Motion sensor strategies for automated optimization of deep brain stimulation in Parkinson's disease.

•We use motion sensors to quantify DBS response during outpatient programming.•Post-hoc algorithms identify optimal settings for symptom benefit and battery life.•Automated search can identify settings that improve symptoms relative to clinician.•Automated search can obtain similar benefit as clinician with improved battery life.