Stamatios N. Sotiropoulos

Orcid: 0000-0003-4735-5776

According to our database1, Stamatios N. Sotiropoulos authored at least 51 papers between 2003 and 2023.

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Non-reversibility outperforms functional connectivity in characterisation of brain states in MEG data.
NeuroImage, August, 2023

Automated detection of cerebral microbleeds on MR images using knowledge distillation framework.
Frontiers Neuroinformatics, March, 2023

QuNex - An integrative platform for reproducible neuroimaging analytics.
Frontiers Neuroinformatics, March, 2023

Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI.
NeuroImage, 2021

The Human Connectome Project: A retrospective.
NeuroImage, 2021

Modelling white matter in gyral blades as a continuous vector field.
NeuroImage, 2021

Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning.
Frontiers Neuroinformatics, 2021

XTRACT - Standardised protocols for automated tractography in the human and macaque brain.
NeuroImage, 2020

Non-negative data-driven mapping of structural connections with application to the neonatal brain.
NeuroImage, 2020

Improved fibre dispersion estimation using b-tensor encoding.
NeuroImage, 2020

Towards HCP-Style macaque connectomes: 24-Channel 3T multi-array coil, MRI sequences and preprocessing.
NeuroImage, 2020

How do spatially distinct frequency specific MEG networks emerge from one underlying structural connectome? The role of the structural eigenmodes.
NeuroImage, 2019

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

Automated quality control for within and between studies diffusion MRI data using a non-parametric framework for movement and distortion correction.
NeuroImage, 2019

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

Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement.
CoRR, 2019

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

Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning.
NeuroImage, 2018

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

A gyral coordinate system predictive of fibre orientations.
NeuroImage, 2018

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

Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging.
NeuroImage, 2017

Improved tractography using asymmetric fibre orientation distributions.
NeuroImage, 2017

Image quality transfer and applications in diffusion MRI.
NeuroImage, 2017

Subthalamic deep brain stimulation sweet spots and hyperdirect cortical connectivity in Parkinson's disease.
NeuroImage, 2017

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Fusion in diffusion MRI for improved fibre orientation estimation: An application to the 3T and 7T data of the Human Connectome Project.
NeuroImage, 2016

A probabilistic atlas of the cerebellar white matter.
NeuroImage, 2016

An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging.
NeuroImage, 2016

Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images.
NeuroImage, 2016

High resolution whole brain diffusion imaging at 7 T for the Human Connectome Project.
NeuroImage, 2015

Heritability of fractional anisotropy in human white matter: A comparison of Human Connectome Project and ENIGMA-DTI data.
NeuroImage, 2015

Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes.
NeuroImage, 2015

Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

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

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

Advances in diffusion MRI acquisition and processing in the Human Connectome Project.
NeuroImage, 2013

The minimal preprocessing pipelines for the Human Connectome Project.
NeuroImage, 2013

Ball and rackets: Inferring fiber fanning from diffusion-weighted MRI.
NeuroImage, 2012

Accelerating Fibre Orientation Estimation from Diffusion Weighted Magnetic Resonance Imaging Using GPUs.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Modelling fibre fanning in diffusion-weighted MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Brain tractography using Q-ball imaging and graph theory: Improved connectivities through fibre crossings via a model-based approach.
NeuroImage, 2010

Fuzzy anatomical connectedness of the brain using single and multiple fibre orientations estimated from diffusion MRI.
Comput. Medical Imaging Graph., 2010

Exact and analytic Bayesian inference for orientation distribution functions.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Robust Graph-Based Tracking Through Crossing Fibre Configurations.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

In-vivo brain anatomical connectivity using diffusion magnetic resonance imaging and fuzzy connectedness.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Low-Cost Real-Time 2-D Motion Detection Based on Reconfigurable Computing.
IEEE Trans. Instrum. Meas., 2006

A 2-D motion detection model for low-cost embedded reconfigurable I/O devices.
IEEE Trans. Biomed. Eng., 2005

Adaptation of a low cost motion recognition system for custom operation from shrink-wrapped hardware.
Proceedings of the 2003 ACM SIGMM Workshop on Biometrics Methods and Applications, 2003

A Second Generation Embedded Reconfigurable Input Device for Kinetically Challenged Persons.
Proceedings of the 11th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2003), 2003