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

Reviews in Medical Informatics (128) Clinical Information and Decision Making (2173) Surgery, Trauma and Surgical Sciences (234) Decision Support for Health Professionals (1718) Machine Learning (2332) Artificial Intelligence (2493) Artificial Intelligence in Surgery and Perioperative Medicine (54) Applications of AI (398)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80930, first published .
Surgeon in scrubs monitors patient vitals on a medical monitor during surgery.

Machine Learning for Intraoperative Bleeding Prediction in Patients Undergoing Surgery: Scoping Review

Machine Learning for Intraoperative Bleeding Prediction in Patients Undergoing Surgery: Scoping Review

Authors of this article:

Shiqiong Yan1 Author Orcid Image ;   Ping Zhang1 Author Orcid Image ;   Wanwan Qiao2 Author Orcid Image ;   Sijia Xie1 Author Orcid Image ;   Huan Hu1 Author Orcid Image ;   Yi Gao1 Author Orcid Image ;   Linli Xie1 Author Orcid Image ;   Jie Jing1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Shiqiong Yan   1 * , MA ;   Ping Zhang   1 * , DA ;   Wanwan Qiao   2 , MA ;   Sijia Xie   1 , MA ;   Huan Hu   1 , DA ;   Yi Gao   1 , MA ;   Linli Xie   1 , MA ;   Jie Jing   1 , PhD

1 Department of Nursing, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China

2 Department of nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, China

*these authors contributed equally

Corresponding Author:

  • Jie Jing, PhD
  • Department of Nursing
  • Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China
  • No. 32, West Section 2, First Ring Road, Qingyang District
  • Chengdu 610072
  • China
  • Phone: 86 028-87393999
  • Fax: 86 028-87393999
  • Email: jingjie_1130@163.com