Development of an interpretable model for foot soft tissue stiffness based on gait plantar pressure analysis

Development of an interpretable model for foot soft tissue stiffness based on gait plantar pressure analysis

PurposePlantar soft tissue properties affect foot biomechanics during movement. This study aims to explore the relationship between plantar pressure features and soft tissue stiffness through interpretable neural network model. The findings could inform orthotic insole design.MethodsA sample of 30 h...

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Bibliographic Details
Main Authors: Xiaotian Bai, Xiao Hou, Dazhi Lv, Jialin Wei, Yiling Song, Zhengyan Tang, Hongfeng Huo, Jingmin Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
neural network
plantar soft tissue
gait
plantar pressure
biomechanics
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2024.1482382/full
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