Comparative Analysis of Task-Specific and Combined Upper-Limb EMG Features for Early Parkinson's Disease Classification
This study demonstrates that combining standardized upper-limb tasks with interpretable sEMG feature analysis significantly improves the classification of early-stage Parkinson's disease by capturing complementary motor impairments related to bradykinesia, rigidity, and tremor.