Δημοσιεύσεις
2025
Vlontzou, Maria Eleftheria, Athanasiou, Maria, Dalakleidi, Kalliopi V, Skampardoni, Ioanna, Davatzikos, Christos, Nikita, Konstantina. “A comprehensive interpretable machine learning framework for mild cognitive impairment and Alzheimer’s disease diagnosis”. Scientific Reports, vol. 15, pp. 8410, 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
Chatzidaki, Evi, Chioti, Vassiliki, Mourtou, Lidia, Papavasileiou, Georgia, Kitani, Rosa-Anna, Kalafatis, Eleftherios, Mitsis, Kostas, Athanasiou, Maria, Zarkogianni, Konstantia, Nikita, Konstantina, others. “Parenting Styles and Psychosocial Factors of Mother--Child Dyads Participating in the ENDORSE Digital Weight Management Program for Children and Adolescents during the COVID-19 Pandemic”. Children, vol. 11, pp. 107, 2024.
Athanasiou, Maria, Myropoulou, Nefeli, Zarkogianni, Konstantia, Nikita, Konstantina S. “Development of personalized interpretable multilevel prediction models for the risk assessment of hypoglycemia in Type 1 Diabetes”. 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1--5, 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, Chatzidaki, Evi, Polychronaki, Nektaria, Kalafatis, Eleftherios, Nicolaides, Nicolas C., Voutetakis, Antonis, Chioti, Vassiliki, Kitani, Rosa-Anna, Mitsis, Kostas, Perakis, Κonstantinos, Athanasiou, Maria, Antonopoulou, Danae, Pervanidou, Panagiota, Kanaka-Gantenbein, Christina, Nikita, Konstantina. “The ENDORSE Feasibility Study: Exploring the Use of M-Health, Artificial Intelligence and Serious Games for the Management of Childhood Obesity”. Nutrients, vol. 15, 2023.
Athanasiou, Maria, Fragkozidis, Georgios, Zarkogianni, Konstantia, Nikita, Konstantina S. “Long Short-term Memory--Based Prediction of the Spread of Influenza-Like Illness Leveraging Surveillance, Weather, and Twitter Data: Model Development and Validation”. J Med Internet Res, vol. 25, 2023.
Kalafatis, Eleftherios, Mitsis, Konstantinos, Zarkogianni, Konstantia, Athanasiou, Maria, Voutetakis, Antonis, Nicolaides, Nicolas, Chatzidaki, Evi, Polychronaki, Nektaria, Chioti, Vassia, Pervanidou, Panagiota, Perakis, Konstantinos, Antonopoulou, Danae, Papachristou, Efi, Kanaka-Gantenbein, Christina, Nikita, Konstantina S.. “Artificial Intelligence Based Procedural Content Generation in Serious Games for Health: The Case of Childhood Obesity”. Wireless Mobile Communication and Healthcare, pp. 207--219, 2023.
2022
Kiourti, Asimina, Abbosh, Amin M, Athanasiou, Maria, Björninen, Toni, Eid, Aline, Furse, Cynthia, Ito, Koichi, Lazzi, Gianluca, Manoufali, Mohamed, Pastorino, Matteo, others. “Next-Generation Healthcare: Enabling Technologies for Emerging Bioelectromagnetics Applications”. IEEE Open Journal of Antennas and Propagation, vol. 3, pp. 363--390, 2022.
2021
Athanasiou, Maria, Zarkogianni, Konstantia, Karytsas, Konstantinos, Nikita, Konstantina S.. “An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus”. 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), pp. 1-5, 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.
2019
Mitsis, Konstantinos, Zarkogianni, Konstantia, Bountouni, Nefeli, Athanasiou, Maria, Nikita, Konstantina S. “An Ontology-Based Serious Game Design for the Development of Nutrition and Food Literacy Skills”. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1405--1408, 2019.