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

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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Bibliographic Details
Main Authors: Tariq Alkhatatbeh, Ahmad Alkhatatbeh, Qin Guo, Jiechen Chen, Jidong Song, Xingru Qin, Wang Wei
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Immunology
Subjects:
radiomics
machine learning
osteonecrosis
osteoarthritis
hip
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2025.1532248/full
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