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RCTs - Protocols/Proposals (eHealth) (1343) mHealth for Wellness, Behavior Change and Prevention (4258) Wearable Devices and Sensors (1577) Fitness Trackers and Smart Pedometers/Accelerometers (792) Cardiovascular Disease Prevention (268) Applications of AI (947)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/98213, first published .
Man in a mask on a stationary bike during a cardiopulmonary exercise test.

The Effects of AI-Guided Exercise and a Smart Ring on Arterial Stiffness: Protocol for a Randomized Controlled Trial

The Effects of AI-Guided Exercise and a Smart Ring on Arterial Stiffness: Protocol for a Randomized Controlled Trial

Authors of this article:

Heikki Pentikäinen1 Author Orcid Image ;   Sofia Strömmer2 Author Orcid Image ;   Drake Caraker3 Author Orcid Image ;   Julia Kosonen2 Author Orcid Image ;   Aleksi Rantanen2 Author Orcid Image ;   Saila Hiltunen1 Author Orcid Image ;   Pirjo Komulainen1 Author Orcid Image ;   Heidi Similä2 Author Orcid Image ;   Massimiliano de Zambotti3 Author Orcid Image ;   Kai Savonen1, 4 Author Orcid Image ;   Pauli Ohukainen2 Author Orcid Image
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