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Open access Aug 2026

Biomechanics-Embedded Deep Learning for Joint Moment Estimation in Clinical Gait Analysis for Cerebral Palsy: A Learnable Hill-Type Pathway

Accurate lower-limb joint moment estimation is essential for clinical gait analysis in children with cerebral palsy (CP), yet conventional methods require force plates for ground reaction force (GRF) measurement, limiting assessment to specialized laboratories. Although data-driven methods can bypass force plates, lear...

Wen-Qi Liang, Zhiqiang Zhang, Shu-Yun Jiang et al. · 0 citations

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