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深度学习和骨关节炎特征分类基础模型嵌入的比较评估

Mohammadreza Chavoshi1, Hari Trivedi1, Janice Newsome1

  • 1Department of Radiology, Emory University, Atlanta, GA, USA.

Journal of imaging informatics in medicine
|September 2, 2025
PubMed
概括

监督深度学习模型比基础模型更好地分类膝关节关节炎的放射性特征. 在Kellgren-Lawrence分级中,ConvNeXt获得了最高的性能,在肌肉骨成像分析中表现出卓越的准确性.

关键词:
深度学习基础模型膝关节关节炎自主监督学习

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Functional Classification of Joints

Functional Classification of Joints
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