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Vasileios C. Pezoulas
Vasileios C. Pezoulas
Electrical & Computer Engineer, MSc, PhD, University of Ioannina
Verified email at uoi.gr
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Cited by
Cited by
Year
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
5082018
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
902019
Primary Sjögren’s syndrome of early and late onset: distinct clinical phenotypes and lymphoma development
AV Goules, VC Pezoulas, L Chatzis, S Gandolfo, M Binutti, T Exarchos, ...
Frontiers in immunology 11, 594096, 2020
662020
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
532021
Towards a European health research and innovation cloud (HRIC)
FM Aarestrup, A Albeyatti, WJ Armitage, C Auffray, L Augello, R Balling, ...
Genome medicine 12, 1-14, 2020
442020
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
372017
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
362021
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
362021
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
352020
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
342020
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
332017
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
312022
Medical data sharing, harmonization and analytics
V Pezoulas, T Exarchos, DI Fotiadis
Academic Press, 2020
232020
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
232019
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
162018
Combined seronegativity in Sjögren’s syndrome
LG Chatzis, V Pezoulas, PV Voulgari, C Baldini, TP Exarchos, DI Fotiadis, ...
Clin Exp Rheumatol 39 (Suppl 133), S80-4, 2021
142021
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
132021
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
132020
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
132019
Addressing the clinical unmet needs in primary Sjögren’s Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts
VC Pezoulas, A Goules, F Kalatzis, L Chatzis, KD Kourou, ...
Computational and structural biotechnology journal 20, 471-484, 2022
122022
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