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Multi-class severity classification of peripheral nerve impairment using multimodal electrodiagnostic features and explainable machine learning

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Objectives: Peripheral nerve injuries impose substantial functional morbidity and long-term neurological impairment, yet electrodiagnostic severity assessment remains dependent on specialized expertise and susceptible to inter-ex... ...