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Konstadina Kourou
Konstadina Kourou
Unit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTH
Verified email at uoi.gr - Homepage
Title
Cited by
Cited by
Year
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
23392015
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
652019
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
272020
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
222016
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
192019
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
132018
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
112020
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
102021
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
72019
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
72015
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
62016
Computational modelling in cancer: methods and applications
K Kourou, DI Fotiadis
Biomed Data J 1 (1), 2015
52015
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
42020
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
42019
Computational models for predicting resilience levels of women with breast cancer
K Kourou, H Kondylakis, L Koumakis, GC Manikis, K Marias, M Tsiknakis, ...
Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019
42019
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
42016
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, SD Vita, DI Fotiadis
Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019
32019
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
32017
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
22018
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, 375-379, 2019
12019
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Articles 1–20