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Machine learning-based prediction of mortality and multidrug-resistant infection risks in ICU patients with suspected infection: a prospective national multicenter cohort study

Crossref DOI link: https://doi.org/10.1186/s12879-025-12354-8

Published Online: 2025-12-20

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Yang, Shuguang

Sun, Yao

Wang, Ting

Hao, Chenxiao

Zhang, Hua

Sun, Wei

An, Youzhong

Zhao, Huiying
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (82202366)
License Information

Text and Data Mining valid from 2025-12-20

Version of Record valid from 2026-01-26
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Article History

Received: 9 August 2025

Accepted: 10 December 2025

First Online: 20 December 2025

Declarations

:

: This study was performed in line with the principles of Declaration of Helsinki. Approval was obtained from the medical ethics committee of Peking University People’s Hospital (2021PHB020-001, Beijing, China). Written informed consent was obtained from all participants prior to the enrollment of this study.

: Not applicable.

: The authors declare no competing interests.

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