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Igor Fortel
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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
132020
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
112019
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
82022
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
72023
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
62023
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
42022
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
42019
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
32023
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
22023
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
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