- Article
Machine Learning-Based Estimation of Knee Joint Mechanics from Kinematic and Neuromuscular Inputs: A Proof-of-Concept Using the CAMS-Knee Datasets
- Yara N. Derungs,
- Martin Bertsch,
- Kushal Malla,
- Allan Maas,
- Thomas M. Grupp,
- Adam Trepczynski,
- Philipp Damm and
- Seyyed Hamed Hosseini Nasab
31 January 2026
This study explores the feasibility of estimating tibiofemoral joint contact forces using deep learning models trained on in vivo biomechanical data. Leveraging the comprehensive CAMS-Knee datasets, we developed and evaluated two machine learning net...