Uninterrupted real-time cerebral stress level monitoring using wearable biosensors: A review

被引:3
作者
Mishra, Anuja [1 ]
Agrawal, Mukti [1 ]
Ali, Aaliya [2 ,3 ]
Garg, Prakrati [2 ,3 ,4 ]
机构
[1] GLA Univ, Inst Appl Sci & Humanities, Dept Biotechnol, Mathura, Uttar Pradesh, India
[2] Shoolini Univ, Sch Appl Sci & Biotechnol, Solan, Himachal Prades, India
[3] Shoolini Univ, Ctr Om & Biodivers Res, Solan, Himachal Prades, India
[4] Shoolini Univ Biotechnol & Management Sci, Sch Appl Sci & Biotechnol, Solan, Himachal Prades, India
关键词
bioindicator; biosensors; EDA; EEG; GSR; HRV; machine learning; stress; wearable stress biosensors; MENTAL STRESS; TECHNOLOGIES; ENDOCRINE; SYSTEMS; SKIN;
D O I
10.1002/bab.2491
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Stress is the major unseen bug for the health of humans with the increasing workaholic era. Long periods of avoidance are the main precursor for chronic disorders that are quite tough to treat. As precaution is better than cure, stress detection and monitoring are vital. Although there are ways to measure stress clinically, there is still a constant need and demand for methods that measure stress personally and in an ex vitro manner for the convenience of the user. The concept of continuous stress monitoring has been introduced to tackle the issue of unseen stress accumulating in the body simultaneously with being user-friendly and reliable. Stress biosensors nowadays provide real-time, noninvasive, and continuous monitoring of stress. These biosensors are innovative anthropogenic creations that are a combination of biomarkers and indicators like heart rate variation, electrodermal activity, skin temperature, galvanic skin response, and electroencephalograph of stress in the body along with machine learning algorithms and techniques. The collaboration of biological markers, artificial intelligence techniques, and data science tools makes stress biosensors a hot topic for research. These attributes have made continuous stress detection a possibility with ease. The advancement in stress biosensing technologies has made a great impact on the lives of human beings so far. This article focuses on the comprehensive study of stress-indicating biomarkers and the techniques along with principles of the biosensors used for continuous stress detection. The precise overview of wearable stress monitoring systems is also sectioned to pave a pathway for possible future research studies.
引用
收藏
页码:1895 / 1914
页数:20
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