TY - JOUR
T1 - Exploring wearable technologies for health monitoring
T2 - a systematic review of applications, advantages and disadvantages
AU - Flores-Castañeda, Rosalynn Ornella
AU - Olaya-Cotera, Sandro
AU - Iparraguirre-Villanueva, Orlando
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2025.
PY - 2025/11
Y1 - 2025/11
N2 - A systematic review was conducted using the PRISMA methodology, examining literature published between 2021 and 2025 in the Scopus, Web of Science, ScienceDirect and Taylor & Francis databases. From 943 initial records, 50 studies evaluating the clinical use of wearable devices for health monitoring were selected. The results demonstrate significant progress toward the integration of passive sensor data with predictive algorithms and digital platforms, facilitating remote patient monitoring, early detection of clinical events and supporting therapeutic adherence. However, methodological heterogeneity, limited validation against clinical standards and gaps in interoperability, privacy and regulation limit the confirmation of reproducible clinical benefits. These challenges must be addressed to fully realize the transformative potential of wearables in chronic disease management. In conclusion, although wearable devices show considerable potential to revolutionize health monitoring and management, their effective adoption requires rigorous research that validates their accuracy, clinical impact and feasibility in diverse contexts, as well as the development of regulatory frameworks that ensure data privacy and security.
AB - A systematic review was conducted using the PRISMA methodology, examining literature published between 2021 and 2025 in the Scopus, Web of Science, ScienceDirect and Taylor & Francis databases. From 943 initial records, 50 studies evaluating the clinical use of wearable devices for health monitoring were selected. The results demonstrate significant progress toward the integration of passive sensor data with predictive algorithms and digital platforms, facilitating remote patient monitoring, early detection of clinical events and supporting therapeutic adherence. However, methodological heterogeneity, limited validation against clinical standards and gaps in interoperability, privacy and regulation limit the confirmation of reproducible clinical benefits. These challenges must be addressed to fully realize the transformative potential of wearables in chronic disease management. In conclusion, although wearable devices show considerable potential to revolutionize health monitoring and management, their effective adoption requires rigorous research that validates their accuracy, clinical impact and feasibility in diverse contexts, as well as the development of regulatory frameworks that ensure data privacy and security.
KW - Chronic diseases
KW - Health monitoring
KW - Therapeutic adherence
KW - Wearable devices
UR - https://www.scopus.com/pages/publications/105018312028
U2 - 10.1007/s00521-025-11605-8
DO - 10.1007/s00521-025-11605-8
M3 - Artículo de revisión
AN - SCOPUS:105018312028
SN - 0941-0643
VL - 37
SP - 27957
EP - 27983
JO - Neural Computing and Applications
JF - Neural Computing and Applications
IS - 33
ER -