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

被引:77
|
作者
Zwartjes, Daphne G. M. [1 ,2 ]
Heida, Tjitske [1 ]
van Vugt, Jeroen P. P. [3 ]
Geelen, Jan A. G. [1 ,3 ]
Veltink, Peter H. [1 ]
机构
[1] Univ Twente, Inst Biomed Engn & Tech Med MIRA, NL-7500 AE Enschede, Netherlands
[2] Univ Twente, Dept Elect Engn Math & Comp Sci, NL-7500 AE Enschede, Netherlands
[3] Med Spectrum Twente, Dept Neurol, NL-7500 KA Enschede, Netherlands
关键词
Activity classification; ambulatory monitoring; bradykinesia; Parkinson's disease (PD); tremor; LEVODOPA-INDUCED DYSKINESIAS; DAILY PHYSICAL-ACTIVITY; QUANTITATIVE ASSESSMENT; MOVEMENT-DISORDERS; TREMOR; ACCELEROMETER; BRADYKINESIA;
D O I
10.1109/TBME.2010.2049573
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:2778 / 2786
页数:9
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