根据心率波动的可变性,调查空腹欲望的过程和预测因素
Shulian Tan1, Yi Tang1, Ping Shi1
1School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China.
Medical engineering & physics
|February 20, 2025
概括
通过心率变化 (HRV) 监测尿动的欲望,可以帮助行动能力有限的老年人. 这种非侵入性方法可以准确预测空白的意图,减少对护理人员的依赖.
科学领域:
- 生物医学工程 生物医学工程
- 生理学 生理学 生理学
- 老年学是一门学科.
背景情况:
- 尿失禁会影响行动能力有限的养老院住户,增加他们对护理人员的依赖.
- 养老院的人员不足凸显了需要有效的所援助和监测方法的需要.
- 可靠地监测尿欲对于改善老年人的生活质量至关重要.
研究的目的:
- 为了研究膀填充期间心率变化 (HRV) 的变化.
- 为了建立膀填充度和HRV之间的关系.
- 评估用于预测使用HRV无效的愿望的分类模型.
主要方法:
- 在膀填充期间观察到心率变化 (HRV) 的变化.
- 绘制了膀填充度和HRV之间的关系.
- 评估了基于HRV特征预测空白意图的分类模型.
主要成果:
- 自主神经系统活动随着膀填充的增加而转向交感主导.
- 一个广泛的神经网络模型在预测虚空欲望的程度方面取得了超过98%的准确性.
- 心率变化显示出对无空意图的非侵入性监测具有显著的潜力.
结论:
- 心率变化是预测尿动欲望的一个有希望的指标.
- 这项研究为开发非侵入性清空意图监控设备提供了新的方向.
- 预计这些发现将促进老年人智能康复设备的开发.
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