Κωνσταντίνα Κούρου

University of Ioannina — Greece

Biochemistry, Genetics and Molecular Biology · Life Sciences

13h-index3.7kcitations47works1.02yr avg
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Research Topics

Bioinformatics and Genomic Networks(11), Cancer survivorship and care(9), Gene expression and cancer classification(8), Global Cancer Incidence and Screening(6), Family Support in Illness(6)

Publications47 total

Early Pancreatic Cancer detection using Extracellular Vesicles and adaptive learning techniques
2025
A machine-learning approach for pancreatic neoplasia classification based on plasma extracellular vesicles
Frontiers in Oncology·2025· 3 citedOpen Access
The Causal Effect of Personality Traits on the Mental Health in Breast Cancer Patients Under the Occurrence of Negative Life Events
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025
Genomic and Epidemiological Surveillance of SARS-CoV-2 Epidemic in Northwestern Greece
Acta Microbiologica Hellenica·2024Open Access
Digital Self‐Management Intervention Paths for Early Breast Cancer Patients: Results of a Pilot Study
The Breast Journal·2024· 2 citedOpen Access
Predicting Quality of Life for Breast Cancer Patients <sup>*</sup>
2023
Well‐being trajectories in breast cancer and their predictors: A machine‐learning approach
Psycho-Oncology·2023· 4 citedOpen Access
Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data
2023
Personalized Risk Analysis to Improve the Psychological Resilience of Women Undergoing Treatment for Breast Cancer: Development of a Machine Learning–Driven Clinical Decision Support Tool
Journal of Medical Internet Research·2023· 19 citedOpen Access
Personalized prediction of one-year mental health deterioration using adaptive learning algorithms: a multicenter breast cancer prospective study
Scientific Reports·2023· 6 citedOpen Access
Personalized Risk Analysis to Improve the Psychological Resilience of Women Undergoing Treatment for Breast Cancer: Development of a Machine Learning–Driven Clinical Decision Support Tool (Preprint)
2022
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)·2022· 1 cited
Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients
2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)·2022· 2 cited
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study
2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)·2022· 3 cited
Addressing the clinical unmet needs in primary Sjögren’s Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts
Computational and Structural Biotechnology Journal·2022· 23 citedOpen Access
A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19
Diagnostics·2021· 9 citedOpen Access
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints
Computers in Biology and Medicine·2021· 6 citedOpen Access
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
Computers in Biology and Medicine·2021· 40 cited
Πολυδιάστατες υπολογιστικές μέθοδοι για την μοντελοποίηση της διάγνωσης, πρόγνωσης και θεραπείας του καρκίνου
University of Ioannina·2021Open Access
Applied machine learning in cancer research: A systematic review for patient diagnosis, classification and prognosis
Computational and Structural Biotechnology Journal·2021· 140 citedOpen Access
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Frequent Co-authors

Dimitrios I. Fotiadis(23), Dimitrios I. Fotiadis(17), Costas Papaloukas(16), Georgios C. Manikis(12), Haridimos Kondylakis(12), Evangelos C. Karademas(12), Vasileios C. Pezoulas(11), Paula Poikonen‐Saksela(11), Ruth Pat‐Horenczyk(11), Ketti Mazzocco(10), Berta Sousa(10), Kostas Marias(10), Athanasios G. Tzioufas(9), Panagiotis G. Simos(9), Themis P. Exarchos(8), Salvatore De Vita(8), Eugenia Mylona(7), Konstantinos Exarchos(6), Albino J. Oliveira‐Maia(6), Johanna Mattson(6)