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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
33412015
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
982019
Applied machine learning in cancer research: A systematic review for patient diagnosis, classification and prognosis
K Kourou, KP Exarchos, C Papaloukas, P Sakaloglou, T Exarchos, ...
Computational and Structural Biotechnology Journal 19, 5546-5555, 2021
802021
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
422020
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
352021
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
272019
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
The Leishmania donovani histidine acid ecto-phosphatase LdMAcP: insight into its structure and function
A Papadaki, AS Politou, D Smirlis, MP Kotini, K Kourou, T Papamarcaki, ...
Biochemical Journal 467 (Pt 3), 473, 2015
192015
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
182018
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
162022
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
162020
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
122016
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
112015
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
92021
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 Rheumatol 118 (3), 90-96, 2019
82019
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints
VC Pezoulas, KD Kourou, E Mylona, C Papaloukas, A Liontos, D Biros, ...
Computers in Biology and Medicine 141, 105176, 2022
62022
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1
E Mylona, K Kourou, G Manikis, H Kondylakis, K Marias, E Karademas, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
62021
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
62020
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
62020
Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults
D Gatsios, EI Georga, KK Kourou, DI Fotiadis, D Kikidis, A Bibas, C Nikitas, ...
Proceedings of the 12th ACM International Conference on PErvasive …, 2019
62019
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Articles 1–20