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Association between the (neutrophil + monocyte)/albumin ratio and all-cause mortality in sepsis patients: a retrospective cohort study and predictive model establishment according to machine learning

Crossref DOI link: https://doi.org/10.1186/s12879-025-10969-5

Published Online: 2025-04-22

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

Authors

Liu, Lulu

Ma, Qian

Yu, Guangzan

Ji, Xuhou

He, Hua
Funding

Funding for this research was provided by:

Natural Science Foundation of Beijing Municipality (7202037)
License Information

Text and Data Mining valid from 2025-04-22

Version of Record valid from 2025-04-22
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Article History

Received: 26 January 2025

Accepted: 14 April 2025

First Online: 22 April 2025

Declarations

:

: The study is based on the latest MIMIC-IV database (version 3.1). As the analysis utilized publicly available de-identified data, institutional review board approval at Beth Israel Deaconess Medical Center was waived, and informed consent was not required. The study was conducted in accordance with the principles of the Declaration of Helsinki.

: Not applicable.

: The authors declare no competing interests.

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