Real-World Gait Speed Estimation: An AI-Based Approach for Adaptive Wearable Devices Integration
TL;DR
This study introduces an AI-based method to estimate real-world gait speed in COPD patients using wearable devices like smartphones and smartwatches, highlighting its importance as a health indicator.
Real-World Gait Speed Estimation: An AI-Based Approach for Adaptive Wearable Devices Integration
Michele Zanoletti; Carlo Vallati; Nicola Carbonaro; Alberto Greco; Alessandro Tognetti; Marco Laurino
https://doi.org/10.1109/ACCESS.2025.3648857
Volume 14
Real-world gait speed assessment, has recently gained recognition as an important health indicator particularly in patients with chronic conditions such as Chronic Obstructive Pulmonary Disease (COPD). This study proposes an AI-based method for estimating gait speed in the real-world context in COPD patients using different combinations of three wearable devices: a smartphone, a smartwatch, and a ...