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Development and evaluation of a machine learning prediction model for short-term mortality in patients with diabetes or hyperglycemia at emergency department admission

Crossref DOI link: https://doi.org/10.1186/s12933-025-02954-8

Published Online: 2025-10-03

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

Authors

Wändell, Per

Wierzbicka, Marcelina

Sigurdsson, Karolina

Olofsson, Anna

Wachtler, Caroline

Wessman, Torgny

Melander, Olle

Ekelund, Ulf

Björkelund, Anders

Carlsson, Axel C.

Ruge, Toralph
Funding

Funding for this research was provided by:

Karolinska Institute
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Text and Data Mining valid from 2025-10-03

Version of Record valid from 2025-10-03
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Article History

Received: 26 March 2025

Accepted: 22 September 2025

First Online: 3 October 2025

Declarations

:

: This study was conducted in accordance with the Declaration of Helsinki. The study design and consent process were approved by the Regional Ethical Board in Lund (DNR: 2013/635). Participants provided informed and written consent.

: Not applicable.

: The authors declare no competing interests.

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