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Experimental designs and processing strategies for fMRI studies involving overt verbal responses.

机译:功能磁共振成像研究涉及明显的口头反应的实验设计和处理策略。

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摘要

Event-related paradigms have been used increasingly in the past few years for the localization of function in tasks involving overt speech. These designs exploit the differences in the temporal characteristics between the rapid motion-induced and the slower hemodynamic signal changes. The optimization of these designs and the best way to analyze the acquired data has not yet been fully explored. The purpose of this study is to investigate various design and analysis strategies for maximizing the detection of function while minimizing task-induced motion artifacts. Both event-related and blocked paradigms can be specifically designed to meet these goals. Various event-related and blocked designs were compared both in simulation and in experiments involving overt word reading in their ability to detect function and to avoid speech-induced motion artifact. A blocked design with task and control durations of 10 s and an event-related design with a minimum stimulus duration (SD) of 5 s and an average interstimulus interval (ISI) of 10 s were found to optimally detect blood oxygenation level-dependent signal changes without significant motion artifact. Ignoring images acquired during the speech can help recover function in areas particularly affected by motion but substantially reduces the detection power in other regions. Using the stimulus timing as an additional regressor to model the motion offers little benefit in practice due to the variability of the motion-induced signal change.
机译:在过去几年中,与事件相关的范例已越来越多地用于涉及公开语音的任务中的功能定位。这些设计利用了快速运动引起的和较慢的血液动力学信号变化之间的时间特性差异。这些设计的优化和分析所采集数据的最佳方法尚未得到充分探索。这项研究的目的是研究各种设计和分析策略,以最大程度地检测功能,同时最大程度地减少任务诱发的运动伪像。与事件相关的范例和受阻止的范例均可经过专门设计以实现这些目标。在仿真和涉及公开单词阅读的实验中,比较了各种事件相关和阻止的设计在检测功能和避免语音引起的运动伪像方面的能力。发现任务和控制持续时间为10 s的阻塞设计以及最小刺激持续时间(SD)为5 s和平均刺激间隔(ISI)为10 s的事件相关设计可以最佳地检测依赖于血液氧合水平的信号没有明显的运动伪影的情况下进行更改。忽略语音期间获取的图像可以帮助恢复特别受运动影响的区域的功能,但会大大降低其他区域的检测能力。由于运动引起的信号变化的可变性,使用刺激定时作为附加回归模型来对运动进行建模在实践中几乎没有好处。

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