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Updated: Jul 21, 2025

A Novel Application of Musculoskeletal Ultrasound Imaging
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在B模式超声波中识别肌肌关节触发点:纹理分析与卷积神经网络方法相比

Ryan G L Koh1, Banu Dilek2, Gongkai Ye1

  • 1KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada.

Ultrasound in medicine & biology
|July 26, 2023
PubMed
概括

这项研究探讨了使用深度学习和纹理分析来自动检测肌肉中的肌肌关节触发点 (MTrPs). 卷积神经网络 (CNN) 在识别MTrP方面显示出比纹理特征更好的准确性.

关键词:
卷积神经网络是一种卷积神经网络.机器学习是机器学习.肌筋关触发点是指肌筋关的触发点.纹理特征 纹理特征超声波超声波是指超声波的使用.

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