Suppr超能文献

使用复制动态对功能成像数据进行荟萃分析。

Meta-analysis of functional imaging data using replicator dynamics.

作者信息

Neumann Jane, Lohmann Gabriele, Derrfuss Jan, von Cramon D Yves

机构信息

Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.

出版信息

Hum Brain Mapp. 2005 May;25(1):165-73. doi: 10.1002/hbm.20133.

Abstract

Despite the rapidly growing number of meta-analyses in functional neuroimaging, the field lacks formal mathematical tools for the quantitative and qualitative evaluation of meta-analytic data. We propose to use replicator dynamics in the meta-analysis of functional imaging data to address an important aspect of neuroimaging research, the search for functional networks of cortical areas that underlie a specific cognitive task. The replicator process requires as input only a list of activation locations, and it results in a network of locations that jointly show significant activation in most studies included in the meta-analysis. These locations are likely to play a critical role in solving the investigated cognitive task. Our method was applied to a meta-analysis of the Stroop interference task using data provided by the publicly accessible database BrainMap DBJ.

摘要

尽管功能神经影像学领域的荟萃分析数量迅速增加,但该领域缺乏用于对荟萃分析数据进行定量和定性评估的正式数学工具。我们建议在功能成像数据的荟萃分析中使用复制者动态,以解决神经影像学研究的一个重要方面,即寻找特定认知任务背后的皮质区域功能网络。复制者过程仅需要激活位置列表作为输入,并产生一个位置网络,在荟萃分析中纳入的大多数研究中,这些位置共同显示出显著激活。这些位置可能在解决所研究的认知任务中起关键作用。我们的方法应用于使用可公开访问的数据库BrainMap DBJ提供的数据对Stroop干扰任务进行的荟萃分析。

相似文献

1
Meta-analysis of functional imaging data using replicator dynamics.
Hum Brain Mapp. 2005 May;25(1):165-73. doi: 10.1002/hbm.20133.
2
Affective mapping: An activation likelihood estimation (ALE) meta-analysis.
Brain Cogn. 2017 Nov;118:137-148. doi: 10.1016/j.bandc.2015.04.006. Epub 2015 Jun 11.
3
Behavior, sensitivity, and power of activation likelihood estimation characterized by massive empirical simulation.
Neuroimage. 2016 Aug 15;137:70-85. doi: 10.1016/j.neuroimage.2016.04.072. Epub 2016 May 11.
5
Identifying functional subdivisions in the human brain using meta-analytic activation modeling-based parcellation.
Neuroimage. 2016 Jan 1;124(Pt A):300-309. doi: 10.1016/j.neuroimage.2015.08.027. Epub 2015 Aug 18.
6
Estimating the prevalence of missing experiments in a neuroimaging meta-analysis.
Res Synth Methods. 2020 Nov;11(6):866-883. doi: 10.1002/jrsm.1448. Epub 2020 Sep 27.
9
A novel meta-analytic approach: mining frequent co-activation patterns in neuroimaging databases.
Neuroimage. 2014 Apr 15;90:390-402. doi: 10.1016/j.neuroimage.2013.12.024. Epub 2013 Dec 21.
10
Group replicator dynamics: a novel group-wise evolutionary approach for sparse brain network detection.
IEEE Trans Med Imaging. 2012 Mar;31(3):576-85. doi: 10.1109/TMI.2011.2173699. Epub 2011 Oct 27.

引用本文的文献

1
Finding Cortical Subregions Regarding the Dorsal Language Pathway Based on the Structural Connectivity.
Front Hum Neurosci. 2022 May 2;16:784340. doi: 10.3389/fnhum.2022.784340. eCollection 2022.
2
Role of Inferior Frontal Junction (IFJ) in the Control of Feature versus Spatial Attention.
J Neurosci. 2021 Sep 22;41(38):8065-8074. doi: 10.1523/JNEUROSCI.2883-20.2021. Epub 2021 Aug 11.
4
Network localization of heterogeneous neuroimaging findings.
Brain. 2019 Jan 1;142(1):70-79. doi: 10.1093/brain/awy292.
5
Childhood trauma moderates inhibitory control and anterior cingulate cortex activation during stress.
Neuroimage. 2019 Jan 15;185:111-118. doi: 10.1016/j.neuroimage.2018.10.049. Epub 2018 Oct 19.
7
Behavioral and Brain Activity Indices of Cognitive Control Deficits in Binge Drinkers.
Brain Sci. 2018 Jan 4;8(1):9. doi: 10.3390/brainsci8010009.
9
Co-Activation-Based Parcellation of the Lateral Prefrontal Cortex Delineates the Inferior Frontal Junction Area.
Cereb Cortex. 2016 May;26(5):2225-2241. doi: 10.1093/cercor/bhv073. Epub 2015 Apr 21.
10
Meta-analysis in human neuroimaging: computational modeling of large-scale databases.
Annu Rev Neurosci. 2014;37:409-34. doi: 10.1146/annurev-neuro-062012-170320.

本文引用的文献

1
Functional volumes modeling: theory and preliminary assessment.
Hum Brain Mapp. 1997;5(4):306-11. doi: 10.1002/(SICI)1097-0193(1997)5:4<306::AID-HBM17>3.0.CO;2-B.
2
Approximating the maximum weight clique using replicator dynamics.
IEEE Trans Neural Netw. 2000;11(6):1228-41. doi: 10.1109/72.883403.
3
Neuroimaging of performance monitoring: error detection and beyond.
Cortex. 2004 Sep-Dec;40(4-5):593-604. doi: 10.1016/s0010-9452(08)70155-2.
5
Zen and the art of medical image registration: correspondence, homology, and quality.
Neuroimage. 2003 Nov;20(3):1425-37. doi: 10.1016/j.neuroimage.2003.07.014.
6
Within-subject variability of BOLD response dynamics.
Neuroimage. 2003 Jul;19(3):784-96. doi: 10.1016/s1053-8119(03)00177-0.
8
Functional heterogeneity within Broca's area during verbal working memory.
Physiol Behav. 2002 Dec;77(4-5):635-9. doi: 10.1016/s0031-9384(02)00899-5.
10
Meta-analysis of the functional neuroanatomy of single-word reading: method and validation.
Neuroimage. 2002 Jul;16(3 Pt 1):765-80. doi: 10.1006/nimg.2002.1131.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验