A trunk-wrist IMU pair with XGBoost detects compensatory trunk movements at macro-F1 0.80 on simulated impairment data from ten able-bodied subjects and retains usable performance on four neurological patients.
Flexion synergy overshadows flexor spasticity during reaching in chronic moderate to severe hemi- paretic stroke
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Machine Learning-Based Real-Time Detection of Compensatory Trunk Movements Using Trunk-Wrist Inertial Measurement Units
A trunk-wrist IMU pair with XGBoost detects compensatory trunk movements at macro-F1 0.80 on simulated impairment data from ten able-bodied subjects and retains usable performance on four neurological patients.