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Diffusion MRI

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Showing 51–75 of 213 papers

TitleStatusHype
A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI—0
Brain age identification from diffusion MRI synergistically predicts neurodegenerative diseaseCode0
TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point CloudsCode0
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study—0
Parsing altered brain connectivity in neurodevelopmental disorders by integrating graph-based normative modeling and deep generative networks—0
NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention MechanismsCode0
Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling—0
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI—0
Estimating Neural Orientation Distribution Fields on High Resolution Diffusion MRI ScansCode0
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRICode0
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships—0
Detailed delineation of the fetal brain in diffusion MRI via multi-task learningCode0
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation—0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI—0
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning—0
White matter tract crossing and bottleneck regions in the fetal brain—0
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography—0
Diffusion Model-based FOD Restoration from High Distortion in dMRI—0
Multimodal MRI Accurately Identifies Amyloid Status in Unbalanced Cohorts in Alzheimer's Disease Continuum—0
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis—0
A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI—0
Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learningCode0
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium—0
Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models—0
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