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Explainable machine learning of plantar-force gait biomarkers for Hoehn–Yahr staging in Parkinson’s disease
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Explainable machine learning of plantar-force gait biomarkers for Hoehn–Yahr staging in Parkinson’s disease
Objective assessment of Parkinson’s disease (PD) severity from gait signals remains challenging because adjacent Hoehn–Yahr (H&Y) stages overlap and machine-learning models often lack interpretability. We developed an explainable machine-learning framework with ordinal modeling...
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