Loukas G. Astrakas

According to our database, Loukas G. Astrakas authored at least 11 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool.

Pavlos Christodoulides, Andreas Miltiadous, Katerina D. Tzimourta, Dimitrios Peschos, Georgios Ntritsos, Victoria Zakopoulou, Nikolaos Giannakeas, Loukas G. Astrakas, Markos G. Tsipouras, Konstantinos I. Tsamis, Euripidis Glavas, Alexandros T. Tzallas

Biomed. Signal Process. Control., 2022

2021

Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review.

Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras

Int. J. Neural Syst., 2021

2020

Identification of Brain Functional Networks Using a Model-Based Approach.

Vangelis P. Oikonomou, Konstantinos Blekas, Loukas G. Astrakas

Int. J. Pattern Recognit. Artif. Intell., 2020

2019

Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease.

Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Maria Karatzikou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis A. Angelidis, Evripidis Glavas, Nikolaos Grigoriadis, Dimitrios G. Tsalikakis, Markos G. Tsipouras

Comput. Electr. Eng., 2019

2018

Functional Connectivity in Parkinson Disease Through Mixture Modelling.

Vangelis P. Oikonomou, Kostas Blekas, Loukas G. Astrakas

Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

2017

Wavelet Based Classification of Epileptic Seizures in EEG Signals.

Katerina D. Tzimourta, Loukas G. Astrakas, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Spyridon Konitsiotis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

EEG Classification and Short-Term Epilepsy Prognosis Using Brain Computer Interface Software.

Alexandros T. Tzallas, Nikolaos Giannakeas, Kostantinos N. Zoulis, Markos G. Tsipouras, Euripidis Glavas, Katerina D. Tzimourta, Loukas G. Astrakas, Spyridon Konitsiotis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2013

Resting state fMRI analysis using a spatial regression mixture model.

Vangelis P. Oikonomou, Konstantinos Blekas, Loukas G. Astrakas

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012

A Sparse and Spatially Constrained Generative Regression Model for fMRI Data Analysis.

Vangelis P. Oikonomou, Konstantinos Blekas, Loukas G. Astrakas

IEEE Trans. Biomed. Eng., 2012

2009

Age-related grey matter changes in preterm infants: An MRI study.

L. C. Tzarouchi, Loukas G. Astrakas, Vasileios Xydis, A. Zikou, P. Kosta, A. Drougia, S. Andronikou, M. I. Argyropoulou

NeuroImage, 2009

2002

Activation of Attention Networks Using Frequency Analysis of a Simple Auditory-Motor Paradigm.

Loukas G. Astrakas, Martin H. Teicher, A. Aria Tzika

NeuroImage, 2002