Automatic gait EVENT detection in older adults during perturbed walking

Abstract Accurate detection of gait events in older adults, particularly during perturbed walking, is essential for evaluating balance control and fall risk. Traditional force plate-based methods often face limitations in perturbed walking scenarios due to the difficulty in landing cleanly on the fo...

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Bibliographic Details

Published in:	Journal of NeuroEngineering and Rehabilitation
Main Authors:	Shuaijie Wang, Kazi Shahrukh Omar, Fabio Miranda, Tanvi Bhatt
Format:	Article
Language:	English
Published:	BMC 2025-02-01
Subjects:	Slip Trip Deep learning Gait detection Bi-GRU model
Online Access:	https://doi.org/10.1186/s12984-025-01560-9