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Predicting in-hospital mortality in patients with heart failure combined with atrial fibrillation using stacking ensemble model: an analysis of the medical information mart for intensive care IV (MIMIC-IV)

Crossref DOI link: https://doi.org/10.1186/s12911-024-02829-0

Published Online: 2024-12-23

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

Authors

Chen, Panpan

Sun, Junhua

Chu, Yingjie

Zhao, Yujie
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Text and Data Mining valid from 2024-12-23

Version of Record valid from 2024-12-23
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Article History

Received: 1 February 2024

Accepted: 17 December 2024

First Online: 23 December 2024

Declarations

:

: MIMIC-IV was approved by the Institutional Review Boards of Beth Israel Deaconess Medical Center and the Massachusetts Institute of Technology. Informed consent was not required because all protected health in the database was de-identified and did not influence clinical care. All methods were performed in accordance with the relevant guidelines and regulations.

: Not applicable.

: The authors declare no competing interests.

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