Combination of rs-fMRI and sMRI Data to Discriminate Autism Spectrum Disorders in Young Children Using Deep Belief Network. - Maryam Akhavan Aghdam; Arash Sharifi; Mir Mohsen Pedram (J. Digit. Imaging, 2018)

Diagnosis of Autism Spectrum Disorders in Young Children Based on Resting-State Functional Magnetic Resonance Imaging Data Using Convolutional Neural Networks. - Maryam Akhavan Aghdam; Arash Sharifi; Mir Mohsen Pedram (J. Digit. Imaging, 2019)

Effective Diversity Optimizations for High Accuracy Deep Ensembles. - Hongpeng Jin; Maryam Akhavan Aghdam; Sai Nath Chowdary Medikonduru; Wenqi Wei 001; Xuyu Wang; Wenbin Zhang 002; Yanzhao Wu 001 (CogMI, 2024)

Pvtad: Alzheimer's Disease Diagnosis Using Pyramid Vision Transformer Applied to White Matter of T1-Weighted Structural Mri Data. - Maryam Akhavan Aghdam; Serdar Bozdag; Fahad Saeed (ISBI, 2024)

DA-MoE: Towards Dynamic Expert Allocation for Mixture-of-Experts Models. - Maryam Akhavan Aghdam; Hongpeng Jin; Yanzhao Wu 001 (CoRR, 2024)

Machine-learning models for Alzheimer's disease diagnosis using neuroimaging data: survey, reproducibility, and generalizability evaluation. - Maryam Akhavan Aghdam; Serdar Bozdag; Fahad Saeed (Brain Informatics, 2025)