Stavros I.Dimitriadis
Stavros I.Dimitriadis
University of Barcelona - Head of Neuroinformatics Lab (CUBRIC-CARDIFF-UK) / Head of Integrative
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Cited by
Cited by
random forest feature selection, fusion and ensemble strategy: combining multiple morphological mri measures to discriminate healthy elderly, early/late mci and alzheimer's …
D SI, L D, T M
Tracking brain dynamics via time-dependent network analysis
SI Dimitriadis, NA Laskaris, V Tsirka, M Vourkas, S Micheloyannis, ...
Journal of neuroscience methods 193 (1), 145-155, 2010
Topological filtering of dynamic functional brain networks unfolds informative chronnectomics: a novel data-driven thresholding scheme based on orthogonal minimal spanning …
SI Dimitriadis, C Salis, I Tarnanas, DE Linden
Frontiers in neuroinformatics 11, 28, 2017
What does delta band tell us about cognitive processes: a mental calculation study
SI Dimitriadis, NA Laskaris, V Tsirka, M Vourkas, S Micheloyannis
Neuroscience letters 483 (1), 11-15, 2010
Cognitive workload assessment based on the tensorial treatment of EEG estimates of cross-frequency phase interactions
SI Dimitriadis, YU Sun, K Kwok, NA Laskaris, N Thakor, A Bezerianos
Annals of biomedical engineering 43, 977-989, 2015
Characterizing dynamic functional connectivity across sleep stages from EEG
SI Dimitriadis, NA Laskaris, Y Del Rio-Portilla, GC Koudounis
Brain topography 22, 119-133, 2009
A novel biomarker of amnestic MCI based on dynamic cross-frequency coupling patterns during cognitive brain responses
SI Dimitriadis, NA Laskaris, MP Bitzidou, I Tarnanas, MN Tsolaki
Frontiers in neuroscience 9, 151905, 2015
Functional connectivity changes detected with magnetoencephalography after mild traumatic brain injury
SI Dimitriadis, G Zouridakis, R Rezaie, A Babajani-Feremi, ...
NeuroImage: Clinical 9, 519-531, 2015
How random is the random forest? Random forest algorithm on the service of structural imaging biomarkers for Alzheimer's disease: from Alzheimer's disease neuroimaging …
SI Dimitriadis, D Liparas, Alzheimer's Disease Neuroimaging Initiative
Neural regeneration research 13 (6), 962-970, 2018
Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG
SI Dimitriadis, NA Laskaris, PG Simos, S Micheloyannis, JM Fletcher, ...
Neuroimage 83, 307-317, 2013
Altered cross-frequency coupling in resting-state MEG after mild traumatic brain injury
M Antonakakis, SI Dimitriadis, M Zervakis, S Micheloyannis, R Rezaie, ...
International Journal of Psychophysiology 102, 1-11, 2016
A novel, fast and efficient single-sensor automatic sleep-stage classification based on complementary cross-frequency coupling estimates
SI Dimitriadis, C Salis, D Linden
Clinical Neurophysiology 129 (4), 815-828, 2018
Data-driven topological filtering based on orthogonal minimal spanning trees: application to multigroup magnetoencephalography resting-state connectivity
SI Dimitriadis, M Antonakakis, P Simos, JM Fletcher, AC Papanicolaou
Brain connectivity 7 (10), 661-670, 2017
Revealing cross-frequency causal interactions during a mental arithmetic task through symbolic transfer entropy: a novel vector-quantization approach
S Dimitriadis, Y Sun, N Laskaris, N Thakor, A Bezerianos
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (10 …, 2016
On the quantization of time-varying phase synchrony patterns into distinct functional connectivity microstates (FCμstates) in a multi-trial visual ERP paradigm
SI Dimitriadis, NA Laskaris, A Tzelepi
Brain topography 26, 397-409, 2013
How to build a functional connectomic biomarker for mild cognitive impairment from source reconstructed MEG resting-state activity: the combination of ROI representation and …
SI Dimitriadis, ME López, R Bruña, P Cuesta, A Marcos, F Maestú, ...
Frontiers in neuroscience 12, 349792, 2018
Greater repertoire and temporal variability of cross-frequency coupling (CFC) modes in resting-state neuromagnetic recordings among children with reading difficulties
SI Dimitriadis, NA Laskaris, PG Simos, JM Fletcher, AC Papanicolaou
Frontiers in human neuroscience 10, 163, 2016
Improving the reliability of network metrics in structural brain networks by integrating different network weighting strategies into a single graph
SI Dimitriadis, M Drakesmith, S Bells, GD Parker, DE Linden, DK Jones
Frontiers in Neuroscience 11, 280785, 2017
Mining time-resolved functional brain graphs to an EEG-based chronnectomic brain aged index (CBAI)
SI Dimitriadis, CI Salis
Frontiers in human neuroscience 11, 423, 2017
Transition dynamics of EEG-based network microstates during mental arithmetic and resting wakefulness reflects task-related modulations and developmental changes
SI Dimitriadis, NA Laskaris, S Micheloyannis
Cognitive neurodynamics 9, 371-387, 2015
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