and Vascular Surgery, Norinco General Hospital, Xi'an, China

Corresponding Author:

  • Peng Xie, MS
  • Department of Hepatobiliary and Vascular Surgery
  • Norinco General Hospital
  • No. 12, Zhangba East Road, Yanta District
  • Xi'an
  • China
  • Phone: 86 17792723769
  • Email: xiepengmomo@126.com