Predicting Axial Impairment in Parkinson's Disease through a Single Inertial Sensor.

Optimized support vector regression models have high feasibility in predicting PIGD scores in PD. L-Dopa and FOG affect regression model performances. Overall, a single inertial sensor may help to remotely assess axial motor impairment in PD patients.