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Updated: Jul 11, 2025

Home-Based Monitor for Gait and Activity Analysis

Home-Based Monitor for Gait and Activity Analysis

Published on: August 8, 2019

在使用可穿戴设备进行长期家庭测量时检测负心肌

Aku Sinokki¹, Laura Säisänen², Jelena Hyppönen³

¹Department of Technical Physics, University of Eastern Finland, Kuopio, Finland.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology

|November 12, 2023

概括

这项研究开发了一种可行的方法,用于使用可穿戴传感器和新算法检测负性肌细胞瘤 (NM). 长期的家庭测量提供了可靠的客观数据,用于监测NM在患有进展性肌性的患者.

科学领域:

神经学神经学
生物医学工程生物医学工程
的研究研究.

背景情况:

1型渐进性肌细胞性的特点是使人衰弱的肌细胞性发作.
准确和客观地评估负性肌肌 (NM) 对疾病管理至关重要.
目前的临床评估往往仅限于短暂的观察期.

研究的目的:

开发一种可行的方法,通过长期的家庭测量来检测负性肌肉细胞结核 (NM).
为此目的验证可穿戴表面电肌图 (EMG) 传感器的使用.
建立一种可靠,客观的NM测量方法,以测量1型渐进性肌性患者的NM.

主要方法:

使用可穿戴表面电肌图 (EMG) 传感器进行48小时的家庭记录.
开发了一种新的算法来检测与NM相关的静止期 (SPs).
将SP分为短时间 (50-69毫秒),中期 (70-100毫秒) 和长时间 (101-500毫秒) 的时间.

主要成果:

该算法成功检测并量化了与NM相关的SP.
算法评估的NM显示与医生评估的UMRS分数有显著的相关性.
SP指标与辛格分数有很强的相关性,反映了功能状态和行走能力.

结论:

在家庭环境中进行长期EMG测量,可以客观地确定NM.
与短暂的临床评估相比,这种方法提供了更可靠的量化NM信息.
通过EMG测量的静止期 (SPs) 提供了一种临床上有用的工具,用于监测疾病进展和评估抗菌克隆药物的疗效.

关键词:

EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 EPM1 家庭监控家庭监控渐进性肌细胞性型1型沉默期是一个沉默的时期.表面电肌图 (EMG) 是一种表面电肌图.伦德堡病 - - 伦德堡病 - - 伦德堡病.

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