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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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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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03/02/2023
GeoLab: Geometry-based Tractography Parcellation of Superficial White Matter
Superficial white matter (SWM) has been less studied than long-range con...
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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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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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05/16/2020