Konstantia Zarkogianni
Orcid: 0000-0003-3886-1618
According to our database1,
Konstantia Zarkogianni
authored at least 20 papers
between 2010 and 2023.
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Bibliography
2023
The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals.
CoRR, 2023
2022
A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health.
Sensors, 2022
Artificial Intelligence Based Procedural Content Generation in Serious Games for Health: The Case of Childhood Obesity.
Proceedings of the Wireless Mobile Communication and Healthcare, 2022
2021
An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
Procedural content generation based on a genetic algorithm in a serious game for obstructive sleep apnea.
Proceedings of the IEEE Conference on Games, 2020
An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
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.
BMC Medical Informatics Decis. Mak., 2019
An Ontology-Based Serious Game Design for the Development of Nutrition and Food Literacy Skills.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication.
IEEE J. Biomed. Health Informatics, 2018
2017
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., 2017
2015
IEEE Trans. Biomed. Eng., 2015
Medical Biol. Eng. Comput., 2015
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., 2015
2014
Neuro-fuzzy based glucose prediction model for patients with Type 1 diabetes mellitus.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Personalized glucose-insulin metabolism model based on self-organizing maps for patients with Type 1 Diabetes Mellitus.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2011
An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control.
IEEE Trans. Biomed. Eng., 2011
2010
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., 2010