OA-MEN: a fusion deep learning approach for enhanced accuracy in knee osteoarthritis detection and classification using X-Ray imaging

BackgroundKnee osteoarthritis (KOA) constitutes the prevailing manifestation of arthritis. Radiographs function as a common modality for primary screening; however, traditional X-ray evaluation of osteoarthritis confronts challenges such as reduced sensitivity, subjective interpretation, and heighte...

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Auteurs principaux:	Xiaolu Ren, Lingxuan Hou, Shan Liu, Peng Wu, Siming Liang, Haitian Fu, Chengquan Li, Ting Li, Yongjing Cheng
Format:	Artigo
Langue:	Inglês
Publié:	Frontiers Media S.A. 2025-01-01
Collection:	Frontiers in Bioengineering and Biotechnology
Sujets:	knee osteoarthritis deep learning decision making artificial intelligence convolution natural network
Accès en ligne:	https://www.frontiersin.org/articles/10.3389/fbioe.2024.1437188/full
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