Anastasia C. Thanopoulou

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 4

Top Topics

Machine Learning

Hybrid Genetic Algorithm

Cardiovascular Disease

Top Venues

Expert Syst. J. Knowl. Eng.

IEEE J. Biomed. Health Informatics

Publications

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. BIBE (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. CoRR (2020)
Konstantia Zarkogianni, Maria Athanasiou, Anastasia C. Thanopoulou
Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Kalliopi Dalakleidi, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
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. 34 (6) (2017)
Kalliopi Dalakleidi, Konstantia Zarkogianni, Vassilios G. Karamanos, Anastasia C. Thanopoulou, Konstantina S. Nikita
A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients. BIBE (2013)