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一个可穿戴系统,用于评估PSSE合规性,用于AIS患者
概括
一个新的可穿戴系统准确地监测青少年异常学脊椎病 (AIS) 患者的物理治疗学脊椎病特异性运动 (PSSE) 遵守情况. 这项技术有助于优化治疗效率,通过跟踪在无监督会议期间的运动执行.
科学领域:
- 生物医学工程 生物医学工程
- 康复医学 康复医学 康复医学
- 整形外科 整形外科 整形外科
背景情况:
- 理疗脊柱体特殊炼 (PSSE) 是青少年异常脊柱体 (AIS) 的关键保守治疗方法.
- 患者对无监督炼的遵守程度较低对长期PSSE有效性构成重大挑战.
- 对炼坚持的客观监测对于优化AIS治疗结果至关重要.
研究的目的:
- 开发和验证可穿戴系统,用于评估AIS患者的PSSE合规性.
- 评估使用表面电肌图 (sEMG) 数据用于合规监测的可行性.
- 为临床医生和家长提供追踪运动执行的工具.
主要方法:
- 设计了一个包含sEMG传感器和分析软件的可穿戴系统.
- 在PSSE练习期间从11名AIS患者身上收集了背部肌肉的sEMG数据.
- 使用支向量机分类器来评估基于提取的sEMG特征的PSSE合规性.
主要成果:
- 与EMG振幅和肌肉疲劳相关的特征,特别是集成的EMG和频率比,在区分遵守方面最有效.
- 离开一个主体的交叉验证在评估PSSE合规性方面表现出完美的准确性.
- 该系统在评估遵守规定的练习时显示出高可行性和准确性.
结论:
- 拟议的可穿戴系统是一种可行且准确的方法,用于评估AIS患者的PSSE合规性.
- 这项技术可以通过更好地监测运动执行来提高治疗效率.
- 该系统为临床医生和护理人员在管理AIS治疗方面提供了宝贵的支持.
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