Wearable ECG systems for accurate mental stress detection: a scoping review.
Background: Mental and physical health is fundamentally linked. Both significantly impact people's overall health, quality of life, demands on health care, and other publicly funded services, which generates consequences for society. Therefore, wearable sensors have become more commonly used to gath...
| Publicado en: | Journal of Public Health: From Theory to Practice (2198-1833) Vol. 33; no. 6; pp. 1181 - 1198 |
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| Autores principales: | , , , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Jun2025
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=185425183&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 185425183 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 21981833 NENI jtl: Journal of Public Health: From Theory to Practice (2198-1833) issn: 21981833 maglogo: N pubinfo: dt: Jun2025 vid: 33 iid: 6 pid: 237 pub: Springer Nature artinfo: ui: 185425183 10.1007/s10389-023-02099-6 ppf: 1181 ppct: 17 formats: tig: atl: Wearable ECG systems for accurate mental stress detection: a scoping review. aug: au: Naeem, Mohamed Fawzi, Sahar Ali Anwar, Hamed Malek, Abdel Salam affil: https://ror.org/00ndhrx30 Textile Department, Faculty of Technology and Education, Suez University, Suez, Egypt https://ror.org/03cg7cp61 School of Information Technology and Computer Science, Nile University, Sheikh Zayed District, 6th of October City, Giza, Egypt https://ror.org/03q21mh05 Systems and Biomedical Engineering Department, Faculty of Engineering, Cairo University, Giza, Egypt https://ror.org/00ndhrx30 Electrical Department, Faculty of Technology and Education, Suez University, Suez, Egypt su: Egypt Psychological stress Wearable technology Electrocardiography Systematic reviews MEDLINE Deep learning Online information services Machine learning sug: subj: Psychological stress Egypt Wearable technology Electrocardiography Systematic reviews MEDLINE Deep learning Online information services Machine learning keyword: ECG Heart rate variability Medical and Health Sciences Public Health and Health Services Information and Computing Sciences Information Systems Mental stress Smart technology Stress detection Wearable devices Wearable sensors ECG Heart rate variability Medical and Health Sciences Public Health and Health Services Information and Computing Sciences Information Systems Mental stress Smart technology Stress detection Wearable devices Wearable sensors ab: Background: Mental and physical health is fundamentally linked. Both significantly impact people's overall health, quality of life, demands on health care, and other publicly funded services, which generates consequences for society. Therefore, wearable sensors have become more commonly used to gather data and track mental stress in an unobtrusive manner. Our scoping review aims to investigate studies that employ wearable ECG sensors to detect and track stress. Methods: The Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) framework databases were deemed to represent a majority of the literature. Moreover, websites that provide gray literature were also searched for articles of relevance. Three health and information technology research databases (PubMed, Google Scholar, and IEEE Xplore) were searched for papers covering non-invasive ECG-based wearables to collect and accurately analyze ECG data. Results: Three hundred eleven papers focusing on psychological or mental stress were identified. A portion of 23 studies satisfied the inclusion criteria. Out of them, six full text conference and 16 journal-based articles were considered. Five out of the 23 studies relied solely on ECG signals, whereas the remaining 18 studies combined ECG with other sensors to detect stress. Conclusion: Wearable mental health monitoring technology is undeniably popular. Numerous limitations must be fixed before wearable technology is considered extensively to help patients. Among these limitations are a lack of extensive and diverse studies, as well as a decrease in the user's sense of comfort and privacy. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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