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Deep learning-based automatic measurement of the femoral head ossification center in healthy Korean children: development of a novel radiographic growth chart

Crossref DOI link: https://doi.org/10.1007/s00330-025-12263-z

Published Online: 2026-01-13

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

Authors

Lee, Byoung-Dai

Moon, Ki-Ryum

Kim, Jin Young

Lee, Mu Sook https://orcid.org/0000-0002-0382-5564
Funding

Funding for this research was provided by:

National Research Foundation of Korea (NRF-2022R1A2C1007169)

National Research Foundation of Korea (RS-2020-NR049579)
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Text and Data Mining valid from 2026-01-13

Version of Record valid from 2026-01-13
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Article History

Received: 13 May 2025

Revised: 29 November 2025

Accepted: 7 December 2025

First Online: 13 January 2026

Compliance with ethical standards

:

: The scientific guarantor of this publication is Mu Sook Lee.

: The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article.

: All of the authors have significant statistical expertise.

: Written informed consent was waived by the Institutional Review Board due to the retrospective nature of the study and use of de-identified, pre-existing clinical data.

: The Institutional Review Board of Keimyung University Dongsan Medical Center approved this retrospective study (IRB No. DSM-2022-08-007). All methods were performed in accordance with the ethical standards of the Helsinki Declaration.

: None of the study subjects or cohorts has been previously reported.

:

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