Publications
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, 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.
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.
Mitsis, Konstantinos, Zarkogianni, Konstantia, Dalakleidi, Kalliopi, Mourkousis, George, Nikita, Konstantina S. “Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results”. 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 497--502, 2019.
2018
K. Zarkogianni, M. Athanasiou, A. C. Thanopoulou, K. S. Nikita. “Comparison of machine learning approaches towards assessing the risk of developing Cardiovascular disease as a long-term diabetes complication”. IEEE Journal of Biomedical and Health Informatics, vol. PP, pp. 1-1, 2018.
2017
Dalakleidi, Kalliopi, Zarkogianni, Konstantia, Thanopoulou, Anastasia, Nikita, Konstantina. “Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications”. Expert Systems, 2017.
2015
Zarkogianni, Konstantia, Nikita, K S. “Personal Health Systems for Diabetes Management, Early Diagnosis and Prevention” in Handbook of Research on Trends in the Diagnosis and Treatment of Chronic Conditions. Hershey PA, USA: Medical Information Science Reference, 2015.
Zarkogianni, Konstantia, Litsa, E, Mitsis, Konstantinos, Wu, P, Kaddi, C, Cheng, C, Wang, M, Nikita, K S. “A Review of Emerging Technologies for the Management of Diabetes Mellitus”. IEEE Transactions on Biomedical Engineering, vol. 62, 2015.
Spanou, Loukia, Dalakleidi, Kalliopi V, Zarkogianni, Konstantia, Papadimitriou Anastasia, Nikita, K S, Vasileiou Vasiliki, Alevizaki, Maria, Anastasiou, Eleni. “Ketonemia and ketonuria in gestational diabetes mellitus”. Hormones, 2015.
Zarkogianni, Konstantia, Mitsis, Konstantinos, Litsa, Eleni, Arredondo, Maria T, Fico, Giuseppe, Fioravanti, Alessio, Nikita, K S. “Comparative assessment of glucose prediction models for Patients with Type 1 Diabetes Mellitus applying sensors for glucose and physical activity monitoring”. Medical and Biological Engineering and Computing, vol. 53, 2015.
Zarkogianni, Konstantia, Nikita, Konstantina S.. “Special issue on emerging technologies for the management of diabetes mellitus”. Medical & Biological Engineering & Computing, vol. 53, pp. 1255--1258, 2015.
2014
Zarkogianni, Konstantia, Mitsis, Konstantinos, Maria Teresa Arredondo, Fico, Giuseppe, Fioravanti, Alessio, Konstantina S Nikita. “Neuro-Fuzzy Based Glucose Prediction Model for Patients with Type 1 Diabetes Mellitus”. IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), 2014.
Dagliati, Arianna, Sacchi, Lucia, Bucalo, Mauro, Daniele, Segagni, Zarkogianni, Konstantia, Martinez-Millana, Antonio, Cancela, Jorge, Sambo, Francesco, Fico, Giuseppe, Meneu, Teresa, Cerra, Carlo, Konstantina S Nikita, Cobelli, Claudio, Luca, Chiovato, Maria Teresa Arredondo, Bellazzi, Riccardo. “A Data Gathering Framework to Collect Type 2 Diabetes Patients Data”. IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), 2014.
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