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)

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)

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)