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ORCIDKonstantina Kourou
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2020 – today
- 2023
[c16]Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias
, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis:
Predicting Quality of Life for Breast Cancer Patients *. BHI 2023: 1-4- [c15]Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Georgia S. Karanasiou, Harmen J. G. van de Werken, Yvonne M. Mueller, Peter D. Katsikis, Daniel Herrero-Saboya, Dimitrios I. Fotiadis:
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data. EMBC 2023: 1-4 - 2022
- [j6]Vasileios C. Pezoulas, Konstantina D. Kourou, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis:
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints. Comput. Biol. Medicine 141: 105176 (2022) - [c14]Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Ketti Mazzocco, Paula Poikonen-Saksela, Ruth Pat-Horenczyk, Berta Sousa, Panagiotis G. Simos, Dimitrios I. Fotiadis:
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. BHI 2022: 1-4 - [c13]Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis:
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. EMBC 2022: 69-72 - [c12]Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients. EMBC 2022: 77-80 - 2021
- [j5]Konstantina Kourou, Georgios C. Manikis, Paula Poikonen-Saksela, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Albino J. Oliveira-Maia, Johanna Mattson, Ilan Roziner, Greta Pettini, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Panagiotis G. Simos, Dimitrios I. Fotiadis:
A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects. Comput. Biol. Medicine 131: 104266 (2021) - [c11]Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis:
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1. EMBC 2021: 1753-1756 - 2020
- [j4]Konstantina Kourou, George Rigas, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis:
Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks. Comput. Biol. Medicine 116: 103577 (2020) - [c10]Eleni I. Georga, Dimitrios A. Gatsios, Vassilios D. Tsakanikas, Konstantina D. Kourou, Matthew Liston, Marousa Pavlou, Dimitrios Kikidis, Athanasios Bibas, Christos Nikitas, Doris Eva Bamiou, Dimitrios I. Fotiadis:
A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme. EMBC 2020: 5544-5547
2010 – 2019
- 2019
- [j3]Vasileios C. Pezoulas, Konstantina D. Kourou, Fanis G. Kalatzis, Themis P. Exarchos, Aliki Venetsanopoulou, Evi Zampeli, Saviana Gandolfo, Fotini Skopouli, Salvatore de Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis:
Medical data quality assessment: On the development of an automated framework for medical data curation. Comput. Biol. Medicine 107: 270-283 (2019) - [c9]Georgios C. Manikis, Ruth Pat-Horenczyk, Dimitrios I. Fotiadis, Manolis Tsiknakis, Panagiotis G. Simos, Konstantina Kourou, Paula Poikonen-Saksela, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Dimitrios G. Katehakis, Lefteris Koumakis, Angelina Kouroubali:
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment. BIBE 2019: 423-427 - [c8]Dimitrios A. Gatsios, Eleni I. Georga, Konstantina Kourou, Dimitrios I. Fotiadis, Dimitrios Kikidis, Athanasios Bibas, Christos Nikitas, Matthew Liston, Marousa Pavlou, Doris Eva Bamiou, Sergi G. Costafreda:
Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults. PETRA 2019: 616-619 - 2018
- [c7]Konstantina Kourou, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis:
Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach. EMBC 2018: 1307-1310 - [c6]Vasileios C. Pezoulas, Konstantina D. Kourou, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis:
A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. SWH@ISWC 2018 - 2017
- [j2]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence. IEEE J. Biomed. Health Informatics 21(2): 320-327 (2017) - [c5]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. BHI 2017: 209-212 - [c4]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. EMBC 2017: 3876-3879 - 2016
- [j1]Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Yorgos Goletsis, Themis P. Exarchos, Steven Jacobs, Bart Meyns, Maria Giovanna Trivella, Dimitrios I. Fotiadis:
Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data. Comput. Biol. Medicine 70: 99-105 (2016) - [c3]Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. BHI 2016: 360-363 - [c2]Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis:
Prediction of oral cancer recurrence using dynamic Bayesian networks. EMBC 2016: 5275-5278 - 2015
- [c1]Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis:
A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. EMBC 2015: 7663-7666
Coauthor Index
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