Konstantia Zarkogianni

26 papers C 6Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable Graph Convolutional Networks for cardiovascular disease risk prediction in patients with Type 2 Diabetes Mellitus.
J. Biomed. Informatics
Ioannis Siachos, Maria Athanasiou, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
2025 J jnl
A Modular Framework for Automated Evaluation of Procedural Content Generation in Serious Games With Deep Reinforcement Learning Agents.
IEEE Trans. Games
Eleftherios Kalafatis, Konstantinos Mitsis, Konstantia Zarkogianni, Maria Athanasiou, Konstantina S. Nikita
2025 J jnl
A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents.
CoRR
Eleftherios Kalafatis, Konstantinos Mitsis, Konstantia Zarkogianni, Maria Athanasiou, Konstantina S. Nikita
2024 — conf
Development of personalized interpretable multilevel prediction models for the risk assessment of hypoglycemia in Type 1 Diabetes.
EMBC
Maria Athanasiou, Nefeli Myropoulou, Konstantia Zarkogianni, Konstantina S. Nikita
2024 J jnl
Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework.
CoRR
Theofanis Ganitidis, Maria Athanasiou, Konstantinos Mitsis, Konstantia Zarkogianni, Konstantina S. Nikita
2023 J jnl
The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals.
CoRR
Konstantia Zarkogianni, Edmund Dervakos, George Filandrianos, Theofanis Ganitidis, Vasiliki Gkatzou, Aikaterini Sakagianni, Raghu Raghavendra, C. L. Max Nikias, Giorgos Stamou, Konstantina S. Nikita
2022 J jnl
A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health.
Sensors
Konstantinos Mitsis, Konstantia Zarkogianni, Eleftherios Kalafatis, Kalliopi Dalakleidi, Amyn Jaafar, Georgios Mourkousis, Konstantina S. Nikita
2022 — conf
Artificial Intelligence Based Procedural Content Generation in Serious Games for Health: The Case of Childhood Obesity.
MobiHealth
Eleftherios Kalafatis, Konstantinos Mitsis, Konstantia Zarkogianni, Maria Athanasiou, Antonis Voutetakis, Nicolas Nicolaides, Evi Chatzidaki, Nektaria Polychronaki, Vassia Chioti, Panagiota Pervanidou, Konstantinos Perakis, Danae Antonopoulou, Efi Papachristou, Christina Kanaka-Gantenbein, Konstantina S. Nikita
2021 C conf
An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus.
BIBE
Maria Athanasiou, Konstantia Zarkogianni, Konstantinos Karytsas, Konstantina S. Nikita
2020 C conf
An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus.
BIBE
Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
2020 J jnl
An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus.
CoRR
Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
2020 C conf
Procedural content generation based on a genetic algorithm in a serious game for obstructive sleep apnea.
CoG
Konstantinos Mitsis, Eleftherios Kalafatis, Konstantia Zarkogianni, George Mourkousis, Konstantina S. Nikita
2019 — conf
An Ontology-Based Serious Game Design for the Development of Nutrition and Food Literacy Skills.
EMBC
Konstantinos Mitsis, Konstantia Zarkogianni, Nefeli Bountouni, Maria Athanasiou, Konstantina S. Nikita
2019 C conf
Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results.
BIBE
Konstantinos Mitsis, Konstantia Zarkogianni, Kalliopi Dalakleidi, George Mourkousis, Konstantina S. Nikita
2019 J jnl
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.
BMC Medical Informatics Decis. Mak.
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, Konstantina S. Nikita, Leif Groop, Rafael Gabriel, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, María Teresa Arredondo
2018 J jnl
Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication.
IEEE J. Biomed. Health Informatics
Konstantia Zarkogianni, Maria Athanasiou, Anastasia C. Thanopoulou
2017 J jnl
Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications.
Expert Syst. J. Knowl. Eng.
Kalliopi Dalakleidi, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
2015 J jnl
A Review of Emerging Technologies for the Management of Diabetes Mellitus.
IEEE Trans. Biomed. Eng.
Konstantia Zarkogianni, Eleni Litsa, Konstantinos Mitsis, Po-Yen Wu, Chanchala D. Kaddi, Chihwen Cheng, May D. Wang, Konstantina S. Nikita
2015 J jnl
Comparative assessment of glucose prediction models for patients with type 1 diabetes mellitus applying sensors for glucose and physical activity monitoring.
Medical Biol. Eng. Comput.
Konstantia Zarkogianni, Konstantinos Mitsis, Eleni Litsa, María Teresa Arredondo, G. Ficomicron, Alessio Fioravanti, Konstantina S. Nikita
2015 J jnl
Special issue on emerging technologies for the management of diabetes mellitus.
Medical Biol. Eng. Comput.
Konstantia Zarkogianni, Konstantina S. Nikita
2014 — conf
A data gathering framework to collect Type 2 diabetes patients data.
BHI
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, Claudio Cobelli, Luca Chiovato, María Teresa Arredondo, Riccardo Bellazzi
2014 — conf
Neuro-fuzzy based glucose prediction model for patients with Type 1 diabetes mellitus.
BHI
Konstantia Zarkogianni, Konstantinos Mitsis, María Teresa Arredondo, Giuseppe Fico, Alessio Fioravanti, Konstantina S. Nikita
2013 C conf
A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients.
BIBE
Kalliopi Dalakleidi, Konstantia Zarkogianni, Vassilios G. Karamanos, Anastasia C. Thanopoulou, Konstantina S. Nikita
2013 C conf
Personalized glucose-insulin metabolism model based on self-organizing maps for patients with Type 1 Diabetes Mellitus.
BIBE
Konstantia Zarkogianni, Eleni Litsa, Andriani Vazeou, Konstantina S. Nikita
2011 J jnl
An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control.
IEEE Trans. Biomed. Eng.
Konstantia Zarkogianni, Andriani Vazeou, Stavroula G. Mougiakakou, Aikaterini Prountzou, Konstantina S. Nikita
2010 J jnl
SMARTDIAB: a communication and information technology approach for the intelligent monitoring, management and follow-up of type 1 diabetes patients.
IEEE Trans. Inf. Technol. Biomed.
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, Konstantia Zarkogianni, Konstantina S. Nikita