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基于静态和实时动态磁共振成像的人类语音生物标志物的重测重复性

Test-retest repeatability of human speech biomarkers from static and real-time dynamic magnetic resonance imaging.

作者信息

Töger Johannes, Sorensen Tanner, Somandepalli Krishna, Toutios Asterios, Lingala Sajan Goud, Narayanan Shrikanth, Nayak Krishna

机构信息

Ming Hsieh Department of Electrical Engineering, University of Southern California, 3740 McClintock Avenue, EEB 400, Los Angeles, California 90089-2560, USA.

出版信息

J Acoust Soc Am. 2017 May;141(5):3323. doi: 10.1121/1.4983081.

Abstract

Static anatomical and real-time dynamic magnetic resonance imaging (RT-MRI) of the upper airway is a valuable method for studying speech production in research and clinical settings. The test-retest repeatability of quantitative imaging biomarkers is an important parameter, since it limits the effect sizes and intragroup differences that can be studied. Therefore, this study aims to present a framework for determining the test-retest repeatability of quantitative speech biomarkers from static MRI and RT-MRI, and apply the framework to healthy volunteers. Subjects (n = 8, 4 females, 4 males) are imaged in two scans on the same day, including static images and dynamic RT-MRI of speech tasks. The inter-study agreement is quantified using intraclass correlation coefficient (ICC) and mean within-subject standard deviation (σ). Inter-study agreement is strong to very strong for static measures (ICC: min/median/max 0.71/0.89/0.98, σ: 0.90/2.20/6.72 mm), poor to strong for dynamic RT-MRI measures of articulator motion range (ICC: 0.26/0.75/0.90, σ: 1.6/2.5/3.6 mm), and poor to very strong for velocities (ICC: 0.21/0.56/0.93, σ: 2.2/4.4/16.7 cm/s). In conclusion, this study characterizes repeatability of static and dynamic MRI-derived speech biomarkers using state-of-the-art imaging. The introduced framework can be used to guide future development of speech biomarkers. Test-retest MRI data are provided free for research use.

摘要

上气道的静态解剖和实时动态磁共振成像(RT-MRI)是在研究和临床环境中研究言语产生的一种有价值的方法。定量成像生物标志物的重测重复性是一个重要参数,因为它限制了可研究的效应大小和组内差异。因此,本研究旨在提出一个框架,用于确定来自静态MRI和RT-MRI的定量言语生物标志物的重测重复性,并将该框架应用于健康志愿者。受试者(n = 8,4名女性,4名男性)在同一天进行两次扫描成像,包括静态图像和言语任务的动态RT-MRI。使用组内相关系数(ICC)和受试者内平均标准差(σ)对研究间的一致性进行量化。对于静态测量,研究间一致性为强至非常强(ICC:最小值/中位数/最大值0.71/0.89/0.98,σ:0.90/2.20/6.72 mm),对于发音器运动范围的动态RT-MRI测量为差至强(ICC:0.26/0.75/0.90,σ:1.6/2.5/3.6 mm),对于速度为差至非常强(ICC:0.21/0.56/0.93,σ:2.2/4.4/16.7 cm/s)。总之,本研究使用先进成像技术表征了静态和动态MRI衍生言语生物标志物的重复性。所引入的框架可用于指导言语生物标志物的未来发展。重测MRI数据免费提供以供研究使用。

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