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Updated: Jul 9, 2026

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
Advances in wearable sensing technologies and intelligent systems for healthcare and fitness
Hojoong Kim1,2, David Chong1,2, Ikhwan Shin1,3
1Wearable Intelligent Systems and Healthcare Center, Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA 30332, USA. whyeo@gatech.edu.
Abstract:
Wearable sensing technologies and intelligent systems have gained significant attention due to their potential to revolutionize healthcare and fitness monitoring. These technologies enable the real-time continuous detection of various physiological and physical parameters, aiding in rehabilitation, fitness optimization, and personalized medicine. Recent advances show the integration of artificial intelligence with wearable sensors and electronics, offering clinical-grade home healthcare, accurate performance monitoring, and feedback-based health management. This review summarizes the latest progress in sensor technologies, device form factors, sensing modalities, data analysis algorithms, integrated electronics, and their applications to human health and fitness.
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