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关于使用可穿戴设备的辅助生活的综述。

A Review on Assisted Living Using Wearable Devices.

作者信息

Iadarola Grazia, Mengarelli Alessandro, Crippa Paolo, Fioretti Sandro, Spinsante Susanna

机构信息

Dipartimento di Ingegneria dell'Informazione, Università Politecnica delle Marche, 60131 Ancona, Italy.

出版信息

Sensors (Basel). 2024 Nov 21;24(23):7439. doi: 10.3390/s24237439.

DOI:10.3390/s24237439
PMID:39685975
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11644744/
Abstract

Forecasts about the aging trend of the world population agree on identifying increased life expectancy as a serious risk factor for the financial sustainability of social healthcare systems if not properly supported by innovative care management policies. Such policies should include the integration within traditional healthcare services of assistive technologies as tools for prolonging healthy and independent living at home, but also for introducing innovations in clinical practice such as long-term and remote health monitoring. For their part, solutions for active and assisted living have now reached a high degree of technological maturity, thanks to the considerable amount of research work carried out in recent years to develop highly reliable and energy-efficient wearable sensors capable of enabling the development of systems to monitor activity and physiological parameters over time, and in a minimally invasive manner. This work reviews the role of wearable sensors in the design and development of assisted living solutions, focusing on human activity recognition by joint use of onboard electromyography sensors and inertial measurement units and on the acquisition of parameters related to overall physical and psychological conditions, such as heart activity and skin conductance.

摘要

关于世界人口老龄化趋势的预测一致认为,如果没有创新的护理管理政策的适当支持,预期寿命的增加将成为社会医疗保健系统财务可持续性的严重风险因素。此类政策应包括将辅助技术整合到传统医疗服务中,作为延长在家健康和独立生活的工具,同时也应包括在临床实践中引入创新,如长期和远程健康监测。就主动和辅助生活解决方案而言,由于近年来开展了大量研究工作,以开发高度可靠且节能的可穿戴传感器,这些传感器能够以微创方式长期监测活动和生理参数,从而推动系统的发展,如今主动和辅助生活解决方案已达到了高度的技术成熟度。本文综述了可穿戴传感器在辅助生活解决方案设计与开发中的作用,重点关注通过联合使用板载肌电图传感器和惯性测量单元进行人体活动识别,以及获取与整体身体和心理状况相关的参数,如心脏活动和皮肤电导率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb5/11644744/cea48164dc9f/sensors-24-07439-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb5/11644744/cea48164dc9f/sensors-24-07439-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb5/11644744/cea48164dc9f/sensors-24-07439-g001.jpg

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Heart rate prediction with contactless active assisted living technology: a smart home approach for older adults.采用非接触式主动辅助生活技术进行心率预测:一种针对老年人的智能家居方法。
Front Artif Intell. 2024 Jan 12;6:1342427. doi: 10.3389/frai.2023.1342427. eCollection 2023.
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Adaptive thresholding increases sensitivity to detect changes in the rate of skin conductance responses to psychologically arousing stimuli in both laboratory and ambulatory settings.
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Int J Psychophysiol. 2024 Feb;196:112280. doi: 10.1016/j.ijpsycho.2023.112280. Epub 2023 Dec 15.
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Social Sustainability in Aging Populations: A Systematic Literature Review.老龄化人口中的社会可持续性:一项系统文献综述
Gerontologist. 2024 May 1;64(5). doi: 10.1093/geront/gnad097.
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