Transductive Learning Models for Accurate Ambulatory Gait Analysis in Elderly Residents of Assisted Living Facilities

Instrumented footwear represents a promising technology for spatiotemporal gait analysis in out-of-the-lab conditions. However, moderate accuracy impacts this technology’s ability to capture subtle, but clinically meaningful, changes in gait patterns that may indicate adverse outcomes or...

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Bibliographic Details
Main Authors: Huanghe Zhang, Ton T. H. Duong, Ashwini K. Rao, Pietro Mazzoni, Sunil K. Agrawal, Yi Guo, Damiano Zanotto
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9680723/