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Updated: May 5, 2026

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优化MRI注释工作流程,以实现高精度深度学习的运动员大腿肌肉细分

Alexis B Slutsky-Ganesh1,2,3,4, Salomé Baup5, Upasana U Bharadwaj1,2,3

  • 1Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, 30542, United States.

Radiology advances
|February 16, 2026
PubMed
概括

20个注释的下肢MRI扫描足以训练深度学习模型进行准确的大腿肌肉细分. 这一发现简化了临床护理和研究中的运动员的定量MRI分析.

关键词:
人工智能的人工智能是人工智能.肌肉 肌肉 肌肉 肌肉 肌肉肌肉骨系统 肌肉骨神经网络的神经网络的神经网络传播传播传播的传播这种QMRI是QMRI.定量的MRI是指MRI的数量.细分化 细分化的细分化

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