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Construction and validation of a multi-dimensional health indicator-driven osteoporosis risk prediction model: a large-sample cross-sectional study based on two centers

Crossref DOI link: https://doi.org/10.1186/s12891-025-09229-z

Published Online: 2025-10-17

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

Authors

Cai, Zhifeng

Lu, Xun

Ni, Hua

Xu, Zhi
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Text and Data Mining valid from 2025-10-17

Version of Record valid from 2025-10-17
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Article History

Received: 31 July 2025

Accepted: 23 September 2025

First Online: 17 October 2025

Declarations

:

: This research does not involve any content that violates any personal rights of the subjects. Since this project did not involve clinical intervention and all patient information was de-identified, the requirement for informed consent was waived. This study conforms to the provisions of the Declaration of Helsinki and has been reviewed and approved by the Ethics Committee of Zhangjiagang Center for Disease Control and Prevention (approval number: ZJGCDCLL-2025001) and the Ethics Committee of Zhangjiagang Fifth People’s Hospital (approval number: yxll202507002). All protocols are carried out in accordance with relevant guidelines and regulations.

: Not applicable.

: The authors declare no competing interests.

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