Georgios N. Dimitrakopoulos
Georgios N. Dimitrakopoulos
Post-doc researcher, University of Patras
Потвърден имейл адрес: upatras.gr - Начална страница
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
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
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
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
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
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
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
A clustering based method accelerating gene regulatory network reconstruction
GN Dimitrakopoulos, IA Maraziotis, K Sgarbas, A Bezerianos
Procedia Computer Science 29, 1993-2002, 2014
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
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
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
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
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
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
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
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
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
Supervised method for construction of microRNA-mRNA networks: Application in cardiac tissue aging dataset
GN Dimitrakopoulos, K Dimitrakopoulou, IA Maraziotis, K Sgarbas, ...
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Human–machine interfaces for motor rehabilitation
I Kakkos, ST Miloulis, K Gkiatis, GN Dimitrakopoulos, GK Matsopoulos
Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics …, 2020
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
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