Vasileios C. Pezoulas
Vasileios C. Pezoulas
Electrical & Computer Engineer, MSc, PhD, University of Ioannina
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A long short-term memory deep learning network for the prediction of epileptic seizures using EEG signals
ΚΜ Tsiouris, VC Pezoulas, M Zervakis, S Konitsiotis, DD Koutsouris, ...
Computers in biology and medicine 99, 24-37, 2018
Medical data quality assessment: On the development of an automated framework for medical data curation
VC Pezoulas, KD Kourou, F Kalatzis, TP Exarchos, A Venetsanopoulou, ...
Computers in biology and medicine 107, 270-283, 2019
Primary Sjögren’s syndrome of early and late onset: distinct clinical phenotypes and lymphoma development
AV Goules, OD Argyropoulou, VC Pezoulas, L Chatzis, E Critselis, ...
Frontiers in immunology 11, 594096, 2020
A prospective multicenter study assessing humoral immunogenicity and safety of the mRNA SARS-CoV-2 vaccines in Greek patients with systemic autoimmune and autoinflammatory …
AG Tzioufas, AD Bakasis, AV Goules, K Bitzogli, II Cinoku, LG Chatzis, ...
Journal of autoimmunity 125, 102743, 2021
Towards a European health research and innovation cloud (HRIC)
FM Aarestrup, A Albeyatti, WJ Armitage, C Auffray, L Augello, R Balling, ...
Genome medicine 12 (1), 1-14, 2020
Discrimination of preictal and interictal brain states from long-term EEG data
KM Tsiouris, VC Pezoulas, DD Koutsouris, M Zervakis, DI Fotiadis
2017 IEEE 30th international symposium on computer-based medical systems …, 2017
Resting-state functional connectivity and network analysis of cerebellum with respect to IQ and gender
VC Pezoulas, M Zervakis, S Michelogiannis, MA Klados
Frontiers in human neuroscience 11, 189, 2017
Sjögren’s syndrome: the clinical spectrum of male patients
L Chatzis, VC Pezoulas, F Ferro, S Gandolfo, V Donati, M Binutti, ...
Journal of clinical medicine 9 (8), 2620, 2020
Cryoglobulinemic vasculitis in primary Sjögren's Syndrome: Clinical presentation, association with lymphoma and comparison with Hepatitis C-related disease
OD Argyropoulou, V Pezoulas, L Chatzis, E Critselis, S Gandolfo, F Ferro, ...
Seminars in Arthritis and Rheumatism 50 (5), 846-853, 2020
A biomarker for lymphoma development in Sjogren's syndrome: Salivary gland focus score
L Chatzis, AV Goules, V Pezoulas, C Baldini, S Gandolfo, FN Skopouli, ...
Journal of Autoimmunity 121, 102648, 2021
Sjögren’s syndrome towards precision medicine: the challenge of harmonisation and integration of cohorts
AV Goules, TP Exarchos, VC Pezoulas, KD Kourou, AI Venetsanopoulou, ...
Clin Exp Rheumatol 37 (Suppl 118), S175-84, 2019
Medical data sharing, harmonization and analytics
V Pezoulas, T Exarchos, DI Fotiadis
Academic Press, 2020
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
T Smole, B Žunkovič, M Pičulin, E Kokalj, M Robnik-Šikonja, M Kukar, ...
Computers in biology and medicine 135, 104648, 2021
Cohort harmonization and integrative analysis from a biomedical engineering perspective
KD Kourou, VC Pezoulas, EI Georga, TP Exarchos, P Tsanakas, ...
IEEE reviews in biomedical engineering 12, 303-318, 2018
Overcoming the barriers that obscure the interlinking and analysis of clinical data through harmonization and incremental learning
VC Pezoulas, KD Kourou, F Kalatzis, TP Exarchos, E Zampeli, S Gandolfo, ...
IEEE Open Journal of Engineering in Medicine and Biology 1, 83-90, 2020
Predicting lymphoma outcomes and risk factors in patients with primary Sjögren’s Syndrome using gradient boosting tree ensembles
VC Pezoulas, TP Exarchos, AG Tzioufas, S De Vita, DI Fotiadis
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
Clinical picture, outcome and predictive factors of lymphoma in primary Sjögren’s syndrome: results from a harmonized dataset (1981–2021)
LG Chatzis, IE Stergiou, AV Goules, V Pezoulas, G Tsourouflis, D Fotiadis, ...
Rheumatology 61 (9), 3576-3585, 2022
Machine learning approaches on high throughput NGS data to unveil mechanisms of function in biology and disease
VC Pezoulas, O Hazapis, N Lagopati, TP Exarchos, AV Goules, ...
Cancer Genomics & Proteomics 18 (5), 605-626, 2021
Generation of virtual patient data for in-silico cardiomyopathies drug development using tree ensembles: a comparative study
VC Pezoulas, GI Grigoriadis, NS Tachos, F Barlocco, I Olivotto, DI Fotiadis
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
A multimodal approach for the risk prediction of intensive care and mortality in patients with COVID-19
VC Pezoulas, KD Kourou, C Papaloukas, V Triantafyllia, V Lampropoulou, ...
Diagnostics 12 (1), 56, 2021
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