(Q30655681)

12 October 2017

Is Granger causality a viable technique for analyzing fMRI data? (English)

1 reference

12 October 2017

Xiaotong Wen

1

1 reference

12 October 2017

Govindan Rangarajan

series ordinal

2

1 reference

12 October 2017

Mingzhou Ding

series ordinal

3

1 reference

12 October 2017

language of work or name

English

0 references

publication date

4 July 2013

1 reference

12 October 2017

1 reference

12 October 2017

8

1 reference

12 October 2017

7

1 reference

12 October 2017

e67428

1 reference

Creative Commons Attribution 4.0 International

12 October 2017

start time

4 July 2013

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

cites work

Top-down regulation of default mode activity in spatial visual attention

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Analysing connectivity with Granger causality and dynamic causal modelling

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Measuring relative timings of brain activities using fMRI

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The network architecture of cortical processing in visuo-spatial reasoning

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Exploring resting-state functional connectivity with total interdependence

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Causal interactions in attention networks predict behavioral performance.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Altered connectivity pattern of hubs in default-mode network with Alzheimer's disease: an Granger causality modeling approach

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Granger causality analysis implementation on MATLAB: a graphic user interface toolkit for fMRI data processing

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Causality analysis of neural connectivity: critical examination of existing methods and advances of new methods

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Neuronal mechanisms and attentional modulation of corticothalamic α oscillations

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Alcohol induced region-dependent alterations of hemodynamic response: implications for the statistical interpretation of pharmacological fMRI studies

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Investigating neural primacy in Major Depressive Disorder: multivariate Granger causality analysis of resting-state fMRI time-series data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Functional MRI and multivariate autoregressive models.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Selective averaging of rapidly presented individual trials using fMRI.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Wiener-Granger causality: a well established methodology

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Task-dependent individual differences in prefrontal connectivity

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The effect of filtering on Granger causality based multivariate causality measures

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Effect of hemodynamic variability on Granger causality analysis of fMRI.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Investigating hemodynamic response variability at the group level using basis functions

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Dynamic causal modeling and Granger causality Comments on: the identification of interacting networks in the brain using fMRI: model selection, causality and deconvolution

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The Effects of Computational Method, Data Modeling, and TR on Effective Connectivity Results

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Detecting directional influence in fMRI connectivity analysis using PCA based Granger causality.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Denoising neural data with state-space smoothing: method and application

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Identifying neural drivers with functional MRI: an electrophysiological validation

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Sequential activation of human oculomotor centers during planning of visually-guided eye movements: a combined fMRI-MEG study

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Top-down control of human visual cortex by frontal and parietal cortex in anticipatory visual spatial attention

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Neuronal mechanisms of cortical alpha oscillations in awake-behaving macaques

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Mapping and correction of vascular hemodynamic latency in the BOLD signal

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The reorienting system of the human brain: from environment to theory of mind

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The impact of temporal regularization on estimates of the BOLD hemodynamic response function: a comparative analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

A core system for the implementation of task sets

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Frequency decomposition of conditional Granger causality and application to multivariate neural field potential data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Control of goal-directed and stimulus-driven attention in the brain

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

The distinct modes of vision offered by feedforward and recurrent processing

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Functions of the primate temporal lobe cortical visual areas in invariant visual object and face recognition

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Hippocampo-cortical and cortico-cortical backprojections

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Memory systems in the brain

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Mental chronometry using latency-resolved functional MRI.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Calibrated functional MRI: mapping the dynamics of oxidative metabolism

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Linear systems analysis of functional magnetic resonance imaging in human V1.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Investigating Causal Relations by Econometric Models and Cross-spectral Methods

20 June 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Mapping directed influence over the brain using Granger causality and fMRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Network modelling methods for FMRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

fMRI connectivity, meaning and empiricism Comments on: Roebroeck et al. The identification of interacting networks in the brain using fMRI: model selection, causality and deconvolution.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

The variability of human, BOLD hemodynamic responses.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

The danger of systematic bias in group-level FMRI-lag-based causality estimation

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Mitigating the effects of measurement noise on Granger causality.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

The effect of intra- and inter-subject variability of hemodynamic responses on group level Granger causality analyses

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Neural correlates of cognitive efficiency.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Estimating the Dimension of a Model

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Viewing lip forms: cortical dynamics.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Frontal-parietal activation differences observed before the execution of remembered saccades: an event-related potentials study.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Granger causality analysis of fMRI BOLD signals is invariant to hemodynamic convolution but not downsampling

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Building memories: remembering and forgetting of verbal experiences as predicted by brain activity.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Increased sensitivity in neuroimaging analyses using robust regression.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Modeling low-frequency fluctuation and hemodynamic response timecourse in event-related fMRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Reproducibility of BOLD signal change induced by breath holding

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

A hypercapnia-based normalization method for improved spatial localization of human brain activation with fMRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Hypercapnic normalization of BOLD fMRI: comparison across field strengths and pulse sequences.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Granger causal influence predicts BOLD activity levels in the default mode network.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0067428

Coherence between fMRI time-series distinguishes two spatial working memory networks.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Visual response properties of single neurons in the temporal pole of behaving monkeys

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3701552

Degradation of stimulus selectivity of visual cortical cells in senescent rhesus monkeys

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23861763

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Electroencephalography/magnetoencephalography study of cortical activities preceding prosaccades and antisaccades

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23861763

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1371/JOURNAL.PONE.0067428

1 reference

12 October 2017

0 references

1 reference

12 October 2017

PubMed publication ID

23861763

1 reference