Performance of deep-learning models incorporating knee alignment information for predicting ground reaction force during walking

Abstract Background Wearable sensors combined with deep-learning models are increasingly being used to predict biomechanical variables. Researchers have focused on either simple neural networks or complex pretrained models with multiple layers. In addition, studies have rarely integrated knee alignm...

Full description

Saved in:
Bibliographic Details
Main Authors: Tommy Sugiarto, Yi-Jia Lin, Hsiao-Liang Tsai, Chi-Tien Sun, Wei-Chun Hsu
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-025-01409-1
Tags: Add Tag
No Tags, Be the first to tag this record!