Publications
2025
Ganitidis, Theofanis, Athanasiou, Maria, Mitsis, Konstantinos, Zarkogianni, Konstantia, Nikita, Konstantina S. “A Comprehensive Drift-Adaptive Framework for Sustaining Model Performance in COVID-19 Detection From Dynamic Cough Audio Data: Model Development and Validation”. Journal of Medical Internet Research, vol. 27, pp. e66919, 2025.
2024
Ganitidis, Theofanis, Athanasiou, Maria, Nikita, Konstantina S.. “Uncertainty-Informed Active Learning Using Monte Carlo Dropout for Risk Stratification in Carotid Ultrasound Imaging”. 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pp. 1-7, 2024.
2023
Zarkogianni, Konstantia, Dervakos, Edmund, Filandrianos, George, Ganitidis, Theofanis, Gkatzou, Vasiliki, Sakagianni, Aikaterini, Raghavendra, Raghu, Max Nikias, CL, Stamou, Giorgos, Nikita, Konstantina S. “The smarty4covid dataset and knowledge base as a framework for interpretable physiological audio data analysis”. Scientific data, vol. 10, pp. 770, 2023.
2021
Ganitidis, Theofanis, Athanasiou, Maria, Dalakleidi, Kalliopi, Melanitis, Nikos, Golemati, Spyretta, Nikita, Konstantina S.. “Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images”. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC), pp. 3902-3905, 2021.