Vasileios G. Kanas

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Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringVerified email at upatras.gr
Evangelia I. Zacharaki, Asst. ScientistDep. of Radiation Oncology, University of Miami, USAVerified email at miami.edu
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)Verified email at upatras.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Sotiris KotsiantisAssistant Professor, Department of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
Johanne HizanidisPhysics Department, University of CreteVerified email at physics.uoc.gr
Nikos FazakisUniversity of PatrasVerified email at fazakis.gr
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Nathan E. Crone, M.D.The Johns Hopkins University School of MedicineVerified email at jhmi.edu
Iosif MporasReader in Signal Processing and Machine Learning (Associate Professor), University of HertfordshireVerified email at herts.ac.uk
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIVerified email at pennmedicine.upenn.edu
Heather BenzDirector, Clinical Development, Johnson & Johnson MedTechVerified email at its.jnj.com
Pascal O. ZinnAssistant Professor, Department of Neurosurgery, University of Pittsburgh Medical CenterVerified email at pitt.edu
Rivka R. ColenMD Anderson Cancer CenterVerified email at mdanderson.org
Ginu ThomasFellow, University of Washington, Seattle,WAVerified email at uw.edu
Nikos FakotakisΚαθηγητής Ηλεκτρολόγων και Ηλεκτρονικών Μηχανικών, ΠανεπιστήμιοVerified email at upatras.gr
Evangelos SkodrasUniversity of PatrasVerified email at upatras.gr
Evangelos DermatasAssociate professor, Department of Computer Engineering & Informatics, University of PatrasVerified email at upatras.gr
Tassos BountisUniversity of Patras

Vasileios G. Kanas

University of Patras

Verified email at upatras.gr

image/signal processing machine learning brain mapping/connectivity


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Chimera states in networks of nonlocally coupled Hindmarsh–Rose neuron models J Hizanidis, VG Kanas, A Bezerianos, T Bountis International Journal of Bifurcation and Chaos 24 (03), 1450030, 2014	210	2014
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma VG Kanas, EI Zacharaki, GA Thomas, PO Zinn, V Megalooikonomou, ... Computer methods and programs in biomedicine 140, 249-257, 2017	83	2017
Investigating machine learning techniques for MRI-based classification of brain neoplasms EI Zacharaki, VG Kanas, C Davatzikos International journal of computer assisted radiology and surgery 6, 821-828, 2011	77	2011
Chimera states in a two–population network of coupled pendulum–like elements T Bountis, VG Kanas, J Hizanidis, A Bezerianos The European Physical Journal Special Topics 223 (4), 721-728, 2014	59	2014
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker VG Kanas, EI Zacharaki, C Davatzikos, KN Sgarbas, V Megalooikonomou Biomedical Signal Processing and Control 22, 19-30, 2015	48	2015
Uncertainty based under-sampling for learning naive bayes classifiers under imbalanced data sets CK Aridas, S Karlos, VG Kanas, N Fazakis, SB Kotsiantis IEEE Access 8, 2122-2133, 2019	47	2019
On visual gaze tracking based on a single low cost camera E Skodras, VG Kanas, N Fakotakis Signal Processing: Image Communication 36, 29-42, 2015	44	2015
Joint spatial-spectral feature space clustering for speech activity detection from ECoG signals VG Kanas, I Mporas, HL Benz, KN Sgarbas, A Bezerianos, NE Crone IEEE Transactions on Biomedical Engineering 61 (4), 1241-1250, 2014	31	2014
EEG-based classification of epileptic and non-epileptic events using multi-array decomposition E Pippa, VG Kanas, EI Zacharaki, V Tsirka, M Koutroumanidis, ... International Journal of Monitoring and Surveillance Technologies Research …, 2016	20	2016
Combination of active learning and semi-supervised learning under a self-training scheme N Fazakis, VG Kanas, CK Aridas, S Karlos, S Kotsiantis Entropy 21 (10), 988, 2019	19	2019
Real-time voice activity detection for ECoG-based speech brain machine interfaces VG Kanas, I Mporas, HL Benz, KN Sgarbas, A Bezerianos, NE Crone 2014 19th International Conference on Digital Signal Processing, 862-865, 2014	18	2014
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes S Karlos, C Aridas, VG Kanas, S Kotsiantis Neural Computing and Applications, 1-18, 2021	12	2021
Combining outlier detection with random walker for automatic brain tumor segmentation VG Kanas, EI Zacharaki, E Dermatas, A Bezerianos, K Sgarbas, ... Artificial Intelligence Applications and Innovations: AIAI 2012 …, 2012	11	2012
Combining active learning with self-train algorithm for classification of multimodal problems S Karlos, VG Kanas, C Aridas, N Fazakis, S Kotsiantis 2019 10th International Conference on Information, Intelligence, Systems and …, 2019	10	2019
Classification of epileptic and non-epileptic events using tensor decomposition VG Kanas, EI Zacharaki, E Pippa, V Tsirka, M Koutroumanidis, ... 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering …, 2015	8	2015
An incremental self-trained ensemble algorithm S Karlos, N Fazakis, K Kalleris, VG Kanas, S Kotsiantis 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2018	4	2018
Optimized Active Learning Strategy for Audiovisual Speaker Recognition S Karlos, K Kaleris, N Fazakis, VG Kanas, S Kotsiantis Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig …, 2018	4	2018
On the development of brain quantum-computer interfaces VG Kanas, O Karamitrou, KN Sgarbas 2014 13th International Conference on Control Automation Robotics & Vision …, 2014	3	2014
Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators J Hizanidis, VG Kanas, A Bezerianos, T Bountis 2014 13th International Conference on Control Automation Robotics & Vision …, 2014	3	2014
Voice activity detection from electrocorticographic signals VG Kanas, I Mporas, HL Benz, N Huang, NV Thakor, K Sgarbas, ... XIII Mediterranean Conference on Medical and Biological Engineering and …, 2014	3	2014

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