Author

Georgios Ν. Dimitrakopoulos

Observed names: Dimitrakopoulos Georgios, Dimitrakopoulos, Georgios, Dimitrakopoulos, Georgios N., G. Dimitrakopoulos, George Dimitrakopoulos, Georgios Dimitrakopoulos, Georgios N Dimitrakopoulos, Georgios N. Dimitrakopoulos

Institution: Ionian University

Observed institutions: National University of Singapore, National Technical University of Athens, University of Patras, Ionian University, FORTH Institute of Chemical Engineering Sciences, Foundation for Research and Technology Hellas

ORCID: 0000-0002-7817-9552

Observed ORCID: 0000-0002-7817-9552

OpenAlex ID: A5077147419

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

2018 · Georgios N. Dimitrakopoulos, Ioannis Kakkos, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 173

Task-Independent Mental Workload Classification Based Upon Common Multiband EEG Cortical Connectivity

2017 · Georgios N. Dimitrakopoulos, Ioannis Kakkos, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 150

Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments

2019 · Ioannis Kakkos, Georgios N. Dimitrakopoulos, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 132

EEG Fingerprints of Task-Independent Mental Workload Discrimination

2021 · Ioannis Kakkos, Georgios N. Dimitrakopoulos, et al. · IEEE Journal of Biomedical and Health Informatics · 97

Pathway analysis using XGBoost classification in Biomedical Data

2018 · Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, et al. · Hellenic Conference on Artificial Intelligence · 41

PICKLE 3.0: enriching the human meta-database with the mouse protein interactome extended via mouse–human orthology

2020 · Georgios N Dimitrakopoulos, Maria I Klapa, et al. · Bioinformatics · 33

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A Sensor-Based Perspective in Early-Stage Parkinson’s Disease: Current State and the Need for Machine Learning Processes

2022 · Marios G. Krokidis, Georgios N. Dimitrakopoulos, et al. · Sensors · 29

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Cognitive Reorganization Due to Mental Workload: A Functional Connectivity Analysis Based on Working Memory Paradigms

2023 · Georgios N. Dimitrakopoulos, Ioannis Kakkos, et al. · Applied Sciences · 28

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Lip-Reading Advancements: A 3D Convolutional Neural Network/Long Short-Term Memory Fusion for Precise Word Recognition

2024 · Themis Exarchos, Georgios N. Dimitrakopoulos, et al. · BioMedInformatics · 27

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A Machine Learning fMRI Approach in the Diagnosis of Autism

2020 · Aikaterini Karampasi, Ioannis Kakkos, et al. · IEEE International Conference on Big Data (BigData) · 25

How Far Are We from the Completion of the Human Protein Interactome Reconstruction?

2022 · Georgios N. Dimitrakopoulos, Maria I. Klapa, et al. · Biomolecules · 23

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Tamoxifen Integromics and Personalized Medicine: Dynamic Modular Transformations Underpinning Response to Tamoxifen in Breast Cancer Treatment

2013 · Konstantina Dimitrakopoulou, Georgios N. Dimitrakopoulos, et al. · OMICS A Journal of Integrative Biology · 20

What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study

2019 · Junhua Li, Georgios N. Dimitrakopoulos, et al. · IEEE Access · 18

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A mental fatigue index based on regression using mulitband EEG features with application in simulated driving

2017 · Georgios N. Dimitrakopoulos, Ioannis Kakkos, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 18

Driving Mental Fatigue Classification Based on Brain Functional Connectivity

2017 · Georgios N. Dimitrakopoulos, Ioannis Kakkos, et al. · Communications in computer and information science · 17

Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases

2024 · Marios G. Krokidis, Georgios N. Dimitrakopoulos, et al. · Frontiers in Computational Neuroscience · 14

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Influenza A Immunomics and Public Health Omics: The Dynamic Pathway Interplay in Host Response to H1N1 Infection

2014 · Konstantina Dimitrakopoulou, Georgios N. Dimitrakopoulos, et al. · OMICS A Journal of Integrative Biology · 12

A Clustering based Method Accelerating Gene Regulatory Network Reconstruction

2014 · Georgios N. Dimitrakopoulos, Ioannis A. Maraziotis, et al. · Procedia Computer Science · 12

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Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology

2015 · Aristidis G. Vrahatis, Georgios N. Dimitrakopoulos, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 11

Visualizing High-Dimensional Single-Cell RNA-seq Data via Random Projections and Geodesic Distances

2019 · Aristidis G. Vrahatis, Sotiris K. Tasoulis, et al. · IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) · 9

Identification of gait-related brain activity using electroencephalographic signals

2017 · Jingwen Chai, Gong Chen, et al. · International IEEE/EMBS Conference on Neural Engineering · 9

Human–Machine Interfaces for Motor Rehabilitation

2020 · Ioannis Kakkos, Stavros-Theofanis Miloulis, et al. · Studies in computational intelligence · 8

Identifying disease network perturbations through regression on gene expression and pathway topology analysis

2016 · Georgios N. Dimitrakopoulos, Panos Balomenos, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 8

Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics

2024 · Olympia Giannakopoulou, Ioannis Kakkos, et al. · Sensors · 7

XGRN: Reconstruction of Biological Networks Based on Boosted Trees Regression

2021 · Georgios N. Dimitrakopoulos · Computation · 7

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Works count: 66

Citation count: 989

H-index: 15

I10-index: 19