Mark W. Woolrich

Orcid: 0000-0001-8460-8854

Affiliations:
  • University of Oxford, Oxford Centre for Human Brain Activity (OHBA)


According to our database1, Mark W. Woolrich authored at least 105 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning.
CoRR, 2024

Foundational GPT Model for MEG.
CoRR, 2024

2023
Interpretable many-class decoding for MEG.
NeuroImage, November, 2023

Multi-modal and multi-model interrogation of large-scale functional brain networks.
NeuroImage, August, 2023

2022
The relationship between frequency content and representational dynamics in the decoding of neurophysiological data.
NeuroImage, 2022

Mixtures of large-scale dynamic functional brain network modes.
NeuroImage, 2022

Microstates and power envelope hidden Markov modeling probe bursting brain activity at different timescales.
NeuroImage, 2022

Data and model considerations for estimating time-varying functional connectivity in fMRI.
NeuroImage, 2022

Multi-dynamic modelling reveals strongly time-varying resting fMRI correlations.
Medical Image Anal., 2022

Generalizing Brain Decoding Across Subjects with Deep Learning.
CoRR, 2022

2021
Dynamic analysis on simultaneous iEEG-MEG data via hidden Markov model.
NeuroImage, 2021

Behavioural relevance of spontaneous, transient brain network interactions in fMRI.
NeuroImage, 2021

Hierarchical modelling of functional brain networks in population and individuals from big fMRI data.
NeuroImage, 2021

EMD: Empirical Mode Decomposition and Hilbert-Huang Spectral Analyses in Python.
J. Open Source Softw., 2021

2020
The role of transient spectral 'bursts' in functional connectivity: A magnetoencephalography study.
NeuroImage, 2020

Optimising network modelling methods for fMRI.
NeuroImage, 2020

Post-stimulus beta responses are modulated by task duration.
NeuroImage, 2020

Spontaneous network activity.
NeuroImage, 2020

Modelling subject variability in the spatial and temporal characteristics of functional modes.
NeuroImage, 2020

Transient spectral events in resting state MEG predict individual task responses.
NeuroImage, 2020

The FMRIB Variational Bayesian Inference Tutorial II: Stochastic Variational Bayes.
CoRR, 2020

2019
Tracking dynamic brain networks using high temporal resolution MEG measures of functional connectivity.
NeuroImage, 2019

Do the posterior midline cortices belong to the electrophysiological default-mode network?
NeuroImage, 2019

A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates.
NeuroImage, 2019

2018
A biophysical model of dynamic balancing of excitation and inhibition in fast oscillatory large-scale networks.
PLoS Comput. Biol., 2018

Discovering dynamic brain networks from big data in rest and task.
NeuroImage, 2018

Directed functional connectivity using dynamic graphical models.
NeuroImage, 2018

Dynamics of large-scale electrophysiological networks: A technical review.
NeuroImage, 2018

Bayesian Optimisation of Large-Scale Biophysical Networks.
NeuroImage, 2018

Disambiguating brain functional connectivity.
NeuroImage, 2018

Distinct criticality of phase and amplitude dynamics in the resting brain.
NeuroImage, 2018

Multi-subject hierarchical inverse covariance modelling improves estimation of functional brain networks.
NeuroImage, 2018

Mapping and interpreting the dynamic connectivity of the brain.
NeuroImage, 2018

Altered temporal stability in dynamic neural networks underlies connectivity changes in neurodevelopment.
NeuroImage, 2018

Decoding Movement States in Stepping Cycles Based on Subthalamic LFPs in Parkinsonian Patients.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Measurement of dynamic task related functional networks using MEG.
NeuroImage, 2017

Using generative models to make probabilistic statements about hippocampal engagement in MEG.
NeuroImage, 2017

Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data.
NeuroImage, 2017

Investigations into within- and between-subject resting-state amplitude variations.
NeuroImage, 2017

2016
Spectrally resolved fast transient brain states in electrophysiological data.
NeuroImage, 2016

Integrating cross-frequency and within band functional networks in resting-state MEG: A multi-layer network approach.
NeuroImage, 2016

How reliable are MEG resting-state connectivity metrics?
NeuroImage, 2016

2015
Dynamic recruitment of resting state sub-networks.
NeuroImage, 2015

Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex.
NeuroImage, 2015

Large-scale Probabilistic Functional Modes from resting state fMRI.
NeuroImage, 2015

A symmetric multivariate leakage correction for MEG connectomes.
NeuroImage, 2015

Probabilistic non-linear registration with spatially adaptive regularisation.
Medical Image Anal., 2015

Frontoparietal and Cingulo-opercular Networks Play Dissociable Roles in Control of Working Memory.
J. Cogn. Neurosci., 2015

2014
Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment.
NeuroImage, 2014

Optimising beamformer regions of interest analysis.
NeuroImage, 2014

How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest.
NeuroImage, 2014

Non-Gaussian probabilistic MEG source localisation based on kernel density estimation.
NeuroImage, 2014

Multi-session statistics on beamformed MEG data.
NeuroImage, 2014

Exploring mechanisms of spontaneous functional connectivity in MEG: How delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations.
NeuroImage, 2014

Measuring temporal, spectral and spatial changes in electrophysiological brain network connectivity.
NeuroImage, 2014

MVPA to enhance the study of rare cognitive events: An investigation of experimental PTSD.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

2013
RubiX: Combining Spatial Resolutions for Bayesian Inference of Crossing Fibers in Diffusion MRI.
IEEE Trans. Medical Imaging, 2013

Ensemble Learning Incorporating Uncertain Registration.
IEEE Trans. Medical Imaging, 2013

Trial-Type Dependent Frames of Reference for Value Comparison.
PLoS Comput. Biol., 2013

Biophysical network models and the human connectome.
NeuroImage, 2013

Dynamic state allocation for MEG source reconstruction.
NeuroImage, 2013

Resting-state fMRI in the Human Connectome Project.
NeuroImage, 2013

Adding dynamics to the Human Connectome Project with MEG.
NeuroImage, 2013

Using variance information in magnetoencephalography measures of functional connectivity.
NeuroImage, 2013

Set-level threshold-free tests on the intrinsic volumes of SPMs.
NeuroImage, 2013

Utility of Partial Correlation for Characterising Brain Dynamics: MVPA-based Assessment of Regularisation and Network Selection.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A non-Gaussian LCMV beamformer for MEG source reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2013

A new approach to the fusion of EEG and MEG signals using the LCMV beamformer.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Fusion of Magnetometer and Gradiometer Sensors of MEG in the Presence of Multiplicative Error.
IEEE Trans. Biomed. Eng., 2012

Bayesian inference in FMRI.
NeuroImage, 2012

The danger of systematic bias in group-level FMRI-lag-based causality estimation.
NeuroImage, 2012

Probabilistic inference of regularisation in non-rigid registration.
NeuroImage, 2012

Inferring task-related networks using independent component analysis in magnetoencephalography.
NeuroImage, 2012

NeuroImage, 2012

Benefits of multi-modal fusion analysis on a large-scale dataset: Life-span patterns of inter-subject variability in cortical morphometry and white matter microstructure.
NeuroImage, 2012

Task-driven ICA feature generation for accurate and interpretable prediction using fMRI.
NeuroImage, 2012

Measuring functional connectivity in MEG: A multivariate approach insensitive to linear source leakage.
NeuroImage, 2012

Task induced modulation of neural oscillations in electrophysiological brain networks.
NeuroImage, 2012

A fast analysis method for non-invasive imaging of blood flow in individual cerebral arteries using vessel-encoded arterial spin labelling angiography.
Medical Image Anal., 2012

A probabilistic non-rigid registration framework using local noise estimates.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Using Gaussian-Process Regression for Meta-Analytic Neuroimaging Inference Based on Sparse Observations.
IEEE Trans. Medical Imaging, 2011

MEG beamforming using Bayesian PCA for adaptive data covariance matrix regularization.
NeuroImage, 2011

Network modelling methods for FMRI.
NeuroImage, 2011

Linked independent component analysis for multimodal data fusion.
NeuroImage, 2011

Probabilistic Segmentation Propagation from Uncertainty in Registration.
Proceedings of the Medical Image Understanding and Analysis, 2011

Longitudinal Brain MRI Analysis with Uncertain Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A fast solution to robust minimum variance beamformer and application to simultaneous MEG and local field potential.
Proceedings of the IEEE International Conference on Acoustics, 2011

2009
Variational Bayesian Inference for a Nonlinear Forward Model.
IEEE Trans. Signal Process., 2009

Bayesian analysis of neuroimaging data in FSL.
NeuroImage, 2009

Erratum to "Bayesian deconvolution of fMRI data using bilinear dynamical systems" [NeuroImage 42 (2008) 1381-1396].
NeuroImage, 2009

Multiple-subjects connectivity-based parcellation using hierarchical Dirichlet process mixture models.
NeuroImage, 2009

Combined spatial and non-spatial prior for inference on MRI time-series.
NeuroImage, 2009

Vascular Territory Image Analysis Using Vessel Encoded Arterial Spin Labeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Robust group analysis using outlier inference.
NeuroImage, 2008

Bayesian deconvolution fMRI data using bilinear dynamical systems.
NeuroImage, 2008

2007
Meaningful design and contrast estimability in FMRI.
NeuroImage, 2007

A Bayesian framework for global tractography.
NeuroImage, 2007

Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?
NeuroImage, 2007

2006
Variational bayes inference of spatial mixture models for segmentation.
IEEE Trans. Medical Imaging, 2006

2005
Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data.
IEEE Trans. Medical Imaging, 2005

2004
Fully Bayesian spatio-temporal modeling of FMRI data.
IEEE Trans. Medical Imaging, 2004

Constrained linear basis sets for HRF modelling using Variational Bayes.
NeuroImage, 2004

Multilevel linear modelling for FMRI group analysis using Bayesian inference.
NeuroImage, 2004

2001
Temporal Autocorrelation in Univariate Linear Modeling of FMRI Data.
NeuroImage, 2001


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