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MRIES: A Matlab Toolbox for Mapping the Responses to Intracranial Electrical Stimulation
Kaijia Sun1,2; Haixiang Wang3; Yunxian Bai2; Wenjing Zhou3; Liang Wang2,4
第一作者Kaijia Sun
通讯作者邮箱lwang@psych.ac.cn (liang wang)
心理所单位排序2
摘要

Propose Directed cortical responses to intracranial electrical stimulation are a good standard for mapping inter-regional direct connectivity. Cortico-cortical evoked potential (CCEP), elicited by single pulse electrical stimulation (SPES), has been widely used to map the normal and abnormal brain effective network. However, automated processing of CCEP datasets and visualization of connectivity results remain challenging for researchers and clinicians. In this study, we develop a Matlab toolbox named MRIES (Mapping the Responses to Intracranial Electrical Stimulation) to automatically process CCEP data and visualize the connectivity results. Method The MRIES integrates the processing pipeline of the CCEP datasets and various methods for connectivity calculation based on low- and high-frequency signals with stimulation artifacts removed. The connectivity matrices are saved in different folders for visualization. Different visualization patterns (connectivity matrix, circle map, surface map, and volume map) are also integrated to the graphical user interface (GUI), which makes it easy to intuitively display and compare different connectivity measurements. Furthermore, one sample CCEP data set collected from eight epilepsy patients is used to validate the MRIES toolbox. Result We show the GUI and visualization functions of MRIES using one example CCEP data that has been described in a complete tutorial. We applied this toolbox to the sample CCEP data set to investigate the direct connectivity between the medial temporal lobe and the insular cortex. We find bidirectional connectivity between MTL and insular that are consistent with the findings of previous studies. Conclusion MRIES has a friendly GUI and integrates the full processing pipeline of CCEP data and various visualization methods. The MRIES toolbox, tutorial, and example data can be freely downloaded. As an open-source package, MRIES is expected to improve the reproducibility of CCEP findings and facilitate clinical translation.

关键词electrical stimulation cortico-cortical evoked potential Epilepsy SEEG functional connectivity
2021
DOI10.3389/fnins.2021.652841
发表期刊FRONTIERS IN NEUROSCIENCE
卷号15页码:11
期刊论文类型实证研究
收录类别SCI
WOS分区Q2
Q分类Q2
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://ir.psych.ac.cn/handle/311026/42584
专题中国科学院心理健康重点实验室
通讯作者Liang Wang
作者单位1.School of Systems Science, Beijing Normal University, Beijing, China
2.CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China
3.Epilepsy Center, Tsinghua University Yuquan Hospital, Beijing, China
4.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
第一作者单位中国科学院心理健康重点实验室
通讯作者单位中国科学院心理健康重点实验室
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GB/T 7714
Kaijia Sun,Haixiang Wang,Yunxian Bai,et al. MRIES: A Matlab Toolbox for Mapping the Responses to Intracranial Electrical Stimulation[J]. FRONTIERS IN NEUROSCIENCE,2021,15:11.
APA Kaijia Sun,Haixiang Wang,Yunxian Bai,Wenjing Zhou,&Liang Wang.(2021).MRIES: A Matlab Toolbox for Mapping the Responses to Intracranial Electrical Stimulation.FRONTIERS IN NEUROSCIENCE,15,11.
MLA Kaijia Sun,et al."MRIES: A Matlab Toolbox for Mapping the Responses to Intracranial Electrical Stimulation".FRONTIERS IN NEUROSCIENCE 15(2021):11.
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文件名: MRIES_ A Matlab Toolbox for Mapping the Responses to Intracranial Electrical Stimulation. Frontiers in Neuroscience.pdf
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