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
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.
2023
Pervanidou, Panagiota, Chatzidaki, Evi, Nicolaides, Nicolas C., Voutetakis, Antonis, Polychronaki, Nektaria, Chioti, Vassiliki, Kitani, Rosa-Anna, Kyrkopoulou, Eleni, Zarkogianni, Konstantia, Kalafatis, Eleftherios, Mitsis, Kostas, Perakis, Κonstantinos, Nikita, Konstantina, Kanaka-Gantenbein, Christina. “The Impact of the ENDORSE Digital Weight Management Program on the Metabolic Profile of Children and Adolescents with Overweight and Obesity and on Food Parenting Practices”. Nutrients, vol. 15, 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.
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.
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
Mitsis, Konstantinos, Zarkogianni, Konstantia, Kalafatis, Eleftherios, Dalakleidi, Kalliopi, Jaafar, Amyn, Mourkousis, Georgios, Nikita, Konstantina S. “A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health”. Sensors, vol. 22, pp. 2472, 2022.
Vasilakis, I. A., Kosteria, I., Papavasileiou, G., Zarkogianni, K., Kalafatis, L., Mitsis, K., Athanasiou, M., Perakis, K., Taliou, A., Nicolaides, N., Chioti, V., Tokou, I., Vergeti, D., Antonopoulou, D., Papachristou, E., Meklis, V., Nikita, K., Kanaka-Gantenbein, C.. “The ENDORSE feasibility pre-pilot trial: Assessing an innovative integrated platform, implementing serious games strategy and artificial intelligence-based telemedicine for glycemic control improvement”. Pediatric Diabetes, pp. 65--65, 2022.
Vasilakis, I. A., Kosteria, I., Mitsis, K., Zarkogianni, K., Kalafatis, L., Athanasiou, M., Perakis, K., Papavasiliou, G., Taliou, A., Nicolaides, N., Chioti, V., Tokou, I., Vergeti, D., Antonopoulou, D., Papachristou, E., Meklis, V., Nikita, K., Kanaka-Gantenbein, C.. “THE ENDORSE FEASIBILITY PILOT TRIAL: ASSESSING THE IMPLEMENTATION OF SERIOUS GAMES STRATEGY AND ARTIFICIAL INTELLIGENCE- BASED TELEMEDICINE IN GLYCEMIC CONTROL IMPROVEMENT”. Diabetes Technology and Therapeutics, pp. A218--A219, 2022.
2021
Zarkogianni, K, Athanasiou, M, Mitsis, K, Vasilakis, I, Kosteria, I, Perakis, K, Vergeti, D, Antonopoulou, D, Papachristou, E, Chioti, V, others. “The Endorse Pilot Trial”. Diabetes Technology & Therapeutics, pp. A68--A68, 2021.
Zarkogianni, K, Athanasiou, M, Mitsis, K, Chatzidaki, E, Polychronaki, N, Perakis, K, Vergeti, D, Antonopoulou, D, Papachristou, E, Chioti, V, others. “A Comprehensive Approach To Empower Self-Management of Health in Childhood Obesity Based on Gamification Mechanisms and Biofeedback”. Diabetes Technology & Therapeutics, pp. A57--A58, 2021.
Athanasiou, M, Zarkogianni, K, Monou, S, Kosteria, I, Vasilakis, I, Kanaka-Gantenbein, C, Nikita, K. “An Interpretable LSTM-Based Prediction Model For Assessing The Risk of Hospitalization And Re-Hospitalization in Youth With Type 1 Diabetes Mellitus”. Diabetes Technology & Therapeutics, pp. A27--A28, 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.
2020
Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita. “An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus”. arXiv, 2020.
K. Mitsis, E. Kalafatis, K. Zarkogianni, G. Mourkousis, K. S. Nikita. “Procedural content generation based on a genetic algorithm in a serious game for obstructive sleep apnea”. 2020 IEEE Conference on Games (CoG), pp. 694--697, 2020.
2019
Zarkogianni, Konstantia, Nikita, Konstantina S. “Personal health systems for diabetes management, early diagnosis and prevention” in Consumer-Driven Technologies in Healthcare: Breakthroughs in Research and Practice. 2019, pp. 191--218.