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An interpretable machine learning model for predicting sepsis-induced cardiomyopathy in ICU patients: development and validation using the MIMIC-IV database

Crossref DOI link: https://doi.org/10.1007/s13755-025-00367-1

Published Online: 2025-08-12

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

Authors

Sha, Tao

Jiang, Hao

Bai, Lin https://orcid.org/0009-0004-6370-3982
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Text and Data Mining valid from 2025-08-12

Version of Record valid from 2025-08-12
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Article History

Received: 11 May 2025

Accepted: 4 August 2025

First Online: 12 August 2025

Declarations

:

: The authors declare that they have no competing interests.

: The study was carried out in accordance with the Declaration of Helsinki. Because the MIMIC repository contains de-identified data, no sensitive information was involved; thus, we notified the Ethics Committee of this situation without submitting a written report.

: Not applicable.

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