| Functional connectivity analysis of mental fatigue reveals different network topological alterations between driving and vigilance tasks GN Dimitrakopoulos, I Kakkos, Z Dai, H Wang, K Sgarbas, N Thakor, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (4 …, 2018 | 152 | 2018 |
| Task-independent mental workload classification based upon common multiband EEG cortical connectivity GN Dimitrakopoulos, I Kakkos, Z Dai, J Lim, JJ deSouza, A Bezerianos, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (11 …, 2017 | 146 | 2017 |
| Mental workload drives different reorganizations of functional cortical connectivity between 2D and 3D simulated flight experiments I Kakkos, GN Dimitrakopoulos, L Gao, Y Zhang, P Qi, GK Matsopoulos, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (9 …, 2019 | 118 | 2019 |
| EEG fingerprints of task-independent mental workload discrimination I Kakkos, GN Dimitrakopoulos, Y Sun, J Yuan, GK Matsopoulos, ... IEEE Journal of Biomedical and Health Informatics 25 (10), 3824-3833, 2021 | 64 | 2021 |
| Pathway analysis using XGBoost classification in Biomedical Data GN Dimitrakopoulos, AG Vrahatis, V Plagianakos, K Sgarbas Proceedings of the 10th Hellenic conference on artificial intelligence, 1-6, 2018 | 48 | 2018 |
| PICKLE 3.0: enriching the human meta-database with the mouse protein interactome extended via mouse–human orthology GN Dimitrakopoulos, MI Klapa, NK Moschonas Bioinformatics 37 (1), 145-146, 2021 | 32 | 2021 |
| A sensor-based perspective in early-stage parkinson’s disease: Current state and the need for machine learning processes MG Krokidis, GN Dimitrakopoulos, AG Vrahatis, C Tzouvelekis, ... Sensors 22 (2), 409, 2022 | 25 | 2022 |
| Tamoxifen Integromics and Personalized Medicine: Dynamic Modular Transformations Underpinning Response to Tamoxifen in Breast Cancer Treatment K Dimitrakopoulou, GN Dimitrakopoulos, KN Sgarbas, A Bezerianos Omics: a journal of integrative biology, 2013 | 22 | 2013 |
| How far are we from the completion of the human protein interactome reconstruction? GN Dimitrakopoulos, MI Klapa, NK Moschonas Biomolecules 12 (1), 140, 2022 | 19 | 2022 |
| A machine learning fMRI approach in the diagnosis of autism A Karampasi, I Kakkos, ST Miloulis, I Zorzos, GN Dimitrakopoulos, ... 2020 IEEE international conference on big data (big data), 3628-3631, 2020 | 18 | 2020 |
| Driving mental fatigue classification based on brain functional connectivity GN Dimitrakopoulos, I Kakkos, AG Vrahatis, K Sgarbas, J Li, Y Sun, ... Engineering Applications of Neural Networks: 18th International Conference …, 2017 | 16 | 2017 |
| What are spectral and spatial distributions of EEG-EMG correlations in overground walking? An exploratory study J Li, GN Dimitrakopoulos, P Thangavel, G Chen, Y Sun, Z Guo, H Yu, ... IEEE Access 7, 143935-143946, 2019 | 15 | 2019 |
| A mental fatigue index based on regression using mulitband EEG features with application in simulated driving GN Dimitrakopoulos, I Kakkos, NV Thakor, A Bezerianos, Y Sun 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 15 | 2017 |
| Cognitive reorganization due to mental workload: A functional connectivity analysis based on working memory paradigms GN Dimitrakopoulos, I Kakkos, A Anastasiou, A Bezerianos, Y Sun, ... Applied Sciences 13 (4), 2129, 2023 | 14 | 2023 |
| A clustering based method accelerating gene regulatory network reconstruction GN Dimitrakopoulos, IA Maraziotis, K Sgarbas, A Bezerianos Procedia Computer Science 29, 1993-2002, 2014 | 14 | 2014 |
| Influenza A immunomics and public health omics: the dynamic pathway interplay in host response to H1N1 infection K Dimitrakopoulou, GN Dimitrakopoulos, E Wilk, C Tsimpouris, ... Omics: a journal of integrative biology 18 (3), 167-183, 2014 | 13 | 2014 |
| Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology AG Vrahatis, GN Dimitrakopoulos, AK Tsakalidis, A Bezerianos 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 12 | 2015 |
| Identifying disease network perturbations through regression on gene expression and pathway topology analysis GN Dimitrakopoulos, P Balomenos, AG Vrahatis, K Sgarbas, ... 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 10 | 2016 |
| Visualizing high-dimensional single-cell RNA-seq data via random projections and geodesic distances AG Vrahatis, SK Tasoulis, GN Dimitrakopoulos, VP Plagianakos 2019 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2019 | 9 | 2019 |
| Identification of gait-related brain activity using electroencephalographic signals J Chai, G Chen, P Thangavel, GN Dimitrakopoulos, I Kakkos, Y Sun, Z Dai, ... 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 548-551, 2017 | 8 | 2017 |
Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringEmail verificata su upatras.gr
