Marios Antonakakis

Orcid: 0000-0003-1173-7895

According to our database1, Marios Antonakakis authored at least 28 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.
Neuroinformatics, April, 2023

Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity.
NeuroImage, 2023

Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

A Two-Phase ResNet for Object Detection in Aerial Images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets.
Int. J. Neural Syst., 2022

Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

2021
Reconstructing subcortical and cortical somatosensory activity via the RAMUS inverse source analysis technique using median nerve SEP data.
NeuroImage, 2021

Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models.
NeuroImage, 2020

2019
Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury.
Frontiers Comput. Neurosci., 2019

Constrained maximum intensity optimized multi-electrode tDCS targeting of human somatosensory network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Individualized Targeting and Optimization of Multi-channel Transcranial Direct Current Stimulation in Drug-Resistant Epilepsy.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2017
Data-Driven Topological Filtering Based on Orthogonal Minimal Spanning Trees: Application to Multigroup Magnetoencephalography Resting-State Connectivity.
Brain Connect., 2017

2016
Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Comparison of brain network models using cross-frequency coupling and attack strategies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A Minimal Spanning Tree Analysis of EEG Responses to Complex Visual Stimuli.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013
Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013


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