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07/18/2023
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation
Diffusion MRI tractography parcellation classifies streamlines into anat...
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07/16/2023
Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI
Inferring brain connectivity and structure in-vivo requires accurate est...
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06/09/2023
Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods
The corticospinal tract (CST) is a critically important white matter fib...
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05/10/2023
SlicerTMS: Interactive Real-time Visualization of Transcranial Magnetic Stimulation using Augmented Reality and Deep Learning
Transcranial magnetic stimulation (TMS) is a non-invasive neuromodulatio...
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03/16/2023
Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes
Neuroimaging measures of the brain's white matter connections can enable...
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11/15/2022
DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography
The retinogeniculate pathway (RGVP) is responsible for carrying visual i...
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11/11/2022
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections
The brain's white matter (WM) undergoes developmental and degenerative p...
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10/13/2022
A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography
Neuroimaging-based prediction of neurocognitive measures is valuable for...
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08/24/2022
A Deep Learning Approach Using Masked Image Modeling for Reconstruction of Undersampled K-spaces
Magnetic Resonance Imaging (MRI) scans are time consuming and precarious...
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07/05/2022
TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers
Diffusion MRI tractography is an advanced imaging technique for quantita...
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02/08/2022
Model and predict age and sex in healthy subjects using brain white matter features: A deep learning approach
The human brain's white matter (WM) structure is of immense interest to ...
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09/17/2021
A review of deep learning methods for MRI reconstruction
Following the success of deep learning in a wide range of applications, ...
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05/16/2020
FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects
Tractography from high-dimensional diffusion magnetic resonance imaging ...
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04/26/2020