An MRI-based radiomics framework for early identification and progression stratification in knee osteoarthritis: data from the osteoarthritis initiative

Abstract Objectives To develop a cascaded machine learning model based on MRI radiomics features from cartilage and subchondral bone to predict the incidence and progression of knee osteoarthritis (KOA), thereby addressing the need for early intervention in pre-radiographic stages. Materials and met...

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Prif Awduron:	Jiahui Fu, Lin Mu, Dong Dong, Mingyang Li, Zheng Miao, Xiaochen Huai, Yuhao Zheng, Huimao Zhang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	BMC 2025-10-01
Cyfres:	BMC Musculoskeletal Disorders
Pynciau:	Knee osteoarthritis Cartilage Subchondral bone MRI Radiomics
Mynediad Ar-lein:	https://doi.org/10.1186/s12891-025-09234-2
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!