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量化运动障碍中的运动损伤

Quantifying Motor Impairment in Movement Disorders.

作者信息

FitzGerald James J, Lu Zhongjiao, Jareonsettasin Prem, Antoniades Chrystalina A

机构信息

NeuroMetrology Lab, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom.

Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom.

出版信息

Front Neurosci. 2018 Apr 11;12:202. doi: 10.3389/fnins.2018.00202. eCollection 2018.

DOI:10.3389/fnins.2018.00202
PMID:29695949
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5904266/
Abstract

Until recently the assessment of many movement disorders has relied on clinical rating scales that despite careful design are inherently subjective and non-linear. This makes accurate and truly observer-independent quantification difficult and limits the use of sensitive parametric statistical methods. At last, devices capable of measuring neurological problems quantitatively are becoming readily available. Examples include the use of oculometers to measure eye movements and accelerometers to measure tremor. Many applications are being developed for use on smartphones. The benefits include not just more accurate disease quantification, but also consistency of data for longitudinal studies, accurate stratification of patients for entry into trials, and the possibility of automated data capture for remote follow-up. In this mini review, we will look at movement disorders with a particular focus on Parkinson's disease, describe some of the limitations of existing clinical evaluation tools, and illustrate the ways in which objective metrics have already been successful.

摘要

直到最近,许多运动障碍的评估仍依赖于临床评分量表,尽管这些量表设计精心,但本质上是主观的且非线性的。这使得准确且真正独立于观察者的量化变得困难,并限制了敏感参数统计方法的使用。最终,能够定量测量神经问题的设备正变得 readily available。例子包括使用眼动仪测量眼球运动和加速度计测量震颤。许多应用正在为智能手机开发。其好处不仅包括更准确的疾病量化,还包括纵向研究数据的一致性、患者进入试验的准确分层,以及远程随访自动数据采集的可能性。在本综述中,我们将着眼于运动障碍,特别关注帕金森病,描述现有临床评估工具的一些局限性,并说明客观指标已经取得成功的方式。

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本文引用的文献

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A Perspective on Wearable Sensor Measurements and Data Science for Parkinson's Disease.帕金森病可穿戴传感器测量与数据科学的展望
Front Neurol. 2017 Dec 12;8:677. doi: 10.3389/fneur.2017.00677. eCollection 2017.
2
Inertial Sensors to Assess Gait Quality in Patients with Neurological Disorders: A Systematic Review of Technical and Analytical Challenges.用于评估神经系统疾病患者步态质量的惯性传感器:技术与分析挑战的系统评价
Front Psychol. 2017 May 18;8:817. doi: 10.3389/fpsyg.2017.00817. eCollection 2017.
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Enabling breakthroughs in Parkinson's disease with wearable technologies and big data analytics.
利用5年期间的运动学数据预测帕金森病未来的跌倒者。
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Clin Transl Sci. 2024 Nov;17(11):e70054. doi: 10.1111/cts.70054.
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Nat Rev Neurol. 2024 Dec;20(12):724-737. doi: 10.1038/s41582-024-01023-0. Epub 2024 Oct 7.
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Improved measurement of disease progression in people living with early Parkinson's disease using digital health technologies.使用数字健康技术改善早期帕金森病患者疾病进展的测量。
Commun Med (Lond). 2024 Mar 15;4(1):49. doi: 10.1038/s43856-024-00481-3.
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Identification of motor progression in Parkinson's disease using wearable sensors and machine learning.使用可穿戴传感器和机器学习识别帕金森病的运动进展
NPJ Parkinsons Dis. 2023 Oct 7;9(1):142. doi: 10.1038/s41531-023-00581-2.
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Heliyon. 2023 May 19;9(6):e16415. doi: 10.1016/j.heliyon.2023.e16415. eCollection 2023 Jun.
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Mov Disord. 2022 Nov;37(11):2263-2271. doi: 10.1002/mds.29194. Epub 2022 Aug 31.
借助可穿戴技术和大数据分析实现帕金森病研究的突破。
Mhealth. 2016 May 12;2:20. doi: 10.21037/mhealth.2016.04.02. eCollection 2016.
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Evaluating the performance of the Montreal Cognitive Assessment in early stage Parkinson's disease.评估蒙特利尔认知评估量表在早期帕金森病中的表现。
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