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Leverage machine learning to identify key measures in hospital operations management: a retrospective study to explore feasibility and performance of four common algorithms

Crossref DOI link: https://doi.org/10.1186/s12911-024-02689-8

Published Online: 2024-10-04

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

Authors

Zhang, Wantao

Zhu, Yan

Tong, Liqun

Wei, Guo

Zhang, Huajun
Funding

Funding for this research was provided by:

Health Commission of Hubei Province Scientific Research Project (WJ2019H462)
License Information

Text and Data Mining valid from 2024-10-04

Version of Record valid from 2024-10-04
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Article History

Received: 29 February 2024

Accepted: 18 September 2024

First Online: 4 October 2024

Declarations

:

: As this study utilized historical management data, the need for ethical approval and consent to participants was waived by the Ethical Committee of Huangshi Central Hospital.

: Not applicable.

: The authors declare no competing interests.

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