Preliminary study for hemodynamics monitoring using a wearable device network

M. Berthelot, Guang-Zhong Yang, Benny P. L. Lo
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引用次数: 3

Abstract

Blood flow, posture and phenotype (such as age, sex, smoking habit or physical activity) are closely related to vascular health. Episodic monitoring of the vascular system in clinical setting can lead to late diagnose. Inexpensive wearable devices for continuous monitoring of vascular parameters have been widely used, however, they often have limitations in data interpretation: changes in the environment setting can significantly affect the meaning of the results. This paper proposes a low cost networked body worn sensors for real-time analysis of hemodynamics and reports preliminary results on the relation between blood flow (measured through pulse arrival time (PAT)), the effect of postures and age ranges based on experiments with 13 volunteers of different age ranges (<25 years old and >50 years old). Standing, supine and sitting postures were investigated while photoplethysmograph (PPG) sensors were placed at different locations (ear, wrist and ankle). Results show the PAT changes according to the investigated locations and postures for both age group. Also, the average PAT values of the older group are generally higher than those of the younger group. In the older group, the average PAT value is higher for the supine posture than that of the sitting posture which is itself higher than that of the standing posture. In the younger group, the average PAT is higher in supine than that of the sitting and standing postures which have similar average PAT values. This indicates that hemodynamics vary with posture and age.
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使用可穿戴设备网络进行血流动力学监测的初步研究
血流、姿势和表型(如年龄、性别、吸烟习惯或体育活动)与血管健康密切相关。在临床环境中,间歇性的血管系统监测可能导致晚期诊断。用于连续监测血管参数的廉价可穿戴设备已被广泛使用,然而,它们在数据解释方面往往存在局限性:环境设置的变化会显著影响结果的意义。本文提出了一种低成本的网络化身体穿戴传感器,用于血液动力学的实时分析,并报道了基于13名不同年龄(50岁)的志愿者的实验,初步得出了血流量(通过脉冲到达时间(PAT)测量)与姿势和年龄范围之间的关系。在不同位置(耳朵、手腕和脚踝)放置光电体积脉搏仪(PPG)传感器时,研究了站立、仰卧和坐姿。结果显示,两年龄组的PAT随调查部位和姿势的不同而变化。此外,老年人的平均PAT值普遍高于年轻人。在老年人中,仰卧姿势的平均PAT值高于坐姿,而坐姿本身又高于站立姿势。在年轻人群中,仰卧位的平均PAT高于坐姿和站立位,两者的平均PAT值相似。这表明血流动力学随姿势和年龄而变化。
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