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, Nasrallah, Ilya M, Abdulkadir, Ahmed, Wen, Junhao, Melhem, Randa, Mamourian, Elizabeth, Erus, Guray, Doshi, Jimit, Singh, Ashish, Yang, Zhijian, others. “Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals”. JAMA psychiatry, vol. 81, pp. 456--467, 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.
2023
Skampardoni, Ioanna, Nasrallah, Ilya M, Wen, Junhao, Cui, Yuhan, Abdulkadir, Ahmed, Yang, Zhijian, Erus, Guray, Mamourian, Elizabeth, Singh, Ashish, Shou, Haochang, others. “Artificial intelligence reveals brain aging patterns in 27,402 individuals without diagnosed cognitive impairment that are linked to genetics, biomedical measures, and cognitive decline”. Alzheimer's Association International Conference, 2023.