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Diffusion MRI

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Showing 51–100 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
Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI—0
SCREENER: A general framework for task-specific experiment design in quantitative 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
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
Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography—0
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data—0
Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites—0
Diffusion MRI with Machine Learning—0
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching—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
Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods—0
Robust Fiber Orientation Distribution Function Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI—0
Spatio-Angular Convolutions for Super-resolution in Diffusion MRICode0
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI—0
DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding—0
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI—0
Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres—0
Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes—0
Resolving quantitative MRI model degeneracy with machine learning via training data distribution design—0
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