Konstadina Kourou
Konstadina Kourou
Unit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTH
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uoi.gr - Αρχική σελίδα
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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
18572015
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
492019
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
212016
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
152020
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
132019
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
102018
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
72020
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, ...
Clinical and experimental rheumatology 37 (3), 90-96, 2019
62019
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
52015
Computational modelling in cancer: methods and applications
K Kourou, DI Fotiadis
Biomed Data J 1 (1), 2015
52015
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
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
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, S De Vita, ...
Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019
32019
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
32019
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
32016
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
22021
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
22020
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
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
22017
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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