A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. - Konstantina Kourou; Konstantinos P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2015)

Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (BHI, 2016)

Prediction of oral cancer recurrence using dynamic Bayesian networks. - Konstantina Kourou; George Rigas 001; Konstantinos P. Exarchos; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 2016)

Prediction of time dependent survival in HF patients after VAD implantation using pre- and post-operative data. - Konstantina Kourou; George Rigas 001; Konstantinos P. Exarchos; Yorgos Goletsis; Themis P. Exarchos; Steven Jacobs; Bart Meyns; Maria Giovanna Trivella; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2016)

A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (BHI, 2017)

Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. - Konstantina Kourou; Costas Papaloukas; Dimitrios I. Fotiadis (EMBC, 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)

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 (EMBC, 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 (SWH@ISWC, 2018)

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; et al. (BIBE, 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 (PETRA, 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)

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 (EMBC, 2020)

Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks. - Konstantina Kourou; George Rigas 001; Costas Papaloukas; Michael Mitsis; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2020)

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; et al. (EMBC, 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; et al. (Comput. Biol. Medicine, 2021)

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 (BHI, 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; et al. (EMBC, 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 (EMBC, 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)

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; et al. (BHI, 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 (EMBC, 2023)