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

• Main Authors: Huanghe Zhang (Author), Ton T. H. Duong (Author), Ashwini K. Rao (Author), Pietro Mazzoni (Author), Sunil K. Agrawal (Author), Yi Guo (Author), Damiano Zanotto (Author)
• Formato: Livro
• Publicado em: IEEE, 2022-01-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

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...