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

• Κύριοι συγγραφείς: Huanghe Zhang (Συγγραφέας), Ton T. H. Duong (Συγγραφέας), Ashwini K. Rao (Συγγραφέας), Pietro Mazzoni (Συγγραφέας), Sunil K. Agrawal (Συγγραφέας), Yi Guo (Συγγραφέας), Damiano Zanotto (Συγγραφέας)
• Μορφή: Βιβλίο
• Έκδοση: IEEE, 2022-01-01T00:00:00Z.
• Θέματα: article
• Διαθέσιμο Online: 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...