OpenTalks #23

内容来源:OpenScience

EEGManyPipelines:评估不同EEG分析流程及其影响

你是否听说了前不久发表在Nature上有关fMRI分析多样性的NARPS研究呢(见Opentalks首期)?你是否也想参加类似的国际多中心合作却不知如何参与呢?本期OpenTalks我们邀请到了EEGManyPipelines(www.eegmanypipelines.org)的负责人杨毓芳博士来为我们介绍EEGManyPipelines的方方面面。此外,杨毓芳博士还会在报告之后和大家分享华人学者(尤其是华人女性学者)在欧洲求学与科研过程中面临的机遇和挑战。

本次报告语言为英文。

报告信息


题目:EEGManyPipelines: Assessing the various EEG analysis pipelines and their impact on the results
EEGManyPipelines:评估不同EEG分析流程及其影响

报告语言:英文

报告人:杨毓芳 博士

博士毕业于法国巴黎-萨克雷大学(Université Paris-Saclay),主要使用眼动结合脑电的研究方法探讨情绪与面孔识别的机制。2018-2020在比利时瓦隆区鲁汶大学(Université de Catholique de Louvain)以及2020至今在德国维尔茨堡大学(Universität Würzburg)从事博士后研究工作。

https://www.psychologie.uni-wuerzburg.de/expklin/personen/yu-fang-yang/

https://www.yu-fang-yang.com/

摘要

In psychophysiological research, electroencephalography (EEG) is commonly employed. The analytical flexibility of EEG, on the other hand, has called into question the robustness of EEG conclusions. Because there are so many different ways to handle and analyze EEG data, analysis pipelines differ a lot from study to study. To what extent alternative, plausible pipelines create various conclusions and assumptions is still unknown. Other recent initiatives employing multiple independent analysis teams to study a) how different analysts approach a given data set and b) how analysis methodologies affect the resulting results inspired the EEGManyPipelines project. EEGManyPipelines is a new effort that focuses on EEG research. Participants in this project will be given access to an EEG dataset and asked to analyze it using an analysis pipeline that they believe is appropriate for their research. Participants will then send us their findings as well as a thorough explanation of the analysis pipeline. These reports will be used to map the variety of analytic pipelines as well as the impact of pipeline parameters on the final results. EEGManyPipelines will assist examine the robustness of EEG findings across alternative studies, identify (sub)optimal analysis pipelines, and develop standards for describing EEG analyses in publications in this way. As a result, we anticipate that EEGManyPipelines will contribute to increasing the credibility of EEG research and the quality of analysis, as well as inspiring new guidelines for conducting and publishing EEG investigations. Given the extensive use of EEG in human cognitive neuroscience and psychology, this initiative is both relevant and important, and will benefit the cognitive neuroscience community.

时间

北京时间[GMT+8] 07月13日(周二) 19:30~21:00
欧洲中部时间[CEST] 07月13日(周二) 13:30~15:00
美国东部时间[EDT] 07月13日(周二) 07:30~09:00

zoom信息:Meeting ID: 913 9401 0836

报告流程:90分钟

主持人:张磊 博士

维也纳大学心理学院博士后。主要研究复杂社会行为的认知计算机制。


组织团队(按姓氏首字母倒序排列)

OpenScience学术策划小组

张磊 (博士), University of Vienna, Austria

张晗(博士), A*STAR, Singapore

王鑫迪(博士), 北京慧脑云

王庆(博士), MNI, Canada

金海洋(博士), NYU Abu Dhabi, UAE

胡传鹏(博士), 南京师范大学

耿海洋(博士), HongKong University

金淑娴, Vrije Universiteit Amsterdam, the Netherlands

杨金骉, MPI Psycholinguistics, the Netherlands

NeuroChat团队

张文昊(University of Chicago, USA)

张洳源(上海交通大学心理与行为科学研究院)

张磊(University of Vienna, AUT)

应浩江(苏州大学心理学系)

徐婷(Child Mind Institute, USA)

王鑫迪(北京慧脑云)

滕相斌(MPI for Human Development, DEU)

鲁彬(中国科学院心理研究所)

孔祥祯(浙江大学心理与行为科学系)

胡传鹏(南京师范大学心理学院)

邸新(New Jersey Institute of Technology, USA)