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Quantification of upper body movements during gait in older adults and in those with Parkinson's disease: impact of acceleration realignment methodologies.

机译:老年人和帕金森病患者步态期间上半身运动的量化:加速度调整方法的影响。

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摘要

The upper body accelerations of people with Parkinson’s disease (PD) measured by inertial measurementudunits (IMUs) may contribute towards diagnostic algorithms and help track disease progression. Beforeudextracting variables related to upper body motion, acceleration signals require realignment to a globaludreference; however, the impact of these techniques on the resulting upper body variables is unclear.udTherefore, the aim of this investigation was to examine the impact of four different realignment methodsuddesigned to correct acceleration signals on a range of upper body variables in older adults and in patientsudwith PD. Two minutes of continuous gait were measured in 54 community-dwelling older adultsud(71.1 �6.7 years) and 60 people with PD (age: 68.5 � 9.1 years). Three IMUs placed on the 5th lumbarudvertebra, 7th cervical vertebra and the back of the head recorded the acceleration of the upper body. Audselection of upper body variables sensitive to impaired upper body control in PD and four accelerationudrealignment methods were compared. A mixed-model ANOVA showed that the choice of realignmentudmethod significantly affected the values of upper body variables as well as their ability to discriminateudbetween the PD and control group. Our findings indicate researchers and clinicians should be cautiousudwhen comparing upper body variables extracted from IMUs using different realignment methods, andudconsideration of realignmenttechnique will be important when identifying the most sensitive markers ofuddisease presence and progression. Therefore, it’s strongly recommend that researchers consider andudreport their realignment methods when assessing upper body variables during gait
机译:通过惯性测量单位(IMU)测量的帕金森氏病(PD)患者的上身加速度可能有助于诊断算法并有助于追踪疾病的进展。在减去与上身运动有关的变量之前,加速度信号需要重新调整为全局参考。 ud因此,本研究的目的是检验四种不同的重新排列方法的影响,该方法旨在校正加速度信号对老年人上半身变量的影响。和PD患者。在54位社区居住的老年人中,他们的步态持续了2分钟, ud(71.1 6.7岁)和60例PD患者(68.5 9.1岁)。在第5个腰腰椎,第7个颈椎和头部后部放置了三个IMU,记录了上半身的加速度。比较了PD中对上身控制受损敏感的上身变量的选择,以及四种加速/未对准方法。混合模型方差分析表明,重新排列/ udmethod的选择会显着影响上身变量的值以及它们区分PD和对照组的能力。我们的发现表明,研究人员和临床医生在比较使用不同重组方法从IMU中提取的上身变量时应保持谨慎,并且 u再考虑重组技术对识别 diseasease存在和进展的最敏感标志物很重要。因此,强烈建议研究人员在评估步态期间的上身变量时考虑并重新报告他们的调整方法

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