Diego Vidaurre

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 19

Top Topics

Mild Cognitive Impairment

Partial Least Squares

Functional Connectivity

Top Venues

Medical Image Anal.

Publications

Usama Pervaiz, Diego Vidaurre, Chetan Gohil, Stephen M. Smith, Mark W. Woolrich
Multi-dynamic modelling reveals strongly time-varying resting fMRI correlations. Medical Image Anal. 77 (2022)
C. Ahrends, Angus Stevner, Usama Pervaiz, Morten L. Kringelbach, Peter Vuust, Mark W. Woolrich, Diego Vidaurre
Data and model considerations for estimating time-varying functional connectivity in fMRI. NeuroImage 252 (2022)
Cameron Higgins, Mats W. J. van Es, Andrew J. Quinn, Diego Vidaurre, Mark W. Woolrich
The relationship between frequency content and representational dynamics in the decoding of neurophysiological data. NeuroImage 260 (2022)
Diego Vidaurre
A new model for simultaneous dimensionality reduction and time-varying functional connectivity estimation. PLoS Comput. Biol. 17 (4) (2021)
Nicola K. Dinsdale, Emma Bluemke, Stephen M. Smith, Zobair Arya, Diego Vidaurre, Mark Jenkinson, Ana I. L. Namburete
Learning patterns of the ageing brain in MRI using deep convolutional networks. NeuroImage 224 (2021)
Diego Vidaurre, Alberto Llera, Stephen M. Smith, Mark W. Woolrich
Behavioural relevance of spontaneous, transient brain network interactions in fMRI. NeuroImage 229 (2021)
Jan Hirschmann, Sylvain Baillet, Mark W. Woolrich, Alfons Schnitzler, Diego Vidaurre, Esther Florin
Spontaneous network activity. NeuroImage 207 (2020)
Zelekha A. Seedat, Andrew J. Quinn, Diego Vidaurre, Lucrezia Liuzzi, Lauren E. Gascoyne, Benjamin A. E. Hunt, George C. O'Neill, Daisie O. Pakenham, Karen J. Mullinger, Peter G. Morris, Mark W. Woolrich, Matthew J. Brookes
The role of transient spectral 'bursts' in functional connectivity: A magnetoencephalography study. NeuroImage 209 (2020)
Robert Becker, Diego Vidaurre, Andrew J. Quinn, Romesh G. Abeysuriya, Owen Parker Jones, Saâd Jbabdi, Mark W. Woolrich
Transient spectral events in resting state MEG predict individual task responses. NeuroImage 215 (2020)
Usama Pervaiz, Diego Vidaurre, Mark W. Woolrich, Stephen M. Smith
Optimising network modelling methods for fMRI. NeuroImage 211 (2020)
Borbála Hunyadi, Mark W. Woolrich, Andrew J. Quinn, Diego Vidaurre, Maarten De Vos
A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates. NeuroImage 185 (2019)
Stephen M. Smith, Diego Vidaurre, Fidel Alfaro-Almagro, Thomas E. Nichols, Karla L. Miller
Estimation of brain age delta from brain imaging. NeuroImage 200 (2019)
Søren Føns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tülay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mørup
Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. ICASSP (2018)
Fidel Alfaro-Almagro, Mark Jenkinson, Neal K. Bangerter, Jesper L. R. Andersson, Ludovica Griffanti, Gwenaëlle Douaud, Stamatios N. Sotiropoulos, Saâd Jbabdi, Moisés Hernández-Fernández, Emmanuel Vallée, Diego Vidaurre, Matthew A. Webster, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166 (2018)
Søren Føns Vind Nielsen, Diego Vidaurre, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup
Testing group differences in state transition structure of dynamic functional connectivity models. PRNI (2018)
Diego Vidaurre, Romesh G. Abeysuriya, Robert Becker, Andrew J. Quinn, Fidel Alfaro-Almagro, Stephen M. Smith, Mark W. Woolrich
Discovering dynamic brain networks from big data in rest and task. NeuroImage 180 (Part) (2018)
Huiling Tan, Petra Fischer, Syed Ahmar Shah, Diego Vidaurre, Mark W. Woolrich, Peter Brown
Decoding Movement States in Stepping Cycles Based on Subthalamic LFPs in Parkinsonian Patients. EMBC (2018)
George C. O'Neill, Prejaas Tewarie, Diego Vidaurre, Lucrezia Liuzzi, Mark W. Woolrich, Matthew J. Brookes
Dynamics of large-scale electrophysiological networks: A technical review. NeuroImage 180 (Part) (2018)
Diego Vidaurre, Andrew J. Quinn, Adam P. Baker, David Dupret, Álvaro Tejero-Cantero, Mark W. Woolrich
Spectrally resolved fast transient brain states in electrophysiological data. NeuroImage 126 (2016)
Anderson M. Winkler, Matthew A. Webster, Diego Vidaurre, Thomas E. Nichols, Stephen M. Smith
Multi-level block permutation. NeuroImage 123 (2015)
José Angel Pineda-Pardo, Ricardo Bruña, Mark William Woolrich, Alberto Marcos, Anna Christina Nobre, Fernando Maestú, Diego Vidaurre
Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment. NeuroImage 101 (2014)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
Sparse regularized local regression. Comput. Stat. Data Anal. 62 (2013)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
-Regularized naïVE Bayes-Inspired Classifier for Discarding Redundant and Irrelevant Predictors. Int. J. Artif. Intell. Tools 22 (4) (2013)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
Classification of neural signals from sparse autoregressive features. Neurocomputing 111 (2013)
Diego Vidaurre, Marcel A. J. van Gerven, Concha Bielza, Pedro Larrañaga, Tom Heskes
Bayesian Sparse Partial Least Squares. Neural Comput. 25 (12) (2013)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
Lazy lasso for local regression. Comput. Stat. 27 (3) (2012)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
Forward stagewise naïve Bayes. Prog. Artif. Intell. 1 (1) (2012)
Jorge Muruzábal, Diego Vidaurre, Julián Sánchez
SOMwise regression: a new clusterwise regression method. Neural Comput. Appl. 21 (6) (2012)
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
Learning an L1-Regularized Gaussian Bayesian Network in the Equivalence Class Space. IEEE Trans. Syst. Man Cybern. Part B 40 (5) (2010)
Diego Vidaurre, Jorge Muruzábal
A Quick Assessment of Topology Preservation for SOM Structures. IEEE Trans. Neural Networks 18 (5) (2007)