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


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.

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.

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