Interpretable machine learning and radiomics in hip MRI diagnostics: comparing ONFH and OA predictions to experts

PurposeDistinguishing between Osteonecrosis of the femoral head (ONFH) and Osteoarthritis (OA) can be subjective and vary between users with different backgrounds and expertise. This study aimed to construct and evaluate several Radiomics-based machine learning models using MRI to differentiate betw...

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Autors principals:	Tariq Alkhatatbeh, Ahmad Alkhatatbeh, Qin Guo, Jiechen Chen, Jidong Song, Xingru Qin, Wang Wei
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2025-01-01
Col·lecció:	Frontiers in Immunology
Matèries:	radiomics machine learning osteonecrosis osteoarthritis hip
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fimmu.2025.1532248/full
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