| Machine learning applications in cancer prognosis and prediction K Kourou, TP Exarchos, KP Exarchos, MV Karamouzis, DI Fotiadis Computational and structural biotechnology journal 13, 8-17, 2015 | 3190 | 2015 |
| 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 | 91 | 2019 |
| Cancer classification from time series microarray data through regulatory dynamic bayesian networks K Kourou, G Rigas, C Papaloukas, M Mitsis, DI Fotiadis Computers in biology and medicine 116, 103577, 2020 | 40 | 2020 |
| A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast … K Kourou, G Manikis, P Poikonen-Saksela, K Mazzocco, R Pat-Horenczyk, ... Computers in Biology and Medicine 131, 104266, 2021 | 32 | 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 | 25 | 2019 |
| Integration of pathway knowledge and dynamic Bayesian networks for the prediction of oral cancer recurrence K Kourou, C Papaloukas, DI Fotiadis IEEE journal of biomedical and health informatics 21 (2), 320-327, 2016 | 20 | 2016 |
| 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 | 16 | 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 | 13 | 2020 |
| Prediction of oral cancer recurrence using dynamic Bayesian networks K Kourou, G Rigas, KP Exarchos, C Papaloukas, DI Fotiadis 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 10 | 2016 |
| A Bayesian Network-based approach for discovering oral cancer candidate biomarkers K Kourou, KP Exarchos, C Papaloukas, DI Fotiadis 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 10 | 2015 |
| Enhancing medical data quality through data curation: A case study in primary Sjögren's syndrome VC Pezoulas, KD Kourou, F Kalatzis, TP Exarchos, AI Venetsanopoulou, ... Clin. Exp. Rheumatology 37 (3), 90-96, 2019 | 7 | 2019 |
| Predicting lymphoma development by exploiting genetic variants and clinical findings in a machine learning-based methodology with ensemble classifiers in a cohort of Sjögren's … KD Kourou, VC Pezoulas, EI Georga, T Exarchos, C Papaloukas, ... IEEE Open Journal of Engineering in Medicine and Biology 1, 49-56, 2020 | 6 | 2020 |
| Computational models for predicting resilience levels of women with breast cancer K Kourou, H Kondylakis, L Koumakis, GC Manikis, K Marias, M Tsiknakis, ... XV Mediterranean Conference on Medical and Biological Engineering and …, 2020 | 6 | 2020 |
| Prediction of time dependent survival in HF patients after VAD implantation using pre-and post-operative data K Kourou, G Rigas, KP Exarchos, Y Goletsis, TP Exarchos, S Jacobs, ... Computers in biology and medicine 70, 99-105, 2016 | 6 | 2016 |
| Computational modelling in cancer: methods and applications K Kourou, DI Fotiadis Biomed Data J 1 (1), 2015 | 6 | 2015 |
| Computational modeling of psychological resilience trajectories during breast cancer treatment GC Manikis, K Kourou, P Poikonen-Saksela, H Kondylakis, E Karademas, ... 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 5 | 2019 |
| Utilizing incremental learning for the prediction of disease outcomes across distributed clinical data: A framework and a case study VC Pezoulas, TP Exarchos, KD Kourou, AG Tzioufas, S De Vita, ... XV Mediterranean Conference on Medical and Biological Engineering and …, 2020 | 3 | 2020 |
| Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification K Kourou, C Papaloukas, DI Fotiadis 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 3 | 2017 |
| A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. VC Pezoulas, KD Kourou, TP Exarchos, V Andronikou, TA Varvarigou, ... SWH@ ISWC, 2018 | 2 | 2018 |
| Modeling biological data through dynamic bayesian networks for oral squamous cell carcinoma classification K Kourou, C Papaloukas, DI Fotiadis World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2019 | 1 | 2019 |
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
