Scientific reports
Identifying and predicting gait stability metrics in people with stroke in uneven-surface walking using machine learning.
Yasuhiro Inui, Yusaku Takamura, Yuki Nishi, Shu Morioka
Published: 202610.1038/s41598-026-35966-9
Abstract
People with stroke (PwS) face increased fall risk on uneven surfaces; however, gait stability under such conditions remains unexplored. This study used machine learning (ML) to identify acceleration features distinguishing PwS from healthy controls (…
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