Wearable Devices for Training and Patient Monitoring: A Comprehensive Review
DOI:
https://doi.org/10.12775/QS.2024.29.55667Keywords
Wearable technologies, remote patient monitoring, chronic disease management, training, artificial intelligenceAbstract
Introduction:
Wearable technologies and remote patient monitoring (RPM) are transforming sports and healthcare by enabling continuous and real-time monitoring of various health parameters. These innovations hold significant potential for improving training outcomes in physical rehabilitation and fitness programs, managing chronic diseases, and enhancing patient engagement.
Aim of the Study:
This review aims to summarize and highlight the most relevant findings on the current status, clinical applications, challenges, and prospects of wearable health-related sensing technologies in the context of training and chronic disease management.
Material and Methods:
A review of scientific publications from 2018 to 2024 was conducted using PubMed and Google Scholar databases. Keywords such as "wearable," "remote patient monitoring," "sensors," "training," and "chronic disease management" were used.
Conclusions:
Wearable devices are gaining popularity among the entire population, not only among individuals with chronic health conditions. The use of wearable technologies has shown promise in improving training and health outcomes by providing continuous monitoring, personalized care, and enhanced training programs. However, challenges such as data accuracy, privacy concerns, and integration with healthcare systems must be addressed and present opportunities for future advancements.
References
Lu L, Zhang J, Xie Y, Gao F, Xu S, Wu X, Ye Z. Wearable Health Devices in Health Care: Narrative Systematic Review. JMIR Mhealth Uhealth. 2020 Nov 9;8(11):e18907. doi: 10.2196/18907.
Morais J. Editorial: Advances in Wearable Devices for Sports. Applied Sciences, 2023, № 24, p. 13288 https://doi.org/10.3390/app132413288
Seshadri DR, Drummond C, Craker J, Rowbottom JR, Voos JE. Wearable Devices for Sports: New Integrated Technologies Allow Coaches, Physicians, and Trainers to Better Understand the Physical Demands of Athletes in Real time. IEEE Pulse. 2017 Jan-Feb;8(1):38-43. doi: 10.1109/MPUL.2016.2627240.
Wu CT, Wang SM, Su YE, Hsieh TT, Chen PC, Cheng YC, Tseng TW, Chang WS, Su CS, Kuo LC, Chien JY, Lai F. A Precision Health Service for Chronic Diseases: Development and Cohort Study Using Wearable Device, Machine Learning, and Deep Learning. IEEE J Transl Eng Health Med. 2022 Sep 19;10:2700414. doi: 10.1109/JTEHM.2022.3207825.
Piwek L, Ellis DA, Andrews S, Joinson A. The Rise of Consumer Health Wearables: Promises and Barriers. PLoS Med. 2016 Feb 2;13(2):e1001953. doi: 10.1371/journal.pmed.1001953.
Erkılıç, Cemre & Yalçın, Aybüke. (2020). Evaluation of the wearable technology market within the scope of digital health technologies. Gazi Journal of Economics and Business. 6. 10.30855/gjeb.2020.6.3.006.
Park YG, Lee S, Park JU. Recent Progress in Wireless Sensors for Wearable Electronics. Sensors (Basel). 2019 Oct 9;19(20):4353. doi: 10.3390/s19204353.
Cabral S. Wearable remote monitoring in heart failure care – where do we stand? Revista Portuguesa de Cardiologia, 2021, № 5, p. 339-341 https://doi.org/10.1016/j.repc.2021.02.009
Chiauzzi E, Rodarte C, DasMahapatra P. Patient-centered activity monitoring in the self-management of chronic health conditions. BMC Med. 2015 Apr 9;13:77. doi: 10.1186/s12916-015-0319-2.
Hilty, D.M., Armstrong, C.M., Edwards-Stewart, A. et al. Sensor, Wearable, and Remote Patient Monitoring Competencies for Clinical Care and Training: Scoping Review. J. technol. behav. sci. 6, 252–277 (2021). https://doi.org/10.1007/s41347-020-00190-3.
Iervolino, Raffaele & Bonavolontà, Francesco & Cavallari, Adolfo. (2017). A wearable device for sport performance analysis and monitoring. 1-6. 10.1109/IWMN.2017.8078375.
E. T. R. Babar and M. U. Rahman, "A Smart, Low Cost, Wearable Technology for Remote Patient Monitoring," in IEEE Sensors Journal, vol. 21, no. 19, pp. 21947-21955, 1 Oct.1, 2021, doi: 10.1109/JSEN.2021.3101146.
Aroganam G, Manivannan N, Harrison D. Review on Wearable Technology Sensors Used in Consumer Sport Applications. Sensors (Basel). 2019 Apr 28;19(9):1983. doi: 10.3390/s19091983.
Dias D, Paulo Silva Cunha J. Wearable Health Devices-Vital Sign Monitoring, Systems and Technologies. Sensors (Basel). 2018 Jul 25;18(8):2414. doi: 10.3390/s18082414.
Husnain, Ali & Hussain, Hafiz Khawar & Shahroz, Hafiz & Ali, Muhammad & Hayat, Yawar. (2024). A Precision Health Initiative for Chronic Conditions: Design and Cohort Study Utilizing Wearable Technology, Machine Learning, and Deep Learning.
Cho J. Current Status and Prospects of Health-Related Sensing Technology in Wearable Devices. J Healthc Eng. 2019 Jun 16;2019:3924508. doi: 10.1155/2019/3924508.
Dinh-Le C, Chuang R, Chokshi S, Mann D. Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions. JMIR Mhealth Uhealth. 2019 Sep 11;7(9):e12861. doi: 10.2196/12861.
Liao Y, Thompson C, Peterson S, Mandrola J, Beg MS. The Future of Wearable Technologies and Remote Monitoring in Health Care. Am Soc Clin Oncol Educ Book. 2019 Jan;39:115-121. doi: 10.1200/EDBK_238919. Epub 2019 May 17.
Ash GI, Stults-Kolehmainen M, Busa MA, Gregory R, Garber CE, Liu J, Gerstein M, Casajus JA, Gonzalez-Aguero A, Constantinou D, Geistlinger M, Guppy FM, Pigozzi F, Pitsiladis YP. Establishing a Global Standard for Wearable Devices in Sport and Fitness: Perspectives from the New England Chapter of the American College of Sports Medicine Members. Curr Sports Med Rep. 2020 Feb;19(2):45-49. doi: 10.1249/JSR.0000000000000680.
Patel MS, Asch DA, Volpp KG. Wearable devices as facilitators, not drivers, of health behavior change. JAMA. 2015 Feb 3;313(5):459-60. doi: 10.1001/jama.2014.14781.
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