Publications
2026
Siachos, Ioannis, Athanasiou, Maria, Zarkogianni, Konstantia, Thanopoulou, Anastasia C, Nikita, Konstantina S. “Interpretable Graph Convolutional Networks for cardiovascular disease risk prediction in patients with Type 2 Diabetes Mellitus”. Journal of Biomedical Informatics, vol. 178, pp. 105015, 2026.
2017
Dalakleidi, Kalliopi, Zarkogianni, Konstantia, Thanopoulou, Anastasia, Nikita, Konstantina. “Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications”. Expert Systems, 2017.
2013
Dalakleidi, Kalliopi V, Zarkogianni, Konstantia, Karamanos, Vassilis G, Thanopoulou, Anastasia C, Konstantina S Nikita. “A hybrid genetic algorithm for the selection of critical features for cardiovascular complications prognosis in type 2 diabetes patients”. 13th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2013), 2013.