23 results on '"Sophia I Thomopoulos"'
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2. Large-scale Normative Modeling of Brain Microstructure.
3. Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction.
4. Predicting Decline in Clinical Assessments of Alzheimer's Disease With Machine Learning and 3D Brain MRI.
5. Along-Tract Parameterization of White Matter Microstructure using Medial Tractography Analysis (MeTA).
6. Can Structural MRIs be used to Detect Amyloid Positivity using Deep Learning?
7. Medial Tractography Analysis (MeTA) for White Matter Population Analyses Across Datasets.
8. The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks.
9. Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection.
10. Predictive Modeling Of Alzheimer's Disease Prognosis Using Anatomical & Diffusion MRI.
11. A Comprehensive Corpus Callosum Segmentation Tool for Detecting Callosal Abnormalities and Genetic Associations from Multi Contrast MRIs.
12. Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting.
13. Normative Aging for an Individual's Full Brain MRI Using Style GANs to Detect Localized Neurodegeneration.
14. BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data.
15. FiberNeat: Unsupervised White Matter Tract Filtering.
16. Predicting Progression from Mild Cognitive Impairment to Alzheimer's Disease using MRI-based Cortical Features and a Two-State Markov Model.
17. Region Specific Automatic Quality Assurance For MRI-Derived Cortical Segmentations.
18. Style Transfer Using Generative Adversarial Networks for Multi-site MRI Harmonization.
19. A Deep Transfer Learning Framework for 3D Brain Imaging Based on Optimal Mass Transport.
20. Multi-Shell Diffusion MRI Measures of Brain Aging: A Preliminary Comparison From ADNI3.
21. Support Vector Based Autoregressive Mixed Models of Longitudinal Brain Changes and Corresponding Genetics in Alzheimer's Disease.
22. FIBERNET 2.0: An automatic neural network based tool for clustering white matter fibers in the brain.
23. FiberNET: An Ensemble Deep Learning Framework for Clustering White Matter Fibers.
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