Konstantina Kourou

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Bayesian Networks

Top Venues

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Publications

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
. BHI (2023)
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)
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)
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)
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)
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
. EMBC (2021)
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 (2021)
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 (2020)
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)
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)
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)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
Identification of differentially expressed genes through a meta-analysis approach for oral cancer classification. EMBC (2017)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. BHI (2017)
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) (2017)
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 (2016)
Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis
Gene-based pathway enrichment analysis of oral squamous cell carcinoma patients. BHI (2016)
Konstantina Kourou, George Rigas, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
Prediction of oral cancer recurrence using dynamic Bayesian networks. EMBC (2016)
Konstantina Kourou, Konstantinos P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis
A Bayesian Network-based approach for discovering oral cancer candidate biomarkers. EMBC (2015)