• DocumentCode
    1487520
  • Title

    Ambulatory Monitoring of Activities and Motor Symptoms in Parkinson's Disease

  • Author

    Zwartjes, Daphne G M ; Heida, Tjitske ; Van Vugt, Jeroen P P ; Geelen, Jan A G ; Veltink, Peter H.

  • Author_Institution
    Dept. of Electr. Eng., Math. & Comput. Sci., Univ. of Twente, Enschede, Netherlands
  • Volume
    57
  • Issue
    11
  • fYear
    2010
  • Firstpage
    2778
  • Lastpage
    2786
  • Abstract
    Ambulatory monitoring of motor symptoms in Parkinson´s disease (PD) can improve our therapeutic strategies, especially in patients with motor fluctuations. Previously published monitors usually assess only one or a few basic aspects of the cardinal motor symptoms in a laboratory setting. We developed a novel ambulatory monitoring system that provides a complete motor assessment by simultaneously analyzing current motor activity of the patient (e.g., sitting, walking, etc.) and the severity of many aspects related to tremor, bradykinesia, and hypokinesia. The monitor consists of a set of four inertial sensors. Validity of our monitor was established in seven healthy controls and six PD patients treated with deep brain stimulation (DBS) of the subthalamic nucleus. The patients were tested at three different levels of DBS treatment. Subjects were monitored while performing different tasks, including motor tests of the Unified PD Rating Scale (UPDRS). Output of the monitor was compared to simultaneously recorded videos. The monitor proved very accurate in discriminating between several motor activities. Monitor output correlated well with blinded UPDRS ratings during different DBS levels. The combined analysis of motor activity and symptom severity by our PD monitor brings true ambulatory monitoring of a wide variety of motor symptoms one step closer.
  • Keywords
    diseases; gait analysis; patient monitoring; Parkinson´s disease; UPDRS; Unified PD Rating Scale; activities; ambulatory monitoring; bradykinesia; deep brain stimulation; hypokinesia; inertial sensors; motor fluctuations; motor symptoms; sitting; subthalamic nucleus; therapeutic strategies; tremor; walking; Activity classification; Parkinson’s disease (PD); ambulatory monitoring; bradykinesia; tremor;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2010.2049573
  • Filename
    5462876