Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate Variability-What We Know and What Is Coming
Overview
Affiliations
Heart rate at rest and exercise may predict cardiovascular risk. Heart rate variability is a measure of variation in time between each heartbeat, representing the balance between the parasympathetic and sympathetic nervous system and may predict adverse cardiovascular events. With advances in technology and increasing commercial interest, the scope of remote monitoring health systems has expanded. In this review, we discuss the concepts behind cardiac signal generation and recording, wearable devices, pros and cons focusing on accuracy, ease of application of commercial and medical grade diagnostic devices, which showed promising results in terms of reliability and value. Incorporation of artificial intelligence and cloud based remote monitoring have been evolving to facilitate timely data processing, improve patient convenience and ensure data security.
The Role of AI in Cardiovascular Event Monitoring and Early Detection: Scoping Literature Review.
Elvas L, Almeida A, Ferreira J JMIR Med Inform. 2025; 13:e64349.
PMID: 40048151 PMC: 11905924. DOI: 10.2196/64349.
de Leon M, Camic C, Herring M, Hill C Sports (Basel). 2025; 13(2).
PMID: 39997980 PMC: 11860634. DOI: 10.3390/sports13020049.
Sinichi M, Gevonden M, Krabbendam L Psychophysiology. 2025; 62(2):e70004.
PMID: 39905563 PMC: 11794680. DOI: 10.1111/psyp.70004.
Endurance Sports and Atrial Fibrillation: A Puzzling Conundrum.
Ostojic M, Ostojic M, Petrovic O, Nedeljkovic-Arsenovic O, Perone F, Banovic M J Clin Med. 2025; 13(24.
PMID: 39768614 PMC: 11677941. DOI: 10.3390/jcm13247691.
Guichard L, An X, Neylan T, Clifford G, Li Q, Ji Y Psychiatry Res. 2024; 342:116260.
PMID: 39549594 PMC: 11617258. DOI: 10.1016/j.psychres.2024.116260.