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Clinical Informatics in Low-Resource Settings and the Developing World (173) Clinical Informatics (2098) Clinical Information and Decision Making (3449) Decision Support for Health Professionals (2072) Machine Learning (2987) Applications of AI (806)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82762, first published .
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Online Sepsis Prediction Using Vital Signs and Multiscale Temporal-Aware Contrastive Learning: Model Development and Validation Study

Online Sepsis Prediction Using Vital Signs and Multiscale Temporal-Aware Contrastive Learning: Model Development and Validation Study

Authors of this article:

Xiaoqiong Yang1 Author Orcid Image ;   Zezhong Lv2 Author Orcid Image ;   Hanming Lv3 Author Orcid Image ;   Qianyi Zhou1 Author Orcid Image ;   Wei Jiang1 Author Orcid Image ;   Ziqun Meng4 Author Orcid Image ;   Wenjie Yang1 Author Orcid Image
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Xiaoqiong Yang   1 , PhD ;   Zezhong Lv   2 , PhD ;   Hanming Lv   3 , PhD ;   Qianyi Zhou   1 , MS ;   Wei Jiang   1 , PhD ;   Ziqun Meng   4 , MS ;   Wenjie Yang   1 , MS

1 Department of Infectious Diseases, Tianjin First Central Hospital, Tianjin, China

2 School of Control Science and Engineering, Tiangong University, Tianjin, China

3 School of Textile Science and Engineering, Tiangong University, Tianjin, China

4 Clinical Medical College, Tianjin Medical University, Tianjin, China

Corresponding Author:

  • Wenjie Yang, MS
  • Department of Infectious Diseases
  • Tianjin First Central Hospital
  • Baoshan West Road, 2nd
  • Tianjin 300190
  • China
  • Phone: (86) 13602155376
  • Email: yangm8006@sina.com