Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer
作者：
Highlights：
• The necessary algorithms to evaluate the occurrence of dopaminergic-induced dyskinesias in the activities of daily life are developed.
• Sensor placement at the waist provides a good resolution for almost any choreic dyskinesias and provides a good usability and comfort to the patient.
• A new frequency based approach is proposed to evaluate the occurrence of dyskinesias.
• The algorithm presented has been evaluated on a database of signals of 92 PD patients and provides specificities and sensitivities above 90%.
摘要
Highlights•The necessary algorithms to evaluate the occurrence of dopaminergic-induced dyskinesias in the activities of daily life are developed.•Sensor placement at the waist provides a good resolution for almost any choreic dyskinesias and provides a good usability and comfort to the patient.•A new frequency based approach is proposed to evaluate the occurrence of dyskinesias.•The algorithm presented has been evaluated on a database of signals of 92 PD patients and provides specificities and sensitivities above 90%.
论文关键词：Inertial sensors,Support vector machine,Parkinson's disease,Dyskinesia,Ambulatory monitoring
论文评审过程：Received 9 July 2015, Revised 1 January 2016, Accepted 5 January 2016, Available online 14 January 2016, Version of Record 15 March 2016.
论文官网地址：https://doi.org/10.1016/j.artmed.2016.01.001
