Publications
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.