Machine learning based estimation of dynamic balance and gait adaptability in persons with neurological diseases using inertial sensors

Abstract Poor dynamic balance and impaired gait adaptation to different contexts are hallmarks of people with neurological disorders (PwND), leading to difficulties in daily life and increased fall risk. Frequent assessment of dynamic balance and gait adaptability is therefore essential for monitori...

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Bibliographic Details
Main Authors: Piergiuseppe Liuzzi, Ilaria Carpinella, Denise Anastasi, Elisa Gervasoni, Tiziana Lencioni, Rita Bertoni, Maria Chiara Carrozza, Davide Cattaneo, Maurizio Ferrarin, Andrea Mannini
Format: Article
Language:English
Published: Nature Portfolio 2023-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-35744-x