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Updated: Jun 18, 2026

Assessing Functional Performance in the Mdx Mouse Model
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多尺度机器学习模型预测FSHD的肌肉和功能疾病进展

Silvia S Blemker, Lara Riem, Olivia DuCharme

    bioRxiv : the preprint server for biology
    |March 3, 2025
    PubMed
    概括

    这项研究开发了一种机器学习模型,使用MRI和临床数据来预测费西奥斯卡普罗马肌肉发育不良 (FSHD) 的疾病进展. 该模型准确预测肌肉变化和功能衰退,有助于对这种遗传神经肌肉疾病的临床试验.

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    Classification of Skeletal Muscle Fibers01:48

    Classification of Skeletal Muscle Fibers

    Skeletal muscles continuously produce ATP to provide the energy that enables muscle contractions. Skeletal muscle fibers can be categorized into three types based on differences in their contraction speed and how they produce ATP, as well as physical differences related to these factors. Most human muscles contain all three muscle fiber types, albeit in varying proportions.
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