Deep learning approach to estimate foot pressure distribution in walking with application for a cost-effective insole system.
Journal:
Journal of neuroengineering and rehabilitation
PMID:
35034658
Abstract
BACKGROUND: Foot pressure distribution can be used as a quantitative parameter for evaluating anatomical deformity of the foot and for diagnosing and treating pathological gait, falling, and pressure sores in diabetes. The objective of this study was to propose a deep learning model that could predict pressure distribution of the whole foot based on information obtained from a small number of pressure sensors in an insole.