用时间序列分析的减损方法量化平衡控制与任务和损伤的变化
Iva Radić1, Suzana Blesić1, Zdravko Aničić2
1Institute for Medical Research, University of Belgrade, Belgrade, Serbia.
Frontiers in bioengineering and biotechnology
|July 9, 2025
概括
人类平衡控制依赖于复杂的时间过程. 这项研究揭示了受伤和改变姿势如何影响这些动态,提供了使用时间序列分析评估姿势控制障碍的新方法.
科学领域:
- 生物力学 生物力学
- 人体生理学 人体生理学
- 系统神经科学 系统神经科学
背景情况:
- 人类平衡控制涉及复杂的时间过程.
- 这些过程可能会因下肢受伤或任务难度增加而受到干扰.
研究的目的:
- 为了研究静静站立时的姿势控制的长距离时间特征.
- 分析下肢损伤和改变姿势条件如何影响这些时间动态.
主要方法:
- 利用76名身体活跃的参与者 (有/没有下肢受伤) 和13名对照者 (闭眼/单腿姿势) 的力量平台记录.
- 采用测量波动分析 (DFA) 和波形变形光谱分析 (WTS) 来量化时间动态.
主要成果:
- 记录显示了长距离的自相关性,交叉点将不同时间尺度的动态分开.
- 改变姿势 (一只腿) 增加了DFA和WTS斜率,与特定的时间峰相关.
- 确定了两种损伤反应:补偿 (放大幅度,较小尺度交叉) 和低绩效 (放大幅度下降,较大的尺度交叉).
结论:
- 确定波动分析 (DFA) 和波形变形光谱分析 (WTS) 在检测微妙的姿势控制障碍方面表现出灵敏度.
- 时间序列分析为评估由于受伤或任务需求而导致的平衡控制中断提供了一个有希望的方法.
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