K
Konstantinos Mitsis
Researcher at National Technical University of Athens
Publications - 10
Citations - 258
Konstantinos Mitsis is an academic researcher from National Technical University of Athens. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 4, co-authored 7 publications receiving 170 citations. Previous affiliations of Konstantinos Mitsis include National and Kapodistrian University of Athens.
Papers
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Journal ArticleDOI
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,E. Litsa,Maria Teresa Arredondo,G. Ficο,Alessio Fioravanti,Konstantina S. Nikita +6 more
TL;DR: Comparing assessment of four glucose prediction models for patients with type 1 diabetes mellitus using data from sensors monitoring blood glucose concentration demonstrates the superiority of SOM over FNN, WFNN, and LRM with SOM leading to better predictive performance in terms of both mathematical and clinical evaluation criteria.
Journal ArticleDOI
A Review of Emerging Technologies for the Management of Diabetes Mellitus
Konstantia Zarkogianni,Eleni Litsa,Konstantinos Mitsis,Po-Yen Wu,Chanchala D. Kaddi,Chih-Wen Cheng,May D. Wang,Konstantina S. Nikita +7 more
TL;DR: In this article, the authors present and discuss the latest accomplishments in sensors for glucose and lifestyle monitoring along with clinical decision support systems (CDSSs) facilitating self-disease management and supporting healthcare professionals in decision making.
Journal ArticleDOI
Artificial intelligence in clinical care amidst COVID-19 pandemic: A systematic review
TL;DR: In this paper, the authors conducted a systematic literature review on published and preprint reports of Artificial Intelligence models developed and validated for screening, diagnosis and prognosis of the coronavirus disease 2019.
Proceedings ArticleDOI
Neuro-fuzzy based glucose prediction model for patients with Type 1 diabetes mellitus
Konstantia Zarkogianni,Konstantinos Mitsis,Maria Teresa Arredondo,Giuseppe Fico,Alessio Fioravanti,Konstantina S. Nikita +5 more
TL;DR: The obtained results demonstrate the ability of the proposed model to capture the metabolic behavior of a patient with T1DM and to handle intra- and inter-patient variability.
Proceedings ArticleDOI
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 +4 more
TL;DR: A novel serious game aiming at building NL and FL skills in adolescents and young adults is presented, based on an innovative conceptual framework, incorporating a recipe ontology and a theory driven game design approach maximizing user attractiveness and promoting sustainable effective dietary changes.