Δημοσιεύσεις
2025
Vlontzou, Maria Eleftheria, Athanasiou, Maria, Dalakleidi, Kalliopi V, Skampardoni, Ioanna, Davatzikos, Christos, Nikita, Konstantina. “A comprehensive interpretable machine learning framework for mild cognitive impairment and Alzheimer’s disease diagnosis”. Scientific Reports, vol. 15, pp. 8410, 2025.
2024
Skampardoni, Ioanna, Wen, Junhao, Guray, Erus, Shou, Haochang, Nikita, Konstantina, Davatzikos, Christos. “Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories”. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1--5, 2024.