Dynamic functional connectivity: why the controversy?
Neurons and Cognition
2023-06-28 v1
Authors:
Diego Vidaurre
Abstract
In principle, dynamic functional connectivity in fMRI is just a statistical measure. A passer-by might think it to be a specialist topic, but it continues to attract widespread attention and spark controversy. Why?
Cite
@article{arxiv.2306.15485,
title = {Dynamic functional connectivity: why the controversy?},
author = {Diego Vidaurre},
journal= {arXiv preprint arXiv:2306.15485},
year = {2023}
}
Related papers
View all related →
Neurons and Cognition · Quantitative Biology
Dynamic Functional Connectivity
Christine Ahrends, Diego Vidaurre
2023-01-10
Neurons and Cognition · Quantitative Biology
Differential covariance: A new method to estimate functional connectivity in fMRI
Tiger w. Lin, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski
2020-06-23
Neurons and Cognition · Quantitative Biology
Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales
Manuel Morante, Kristian Frølich, Naveed ur Rehman
2024-09-09
Applications · Statistics
Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data
Søren F. V. Nielsen, Kristoffer H. Madsen, Rasmus Røge, Mikkel N. Schmidt +1
2016-06-09
Methodology · Statistics
The Statistical Analysis of fMRI Data
Martin A. Lindquist
2009-06-22
Applications · Statistics
Detection of brain functional-connectivity difference in post-stroke patients using group-level covariance modeling
Gaël Varoquaux, Flore Baronnet, Andreas Kleinschmidt, Pierre Fillard +1
2011-02-08
Methodology · Statistics
Functional Factor Modeling of Brain Connectivity
Kyle Stanley, Nicole Lazar, Matthew Reimherr
2024-09-24
Biological Physics · Physics
Dynamic Functional Connectivity Resolves Brain Integration-Segregation Trade-off Under Costly Links
Simachew Abebe Mengiste, Demian Battaglia
2026-04-14
Quantitative Methods · Quantitative Biology
A tutorial on group effective connectivity analysis, part 1: first level analysis with DCM for fMRI
Peter Zeidman, Amirhossein Jafarian, Nadège Corbin, Mohamed L. Seghier +3
2019-07-15
Medical Physics · Physics
Functional Brain Imaging: A Comprehensive Survey
Saman Sarraf, Jian Sun
2016-04-01
Neurons and Cognition · Quantitative Biology
Learning and comparing functional connectomes across subjects
Gaël Varoquaux, R. C. Craddock
2013-04-16
Applications · Statistics
Brain Functional Connectivity Estimation Utilizing Diffusion Kernels on a Structural Connectivity Graph
Nathan Tung, Jerome Sanes, Eli Upfal, Ani Eloyan
2023-01-24
Neurons and Cognition · Quantitative Biology
fMRI-based Static and Dynamic Functional Connectivity Analysis for Post-stroke Motor Dysfunction Patient: A Review
Kaichao Wu, Beth Jelfs, Katrina Neville, John Q. Fang
2023-01-19
Neurons and Cognition · Quantitative Biology
Learning about Learning: Human Brain Sub-Network Biomarkers in fMRI Data
Petko Bogdanov, Nazli Dereli, Danielle S. Bassett, Scott T. Grafton +1
2014-07-22
Chemical Physics · Physics
Perspective on density functional theory
Kieron Burke
2015-06-03
Applications · Statistics
A state-space model for dynamic functional connectivity
Sourish Chakravarty, Zachary D. Threlkeld, Yelena G. Bodien, Brian L. Edlow +1
2019-12-13
Neurons and Cognition · Quantitative Biology
An Algebraic Topological Method for Multimodal Brain Networks Comparisons
Tiago Simas, Mario Chavez, Pablo Rodriguez, Albert Diaz-Guilera
2015-04-13
Statistics Theory · Mathematics
Information theoretic interpretation of frequency domain connectivity measures
Daniel Yasumasa Takahashi, Luiz Antonio Baccalá, Koichi Sameshima
2010-12-03
Applications · Statistics
Population-level Task-evoked Functional Connectivity via Fourier Analysis
Kun Meng, Ani Eloyan
2024-03-26
Social and Information Networks · Computer Science
Small-world topology of functional connectivity in randomly connected dynamical systems
Jaroslav Hlinka, David Hartman, Milan Paluš
2017-02-28
Neurons and Cognition · Quantitative Biology
Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis
Haokai Zhao, Haowei Lou, Lina Yao, Yu Zhang
2024-10-01
Neurons and Cognition · Quantitative Biology
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity
Leonardo Novelli, Karl Friston, Adeel Razi
2023-09-07
Machine Learning · Computer Science
Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state
Guiran Liu, Binrong Zhu
2024-12-02
Computer Vision and Pattern Recognition · Computer Science
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
2024-10-30
Methodology · Statistics
Dynamic functional brain connectivity results depend on modeling assumptions: comparing frequentist and Bayesian hypothesis tests
Hester Huijsdens, Linda Geerligs, Max Hinne
2025-12-02