Novel algorithm for knee localization and diagnosis and grading of knee osteoarthritis based on a priori information: data from OAI

Abstract Purpose To develop and evaluate a deep learning-based method for fully automatic segmentation of the knee joint and to diagnose and classify knee osteoarthritis (KOA ) using prior information. Methods All X-rays were obtained from the Osteoarthritis Initiative (OAI). We comprehensively cons...

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Autors principals:	Chunbo Deng, Chengbao Peng, Yingwei Sun, Guan Wang, Jing Liu, Xueyong Liu
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2026-02-01
Col·lecció:	BMC Medical Imaging
Matèries:	Knee osteoarthritis X-ray Deep learning Anatomical segmentation
Accés en línia:	https://doi.org/10.1186/s12880-026-02235-0
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