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Diffusion MRI

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Showing 51–75 of 213 papers

TitleStatusHype
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
A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations—0
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning—0
Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI—0
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography—0
Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites—0
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data—0
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching—0
Diffusion MRI with Machine Learning—0
A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography—0
ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour CharacterisationCode0
Characterizing normal perinatal development of the human brain structural connectivity—0
Neural Spherical Harmonics for structurally coherent continuous representation of diffusion MRI signal—0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning ReconstructionCode0
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation—0
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