Development and Evaluation of a 3D Ensemble Framework for Automatic Diagnosis of Early Osteonecrosis of the Femoral Head Based on MRI: a Multicenter Diagnostic Study

Miao Yang, Fuchou Hsiang,Chengfan Li, XiaoYi Chen,Changqing Zhang,Guangchen Sun,Qiliang Lou, Wenhui Zhu, Hongtao Zhao, Feng Liu,Xuehai Ding,Jun Xu

Frontiers in surgery（2025）

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Key words

MRI,osteonecrosis of the femoral head,artificial intelligence,predictive model,clinical decision-making

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