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Jiayin Guan on Muck Rack

Jiayin Guan

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Articles

Multi-joint and multi-planar lower-limb moment prediction from four inertial measurement units with target-subject adaptation

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By Xinyu Fan, Tao Ma, Ningbo Yu, Jianda Han, Tao Lin Sun, Jiayin Guan, Monan Ni
| Frontiers
Abstract Introduction: Accurate and continuous prediction of multi-planar lower-limb joint moments is crucial for clinical rehabilitation, sports science, and assistive device design. However, gold-standard methods rely on bulky, expensive laboratory-bound equipment, and existing wearable solutions are often limited to single-joint or single-plane predictions, or require dense sensor arrays impractical for daily living.
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