Publications
2026
Siachos, Ioannis, Athanasiou, Maria, Zarkogianni, Konstantia, Thanopoulou, Anastasia C, Nikita, Konstantina S. “Interpretable Graph Convolutional Networks for cardiovascular disease risk prediction in patients with Type 2 Diabetes Mellitus”. Journal of Biomedical Informatics, vol. 178, pp. 105015, 2026.
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.
Kalafatis, Eleftherios, Mitsis, Konstantinos, Zarkogianni, Konstantia, Athanasiou, Maria, Nikita, Konstantina. “A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents”. IEEE Transactions on Games, pp. 1--10, 2025.
Tziavaras, Konstantinos, Athanasiou, Maria, Nikita, Konstantina S. “Development of autoencoder-guided attention-LSTM models for predicting nocturnal hypoglycemia risk in Type 1 Diabetes”. Authorea Preprints, 2025.
Vlontzou, Maria Eleftheria, Athanasiou, Maria, Davatzikos, Christos, Nikita, Konstantina S. “Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer’s disease from MR images”. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1--7, 2025.
Ganitidis, Theofanis, Vlontzou, Maria Eleftheria, Athanasiou, Maria, Nikita, Konstantina S, Davatzikos, Christos. “Source-Free Active Learning for Adapting Alzheimer’s Diagnostic Deep Learning Models Across Neuroimaging Cohorts”. 2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pp. 1--7, 2025.
Theodorou, Glykeria, Markogiannakis, Aris, Athanasiou, Maria, Mitsis, Konstantinos, Nikita, Konstantina. “Gut Microbial Signatures for Early Screening of Autism Spectrum Disorder: An Interpretable Machine Learning Approach”. 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 346--352, 2025.
Kostavasili, Dimitra, Ganitidis, Theofanis, Athanasiou, Maria, Nikita, Konstantina S. “Fairness-Aware Deep Learning Model for Covid19 Detection from Cough Audio Recordings”. 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 219--224, 2025.
Galiatsatou, Aikaterini Martakou, Athanasiou, Maria, Nikita, Konstantina S. “Development of an Interpretable and Uncertainty-Aware Deep Learning Model for Gastric Cancer Histopathological Image Classification”. 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 494--499, 2025.
Sarafi, Kalliopi, Ganitidis, Theofanis, Athanasiou, Maria, Nikita, Konstantina S. “Comparative Assessment of Uncertainty-Aware Deep Learning Methods for Atherosclerosis Risk Stratification from Carotid Ultrasound Imaging”. 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 230--235, 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.
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