SMARTDIAB: a communication and information technology approach for the intelligent monitoring, management and follow-up of type 1 diabetes patients. - Stavroula G. Mougiakakou; Christos S. Bartsocas; Evangelos Bozas; Nikos Chaniotakis; Dimitra Iliopoulou; Ioannis N. Kouris; Sotiris Pavlopoulos; Aikaterini Prountzou; Marios Skevofilakas; Alexandre Tsoukalis; Kostas Varotsis; Andriani Vazeou; et al. (IEEE Trans. Inf. Technol. Biomed., 2010)

An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control. - Konstantia Zarkogianni; Andriani Vazeou; Stavroula G. Mougiakakou; Aikaterini Prountzou; Konstantina S. Nikita (IEEE Trans. Biomed. Eng., 2011)

A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients. - Kalliopi Dalakleidi; Konstantia Zarkogianni; Vassilios G. Karamanos; Anastasia C. Thanopoulou; Konstantina S. Nikita (BIBE, 2013)

Personalized glucose-insulin metabolism model based on self-organizing maps for patients with Type 1 Diabetes Mellitus. - Konstantia Zarkogianni; Eleni Litsa; Andriani Vazeou; Konstantina S. Nikita (BIBE, 2013)

A data gathering framework to collect Type 2 diabetes patients data. - Arianna Dagliati; Lucia Sacchi; Mauro Bucalo; Daniele Segagni; Konstantia Zarkogianni; Antonio Martinez-Millana; Jorge Cancela; Francesco Sambo; Giuseppe Fico; Maria Teresa Meneu Barreira; Carlo Cerra; Konstantina S. Nikita; et al. (BHI, 2014)

Neuro-fuzzy based glucose prediction model for patients with Type 1 diabetes mellitus. - Konstantia Zarkogianni; Konstantinos Mitsis; María Teresa Arredondo; Giuseppe Fico; Alessio Fioravanti; Konstantina S. Nikita (BHI, 2014)

Comparative assessment of glucose prediction models for patients with type 1 diabetes mellitus applying sensors for glucose and physical activity monitoring. - Konstantia Zarkogianni; Konstantinos Mitsis; Eleni Litsa; María Teresa Arredondo; G. Ficomicron; Alessio Fioravanti; Konstantina S. Nikita (Medical Biol. Eng. Comput., 2015)

Special issue on emerging technologies for the management of diabetes mellitus. - Konstantia Zarkogianni; Konstantina S. Nikita (Medical Biol. Eng. Comput., 2015)

A Review of Emerging Technologies for the Management of Diabetes Mellitus. - Konstantia Zarkogianni; Eleni Litsa; Konstantinos Mitsis; Po-Yen Wu; Chanchala D. Kaddi; Chihwen Cheng; May D. Wang; Konstantina S. Nikita (IEEE Trans. Biomed. Eng., 2015)

Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications. - Kalliopi Dalakleidi; Konstantia Zarkogianni; Anastasia C. Thanopoulou; Konstantina S. Nikita (Expert Syst. J. Knowl. Eng., 2017)

Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication. - Konstantia Zarkogianni; Maria Athanasiou; Anastasia C. Thanopoulou (IEEE J. Biomed. Health Informatics, 2018)

Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results. - Konstantinos Mitsis; Konstantia Zarkogianni; Kalliopi Dalakleidi; George Mourkousis; Konstantina S. Nikita (BIBE, 2019)

An Ontology-Based Serious Game Design for the Development of Nutrition and Food Literacy Skills. - Konstantinos Mitsis; Konstantia Zarkogianni; Nefeli Bountouni; Maria Athanasiou; Konstantina S. Nikita (EMBC, 2019)

What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project. - Giuseppe Fico; Liss Hernández; Jorge Cancela; Arianna Dagliati; Lucia Sacchi; Antonio Martinez-Millana; Jorge Posada; Lidia Manero; Jose Verdú; Andrea Facchinetti; Manuel Ottaviano; Konstantia Zarkogianni; et al. (BMC Medical Informatics Decis. Mak., 2019)

An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus. - Maria Athanasiou; Konstantina Sfrintzeri; Konstantia Zarkogianni; Anastasia C. Thanopoulou; Konstantina S. Nikita (BIBE, 2020)

Procedural content generation based on a genetic algorithm in a serious game for obstructive sleep apnea. - Konstantinos Mitsis; Eleftherios Kalafatis; Konstantia Zarkogianni; George Mourkousis; Konstantina S. Nikita (CoG, 2020)

An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus. - Maria Athanasiou; Konstantia Zarkogianni; Konstantinos Karytsas; Konstantina S. Nikita (BIBE, 2021)

Artificial Intelligence Based Procedural Content Generation in Serious Games for Health: The Case of Childhood Obesity. - Eleftherios Kalafatis; Konstantinos Mitsis; Konstantia Zarkogianni; Maria Athanasiou; Antonis Voutetakis; Nicolas Nicolaides; Evi Chatzidaki; Nektaria Polychronaki; Vassia Chioti; Panagiota Pervanidou; Konstantinos Perakis; Danae Antonopoulou; et al. (MobiHealth, 2022)

A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health. - Konstantinos Mitsis; Konstantia Zarkogianni; Eleftherios Kalafatis; Kalliopi Dalakleidi; Amyn Jaafar; Georgios Mourkousis; Konstantina S. Nikita (Sensors, 2022)

The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals. - Konstantia Zarkogianni; Edmund Dervakos; George Filandrianos; Theofanis Ganitidis; Vasiliki Gkatzou; Aikaterini Sakagianni; Raghu Raghavendra; C. L. Max Nikias; Giorgos Stamou; Konstantina S. Nikita (CoRR, 2023)

Development of personalized interpretable multilevel prediction models for the risk assessment of hypoglycemia in Type 1 Diabetes. - Maria Athanasiou; Nefeli Myropoulou; Konstantia Zarkogianni; Konstantina S. Nikita (EMBC, 2024)

Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework. - Theofanis Ganitidis; Maria Athanasiou; Konstantinos Mitsis; Konstantia Zarkogianni; Konstantina S. Nikita (CoRR, 2024)

A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents. - Eleftherios Kalafatis; Konstantinos Mitsis; Konstantia Zarkogianni; Maria Athanasiou; Konstantina S. Nikita (CoRR, 2025)