Connectome signatures of hyperexcitation in cognitively intact middle-aged female APOE-ε4 carriers I Fortel, LE Korthauer, Z Morrissey, L Zhan, O Ajilore, O Wolfson, I Driscoll, ... Cerebral Cortex 30 (12), 6350-6362, 2020 | 13 | 2020 |
Brain dynamics through the lens of statistical mechanics by unifying structure and function I Fortel, M Butler, LE Korthauer, L Zhan, O Ajilore, I Driscoll, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 11 | 2019 |
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function I Fortel, M Butler, LE Korthauer, L Zhan, O Ajilore, A Sidiropoulos, Y Wu, ... Network Neuroscience 6 (2), 420-444, 2022 | 8 | 2022 |
Disrupted Excitation-Inhibition balance in cognitively normal individuals at risk of alzheimer’s disease I Fortel, L Zhan, O Ajilore, Y Wu, S Mackin, A Leow Journal of Alzheimer's Disease, 1-19, 2023 | 7 | 2023 |
Hippocampal functional connectivity across age in an App knock-in mouse model of Alzheimer's disease ZD Morrissey, J Gao, L Zhan, W Li, I Fortel, T Saido, T Saito, A Bakker, ... Frontiers in Aging Neuroscience 14, 1085989, 2023 | 6 | 2023 |
Unified embeddings of structural and functional connectome via a function-constrained structural graph variational auto-encoder C Amodeo, I Fortel, O Ajilore, L Zhan, A Leow, T Tulabandhula International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 4 | 2022 |
Medical image computing and computer assisted intervention—MICCAI 2019. Lecture notes in computer science I Fortel, M Butler, LE Korthauer, L Zhan, O Ajilore, I Driscoll, ... Springer International Publishing, Cham, 2019 | 4 | 2019 |
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes T Manos, S Diaz-Pier, I Fortel, I Driscoll, L Zhan, A Leow Frontiers in computational neuroscience 17, 1295395, 2023 | 3 | 2023 |
Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification D Coluzzi, V Bordin, MW Rivolta, I Fortel, L Zhang, A Leow, G Baselli arXiv preprint arXiv:2305.03056, 2023 | 2 | 2023 |
Altered Regional and Whole-Brain Excitation/Inhibition Balance Correlates with Alzheimer's Disease Risk Factors AP Burns, I Fortel, BB Bendlin, L Zhan, A Leow Alzheimer's Association International Conference, 2024 | | 2024 |
Temporal alterations in white matter in an App knock-in mouse model of Alzheimer’s disease ZD Morrissey, J Gao, A Shetti, W Li, L Zhan, W Li, I Fortel, T Saido, T Saito, ... eneuro 11 (2), 2024 | | 2024 |
Signatures of abnormal deviations in excitation‐inhibition balance for amyloid positive individuals I Fortel, L Zhan, O Ajilore, Y Wu, SR Mackin, A Leow Alzheimer's & Dementia 19, e077556, 2023 | | 2023 |
Excitation-Inhibition Balance: A Study of Brain Network Dynamics Using Statistical Mechanics I Fortel University of Illinois at Chicago, 2021 | | 2021 |
Hybrid resting state structural connectome reveals disruption of excitation‐inhibition balance in APOE ε4 carriers: Neuroimaging/multi‐modal comparisons I Fortel, Z Morrissey, LE Korthauer, L Zhan, O Ajilore, I Driscoll, ... Alzheimer's & Dementia 16, e044242, 2020 | | 2020 |
Robustness and Explainability of Deep Neural Networks: Architectures and Applications C Agarwal University of Illinois at Chicago, 2020 | | 2020 |
Bpen: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis K Ye, H Tang, S Dai, I Fortel, PM Thompson, S Mackin, A Leow, H Huang, ... Available at SSRN 4879779, 0 | | |