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Automated detection and segmentation of chondromalacia patella on axial knee MRI using YOLOv11 and a custom CNN: a deep learning-based diagnostic model

Crossref DOI link: https://doi.org/10.1186/s12891-025-09275-7

Published Online: 2025-11-13

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

Authors

Güngör, Erdal https://orcid.org/0000-0002-9556-2166
Vehbi, Husam https://orcid.org/0000-0002-5039-3768
Ertan, Mehmet Batu https://orcid.org/0000-0001-6757-9967
Cansın, Ahmetcan https://orcid.org/0009-0002-1484-4370
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Text and Data Mining valid from 2025-11-13

Version of Record valid from 2025-11-13
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Article History

Received: 9 July 2025

Accepted: 8 October 2025

First Online: 13 November 2025

Declarations

:

: Not applicable.

: The authors declare no competing interests.