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在基于任务的儿科功能磁共振成像中减少噪声;发育障碍青少年与发育正常青少年。

Minimizing noise in pediatric task-based functional MRI; Adolescents with developmental disabilities and typical development.

作者信息

Fassbender Catherine, Mukherjee Prerona, Schweitzer Julie B

机构信息

Department of Psychiatry and Behavioral Sciences, United States; UC Davis MIND Institute, United States; UC Davis Imaging Research Center, United States.

Department of Psychiatry and Behavioral Sciences, United States; UC Davis MIND Institute, United States.

出版信息

Neuroimage. 2017 Apr 1;149:338-347. doi: 10.1016/j.neuroimage.2017.01.021. Epub 2017 Jan 24.

Abstract

Functional Magnetic Resonance Imaging (fMRI) represents a powerful tool with which to examine brain functioning and development in typically developing pediatric groups as well as children and adolescents with clinical disorders. However, fMRI data can be highly susceptible to misinterpretation due to the effects of excessive levels of noise, often related to head motion. Imaging children, especially with developmental disorders, requires extra considerations related to hyperactivity, anxiety and the ability to perform and maintain attention to the fMRI paradigm. We discuss a number of methods that can be employed to minimize noise, in particular movement-related noise. To this end we focus on strategies prior to, during and following the data acquisition phase employed primarily within our own laboratory. We discuss the impact of factors such as experimental design, screening of potential participants and pre-scan training on head motion in our adolescents with developmental disorders and typical development. We make some suggestions that may minimize noise during data acquisition itself and finally we briefly discuss some current processing techniques that may help to identify and remove noise in the data. Many advances have been made in the field of pediatric imaging, particularly with regard to research involving children with developmental disorders. Mindfulness of issues such as those discussed here will ensure continued progress and greater consistency across studies.

摘要

功能磁共振成像(fMRI)是一种强大的工具,可用于研究正常发育的儿童群体以及患有临床疾病的儿童和青少年的大脑功能与发育。然而,由于过高水平的噪声影响(通常与头部运动有关),fMRI数据极易被误解。对儿童进行成像,尤其是对患有发育障碍的儿童进行成像,需要额外考虑多动、焦虑以及执行和保持对fMRI范式的注意力的能力等因素。我们讨论了一些可用于将噪声降至最低的方法,特别是与运动相关的噪声。为此,我们重点关注主要在我们自己实验室中采用的数据采集阶段之前、期间和之后的策略。我们讨论了诸如实验设计、潜在参与者的筛选以及预扫描训练等因素对我们患有发育障碍和发育正常的青少年头部运动的影响。我们提出了一些可能在数据采集过程中使噪声最小化的建议,最后我们简要讨论了一些当前可能有助于识别和去除数据中噪声的处理技术。儿科成像领域已经取得了许多进展,特别是在涉及患有发育障碍儿童的研究方面。关注此处讨论的此类问题将确保研究持续取得进展并在各项研究之间保持更高的一致性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5fbc/5422202/a7ece18ec3d8/nihms851832f1.jpg

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