在帕金森病患者的步态评估数据集
Luis Pastor Sánchez-Fernández1
1Centro de Investigación en Computación, Instituto Politécnico Nacional, Juan de Dios Bátiz Ave., 07738 México City, Mexico.
Data in brief
|April 18, 2025
概括
这项研究引入了一个新的数据集,用于分析帕金森病 (PD) 步态障碍. 这些数据使客观的生物力学评估能够超越视觉观察,有助于更好地理解和治疗PD行走障碍.
科学领域:
- 生物医学工程 生物医学工程
- 神经学 神经学
- 数据科学数据科学数据科学
背景情况:
- 帕金森病 (PD) 显著影响步态,导致运动缓慢和结等障碍.
- 目前的临床评估 (例如,MDS-UPDRS) 依赖于视觉观察,限制了细微的步态差异的检测.
- 客观,定量步态分析对于准确的PD评估和管理至关重要.
研究的目的:
- 提出一种新的数据集,用于对帕金森病患者和健康对照者的步态分析.
- 为可重复性研究提供原始生物力学信号和衍生指标.
- 促进PD中客观步态评估的新算法的开发.
主要方法:
- 收集了PD患者和健康对照者的动态加速和陀螺仪信号.
- 提取了八个关键的生物机械步行指标.
- 与医生评估相关联的生物力学数据.
主要成果:
- 该数据集包括来自患者和对照组的全面步态数据.
- 从传感器信号中提取了八个生物机械指标.
- 这些数据允许进行详细的,定量步态分析.
结论:
- 这一数据集为对帕金森病的客观步态评估提供了宝贵的资源.
- 这些数据可以支持开发先进的诊断和监测工具.
- 能够在PD步态研究中复制方法和创新.
相关概念视频
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