| 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 JOURNAL OF NEUROSCIENCE METHODS 15 (302), 14-23, 2018 | 161* | 2018 |
| 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 | 140 | 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 | 123 | 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 | 109 | 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 | 105 | 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 | 101 | 2009 |
| 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 | 97 | 2018 |
| 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, 350, 2015 | 97 | 2015 |
| 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 | 94 | 2013 |
| 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 | 93 | 2015 |
| 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 | 92 | 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 | 81 | 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 | 79 | 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 | 78 | 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 | 68 | 2013 |
| 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, 694, 2017 | 52 | 2017 |
| 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, 306, 2018 | 51 | 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 | 51 | 2016 |
| 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 | 49 | 2017 |
| Towards the bio-personalization of music recommendation systems: A single-sensor EEG biomarker of subjective music preference DA Adamos, SI Dimitriadis, NA Laskaris Information Sciences 343, 94-108, 2016 | 49 | 2016 |
Nikos LaskarisAssociate Professor, Department of Informatics, AUTHEmail verificata su aiia.csd.auth.gr