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Updated: Jun 21, 2025

Isometric and Eccentric Force Generation Assessment of Skeletal Muscles Isolated from Murine Models of Muscular Dystrophies
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Isometric and Eccentric Force Generation Assessment of Skeletal Muscles Isolated from Murine Models of Muscular Dystrophies

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SonoMyoNet:一种卷积神经网络,用于从极为稀疏的超声图像中预测同度力

Anne Tryphosa Kamatham1, Meena Alzamani2, Allison Dockum2

  • 1Centre for Biomedical Engineering, Indian Institute of Technology Delhi, New Delhi 110016 India.

IEEE transactions on human-machine systems
|July 8, 2024
PubMed
概括

这项研究介绍了SonoMyoNet,一个卷积神经网络 (CNN),使用稀疏的超声波扫描线准确估计肌肉力量. 这种方法在计算上是高效和强大的,即使数据点有限.

关键词:
卷积神经网络 (CNN) 是一种神经网络.估计力量的估计.声谱学 (sonomyography) 是一种声谱学 (sonomyography) 的方法.

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