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Association between the nutritional inflammation index and mortality among patients with sepsis: insights from traditional methods and machine learning-based mortality prediction

Crossref DOI link: https://doi.org/10.1186/s12879-025-11429-w

Published Online: 2025-08-14

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

Authors

Ge, Yuanshuo

Hu, Ding

Wang, Zhe

Zhang, Cheng
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Text and Data Mining valid from 2025-08-14

Version of Record valid from 2025-08-14
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Article History

Received: 13 March 2025

Accepted: 23 July 2025

First Online: 14 August 2025

Declarations

:

: The MIMIC-IV database was developed in accordance with the ethical standards outlined in the Declaration of Helsinki and received approval from the Institutional Review Board (IRB) at Beth Israel Deaconess Medical Center (protocol number 2001P-001699/14). The IRB thoroughly assessed both the data acquisition procedures and the compilation of this research resource, subsequently granting permission for data sharing and waiving the requirement for informed consent.

: Not applicable.

: The authors declare no competing interests.

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