Konstantina Kourou

According to our database, Konstantina Kourou authored at least 22 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data.

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Predicting Quality of Life for Breast Cancer Patients ^*.

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.

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

Comput. Biol. Medicine, 2022

Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients.

Orestis D. Papagiannopoulos, Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis.

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

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

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.

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

Comput. Biol. Medicine, 2021

Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests¹.

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks.

Konstantina Kourou, George Rigas, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2020

A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme.

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Medical data quality assessment: On the development of an automated framework for medical data curation.

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

Comput. Biol. Medicine, 2019

Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults.

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

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment.

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

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics.

Vasileios C. Pezoulas, Konstantina D. Kourou, Themis P. Exarchos, Vassiliki Andronikou, Theodora A. Varvarigou, Athanasios G. Tzioufas, Salvatore de Vita, Dimitrios I. Fotiadis

Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018

Assessing The Predictive Value Of Regulatory Molecules For Patient Outcome In Pancreatic Cancer: A Computational Approach.

Konstantina Kourou, Costas Papaloukas, Michael Mitsis, Dimitrios I. Fotiadis

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence.

Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis

IEEE J. Biomed. Health Informatics, 2017

Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification.

Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A computational pipeline for deciphering the molecular mechanisms of oral cancer progression.

Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data.

Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Yorgos Goletsis, Themis P. Exarchos, Steven Jacobs, Bart Meyns, Maria Giovanna Trivella, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2016

Prediction of oral cancer recurrence using dynamic Bayesian networks.

Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients.

Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

A Bayesian Network-based approach for discovering oral cancer candidate biomarkers.

Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015