| 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 | 399 | 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 | 68 | 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 | 44 | 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 | 37 | 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 | 34 | 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 | 31 | 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 | 30 | 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 | 29 | 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 | 21 | 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 | 20 | 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 | 19 | 2019 |
| Medical data sharing, harmonization and analytics V Pezoulas, T Exarchos, DI Fotiadis Academic Press, 2020 | 17 | 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 | 15 | 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 | 14 | 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 | 12 | 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 | 12 | 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 | 11 | 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 | 10 | 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 | 9 | 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 | 7 | 2021 |
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
