Stephen M. Smith

Affiliations:
  • University of Oxford, UK


According to our database1, Stephen M. Smith authored at least 157 papers between 1992 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Accurate predictions of individual differences in task-evoked brain activity from resting-state fMRI using a sparse ensemble learner.
NeuroImage, 2022

Causal inference on neuroimaging data with Mendelian randomisation.
NeuroImage, 2022

Deep neural networks learn general and clinically relevant representations of the ageing brain.
NeuroImage, 2022

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

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

The nonhuman primate neuroimaging and neuroanatomy project.
NeuroImage, 2021

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

The Human Connectome Project: A retrospective.
NeuroImage, 2021

Learning patterns of the ageing brain in MRI using deep convolutional networks.
NeuroImage, 2021

Confound modelling in UK Biobank brain imaging.
NeuroImage, 2021

Accurate brain age prediction with lightweight deep neural networks.
Medical Image Anal., 2021

Phenotype discovery from population brain imaging.
Medical Image Anal., 2021

Challenges for machine learning in clinical translation of big data imaging studies.
CoRR, 2021

ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans.
CoRR, 2021

2020
Permutation inference for canonical correlation analysis.
NeuroImage, 2020

Optimising network modelling methods for fMRI.
NeuroImage, 2020

Denoising scanner effects from multimodal MRI data using linked independent component analysis.
NeuroImage, 2020

A Symmetric Prior for the Regularisation of Elastic Deformations: Improved anatomical plausibility in nonlinear image registration.
NeuroImage, 2020

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

Multimodal MRI Template Creation in the Ring-Tailed Lemur and Rhesus Macaque.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Probabilistic TFCE: A generalized combination of cluster size and voxel intensity to increase statistical power.
NeuroImage, 2019

Estimation of brain age delta from brain imaging.
NeuroImage, 2019

Using GPUs to accelerate computational diffusion MRI: From microstructure estimation to tractography and connectomes.
NeuroImage, 2019

Classification of temporal ICA components for separating global noise from fMRI data: Reply to Power.
NeuroImage, 2019

Optimising neonatal fMRI data analysis: Design and validation of an extended dHCP preprocessing pipeline to characterise noxious-evoked brain activity in infants.
NeuroImage, 2019

Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project.
NeuroImage, 2019

Effective degrees of freedom of the Pearson's correlation coefficient under autocorrelation.
NeuroImage, 2019

Towards algorithmic analytics for large-scale datasets.
Nat. Mach. Intell., 2019

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

The Lifespan Human Connectome Project in Development: A large-scale study of brain connectivity development in 5-21 year olds.
NeuroImage, 2018

Directed functional connectivity using dynamic graphical models.
NeuroImage, 2018

Multimodal surface matching with higher-order smoothness constraints.
NeuroImage, 2018

Using temporal ICA to selectively remove global noise while preserving global signal in functional MRI data.
NeuroImage, 2018

Disambiguating brain functional connectivity.
NeuroImage, 2018

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

Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank.
NeuroImage, 2018

A Machine Learning Approach to Diffusion MRI Partial Volume Estimation.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

2017
Tradeoffs in pushing the spatial resolution of fMRI for the 7T Human Connectome Project.
NeuroImage, 2017

Distinct resting-state functional connections associated with episodic and visuospatial memory in older adults.
NeuroImage, 2017

Heterogeneous fractionation profiles of meta-analytic coactivation networks.
NeuroImage, 2017

Hand classification of fMRI ICA noise components.
NeuroImage, 2017

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

2016
Faster permutation inference in brain imaging.
NeuroImage, 2016

The brain functional connectome is robustly altered by lack of sleep.
NeuroImage, 2016

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

A multi-modal parcellation of human cerebral cortex.
Nat., 2016

2015
Multi-level block permutation.
NeuroImage, 2015

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

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

Attentional load modulates large-scale functional brain connectivity beyond the core attention networks.
NeuroImage, 2015

Classification of follicular lymphoma: the effect of computer aid on pathologists grading.
BMC Medical Informatics Decis. Mak., 2015

Functional Connectivity under Anticipation of Shock: Correlates of Trait Anxious Affect versus Induced Anxiety.
J. Cogn. Neurosci., 2015

2014
Permutation inference for the general linear model.
NeuroImage, 2014

Group-PCA for very large fMRI datasets.
NeuroImage, 2014

MSM: A new flexible framework for Multimodal Surface Matching.
NeuroImage, 2014

Optimizing full-brain coverage in human brain MRI through population distributions of brain size.
NeuroImage, 2014

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers.
NeuroImage, 2014

ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging.
NeuroImage, 2014

Resting State Correlates of Subdimensions of Anxious Affect.
J. Cogn. Neurosci., 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
Evaluation of slice accelerations using multiband echo planar imaging at 3 T.
NeuroImage, 2013

Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project.
NeuroImage, 2013

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

Introduction to the NeuroImage Special Issue "Mapping the Connectome".
NeuroImage, 2013

Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration.
NeuroImage, 2013

The WU-Minn Human Connectome Project: An overview.
NeuroImage, 2013

Spatially constrained hierarchical parcellation of the brain with resting-state fMRI.
NeuroImage, 2013

Function in the human connectome: Task-fMRI and individual differences in behavior.
NeuroImage, 2013

Pairwise likelihood ratios for estimation of non-Gaussian structural equation models.
J. Mach. Learn. Res., 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

Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
The effects of APOE on the functional architecture of the resting brain.
NeuroImage, 2012

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

The future of FMRI connectivity.
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

Age-related adaptations of brain function during a memory task are also present at rest.
NeuroImage, 2012

The Human Connectome Project: A data acquisition perspective.
NeuroImage, 2012

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

Resting-State FMRI Single Subject Cortical Parcellation Based on Region Growing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

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

Network modelling methods for FMRI.
NeuroImage, 2011

A Bayesian model of shape and appearance for subcortical brain segmentation.
NeuroImage, 2011

Diffusion imaging of whole, post-mortem human brains on a clinical MRI scanner.
NeuroImage, 2011

Adjusting the effect of nonstationarity in cluster-based and TFCE inference.
NeuroImage, 2011

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

Differential effects of the APOE genotype on brain function across the lifespan.
NeuroImage, 2011

DTI measures in crossing-fibre areas: Increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease.
NeuroImage, 2011

Behavioral Interpretations of Intrinsic Connectivity Networks.
J. Cogn. Neurosci., 2011

2010
Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease.
NeuroImage, 2010

Corrigendum to "Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease" [NeuroImage 49 (2010) 1-8].
NeuroImage, 2010

Genetics of microstructure of cerebral white matter using diffusion tensor imaging.
NeuroImage, 2010

Crossing fibres in tract-based spatial statistics.
NeuroImage, 2010

Longitudinal changes in grey and white matter during adolescence.
NeuroImage, 2010

Age-related changes in grey and white matter structure throughout adulthood.
NeuroImage, 2010

Corrigendum to "An evaluation of four automatic methods of segmenting the subcortical structures in the brain" [NeuroImage 47 (2009) 1435-1447].
NeuroImage, 2010

2009
Sampling and Visualizing Creases with Scale-Space Particles.
IEEE Trans. Vis. Comput. Graph., 2009

Bayesian analysis of neuroimaging data in FSL.
NeuroImage, 2009

Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference.
NeuroImage, 2009

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

Meta-analysis of neuroimaging data: A comparison of image-based and coordinate-based pooling of studies.
NeuroImage, 2009

An evaluation of four automatic methods of segmenting the subcortical structures in the brain.
NeuroImage, 2009

Performance Evaluation of Ensemble Empirical Mode Decomposition.
Adv. Data Sci. Adapt. Anal., 2009

Methods for Tractography-Driven Surface Registration of Brain Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Adjusting the Neuroimaging Statistical Inferences for Nonstationarity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Evidence for abnormalities of cortical development in adolescent-onset schizophrenia.
NeuroImage, 2008

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

Changes in white matter microstructure during adolescence.
NeuroImage, 2008

Reproducibility of fMRI in the clinical setting: Implications for trial designs.
NeuroImage, 2008

Enhanced brain extraction improves the accuracy of brain atrophy estimation.
NeuroImage, 2008

Applying the lattice Boltzmann technique to biofluids: A novel approach to simulate blood coagulation.
Comput. Math. Appl., 2008

Comparison and Evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007
Longitudinal and cross-sectional analysis of atrophy in Alzheimer's disease: Cross-validation of BSI, SIENA and SIENAX.
NeuroImage, 2007

Meaningful design and contrast estimability in FMRI.
NeuroImage, 2007

Signal and noise characteristics of SSFP FMRI: A comparison with GRE at multiple field strengths.
NeuroImage, 2007

Relationship between white matter fractional anisotropy and other indices of cerebral health in normal aging: Tract-based spatial statistics study of aging.
NeuroImage, 2007

Regional brain atrophy development is related to specific aspects of clinical dysfunction in multiple sclerosis.
NeuroImage, 2007

Discordant white matter N-acetylasparate and diffusion MRI measures suggest that chronic metabolic dysfunction contributes to axonal pathology in multiple sclerosis.
NeuroImage, 2007

Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data.
NeuroImage, 2006

fMRI resting state networks define distinct modes of long-distance interactions in the human brain.
NeuroImage, 2006

A consistent relationship between local white matter architecture and functional specialisation in medial frontal cortex.
NeuroImage, 2006

Numerical simulation of clotting processes: A lattice Boltzmann application in medical physics.
Math. Comput. Simul., 2006

Concurrent numerical simulation of flow and blood clotting using the lattice Boltzmann technique.
Int. J. Bioinform. Res. Appl., 2006

A Bayesian Cost Function Applied to Model-Based Registration of Sub-cortical Brain Structures.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

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

Removal of FMRI environment artifacts from EEG data using optimal basis sets.
NeuroImage, 2005

Tensorial extensions of independent component analysis for multisubject FMRI analysis.
NeuroImage, 2005

A comparison of the tissue classification and the segmentation propagation techniques in MRI brain image segmentation.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

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

Probabilistic independent component analysis for functional magnetic resonance imaging.
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

Relating neocortical pathology to disability progression in multiple sclerosis using MRI.
NeuroImage, 2004

A Framework for Detailed Objective Comparison of Non-rigid Registration Algorithms in Neuroimaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
On Bias in the Estimation of Autocorrelations for fMRI Voxel Time-Series Analysis.
NeuroImage, 2003

General multilevel linear modeling for group analysis in FMRI.
NeuroImage, 2003

CT Reconstruction Using FBP with Sinusoidal Amendment for Metal Artefact Reduction.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

2002
Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis.
NeuroImage, 2002

Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images.
NeuroImage, 2002

Effects of Word Form on Brain Processing of Written Chinese.
NeuroImage, 2002

A Dynamic Brain Atlas.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

2001
Segmentation of Brain MR Images through a Hidden Markov Random Field Model and the Expectation Maximization Algorithm.
IEEE Trans. Medical Imaging, 2001

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

A global optimisation method for robust affine registration of brain images.
Medical Image Anal., 2001

2000
Hidden Markov random field model for segmentation of brain MR image.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1999
A Non-Rigid Registration Algorithm for Dynamic Breast MR Images.
Artif. Intell., 1999

Accurate Robust Symmetry Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1998
ASSET-2: Real-Time Motion Segmentation and Object Tracking.
Real Time Imaging, 1998

1997
SUSAN - A New Approach to Low Level Image Processing.
Int. J. Comput. Vis., 1997

1996
Integrated real-time motion segmentation and 3D interpretation.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
ASSET-2: Real-Time Motion Segmentation and Shape Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

ASSET-2: Real-Time Motion Segmentation and Shape Tracking.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1993
Note on small angle approximations for stereo disparity.
Image Vis. Comput., 1993

Planar region detection and motion recovery.
Image Vis. Comput., 1993

1992
A New Class of Corner Finder.
Proceedings of the British Machine Vision Conference, 1992


  Loading...