Marios Antonakakis

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Minimal Spanning Tree

Traumatic Brain Injury

Epileptic Seizures

Top Venues

Publications

Nicholas J. Simos, Katina Manolitsi, Andrea I. Luppi, Antonios Kagialis, Marios Antonakakis, Michalis Zervakis, Despina Antypa, Eleftherios Kavroulakis, Thomas G. Maris, Antonios Vakis, Emmanuel A. Stamatakis, Efrosini Papadaki
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion. Neuroinformatics 21 (2) (2023)
Puranjay Mishra, Marios Antonakakis, Koushlendra Kumar Singh, Michalis E. Zervakis
Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals. BIBE (2023)
Ioannis Torakis, Marios Antonakakis, Ekaterini S. Bei, Petros Gikas, Vangelis Sakkalis, Michalis E. Zervakis
Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures. EMBC (2023)
Thanos Delatolas, Marios Antonakakis, Carsten H. Wolters, Michalis E. Zervakis
EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis. EMBC (2023)
Marios Antonakakis, Christos Trimas, Michalis E. Zervakis
A Two-Phase ResNet for Object Detection in Aerial Images. IST (2023)
Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features. BIBE (2023)
Emmanouil E. Zachariadis, Marios Antonakakis, Michalis E. Zervakis
Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images. IST (2023)
Georgios Tzedakis, Eleftheria Tzamali, Emmanouil G. Spanakis, Marios Antonakakis, Michalis E. Zervakis, Vangelis Sakkalis
Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance. IST (2023)
Takfarinas Medani, Juan Garcia-Prieto, François Tadel, Marios Antonakakis, Tim Erdbrügger, Malte Hoeltershinken, Wayne Mead, Sophie Schrader, Anand A. Joshi, Christian Engwer, Carsten H. Wolters, John C. Mosher, Richard M. Leahy
Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity. NeuroImage 267 (2023)
Marios Antonakakis, Aimilios Tzavaras, Konstantinos Tsakos, Emmanouil G. Spanakis, Vangelis Sakkalis, Michalis E. Zervakis, Euripides G. M. Petrakis
Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems. IST (2022)
Nikolaos G. Bourbakis, Kostas Michalopoulos, Marios Antonakakis, Michael E. Zervakis
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets. Int. J. Neural Syst. 32 (5) (2022)
Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation. IST (2022)
Atena Rezaei, Joonas Lahtinen, Frank Neugebauer, Marios Antonakakis, Maria Carla Piastra, Alexandra Koulouri, Carsten H. Wolters, Sampsa Pursiainen
Reconstructing subcortical and cortical somatosensory activity via the RAMUS inverse source analysis technique using median nerve SEP data. NeuroImage 245 (2021)
Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis
A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination. BIBE (2021)
Glykeria Sdoukopoulou, Marios Antonakakis, Gabriel Modde, Carsten H. Wolters, Michalis E. Zervakis
Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG. BIBE (2021)
Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Carsten H. Wolters, Michalis E. Zervakis
Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling. NER (2021)
Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis
Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods. BIBE (2021)
Marios Antonakakis, Sophie Schrader, Ümit Aydin, Asad Khan, Joachim Gross, Michalis E. Zervakis, Stefan Rampp, Carsten H. Wolters
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models. NeuroImage 223 (2020)
Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury. Frontiers Comput. Neurosci. 13 (2019)
Asad Khan, Marios Antonakakis, Nikolas Vogenauer, Andreas Wollbrink, Sonja Suntrup-Krueger, Till R. Schneider, Christoph S. Herrmann, Michael A. Nitsche, Walter Paulus, Jens Haueisen, Carsten H. Wolters
Constrained maximum intensity optimized multi-electrode tDCS targeting of human somatosensory network. EMBC (2019)
Vasileios S. Dimakopoulos, Marios Antonakakis, Gabriel Moeddel, Jörg Wellmer, Stefan Rampp, Michalis E. Zervakis, Carsten H. Wolters
Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach. BIBE (2019)
Marios Antonakakis, Stefan Rampp, Christoph Kellinghaus, Carsten H. Wolters, Gabriel Moeddel
Individualized Targeting and Optimization of Multi-channel Transcranial Direct Current Stimulation in Drug-Resistant Epilepsy. BIBE (2019)
Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Michalis E. Zervakis, Carsten H. Wolters
Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG. BIBE (2019)
Stavros I. Dimitriadis, Marios Antonakakis, Panagiotis G. Simos, Jack M. Fletcher, Andrew C. Papanicolaou
Data-Driven Topological Filtering Based on Orthogonal Minimal Spanning Trees: Application to Multigroup Magnetoencephalography Resting-State Connectivity. Brain Connect. 7 (10) (2017)
Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury. EMBC (2016)
Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Roozbeh Rezaie, Abbas Babajani-Feremi, Sifis Micheloyannis, George Zouridakis, Andrew C. Papanicolaou
Comparison of brain network models using cross-frequency coupling and attack strategies. EMBC (2015)
Marios Antonakakis, Michalis E. Zervakis, Vaso Tsirka, Sifis Micheloyannis
A Minimal Spanning Tree Analysis of EEG Responses to Complex Visual Stimuli. ICTAI (2014)
Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis
Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE (2013)