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Advances in wearable sensing technologies and intelligent systems for healthcare and fitness.

Kim H, Chong D, Shin I, Yeo WH. · Nanoscale horizons · 2026

This is a review article surveying recent developments in wearable sensors and AI-driven systems used to track health and fitness data, covering sensor types, device designs, and data analysis methods. It describes the potential of these tools for continuous monitoring, rehabilitation, and personalized feedback, but it summarizes the field rather than reporting new experimental results.
Takeaway: Treat wearable metrics as a useful feedback tool for tracking training and recovery, while recognizing the technology is still evolving.
Abstract (source)

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.

Narrative reviewVelocity-Based & Technology
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