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Diffusion MRI

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Showing 51–100 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
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
E(3) SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRICode1
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
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and GeneralizabilityCode1
Resolving quantitative MRI model degeneracy with machine learning via training data distribution design—0
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling—0
DDM^2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion ModelsCode1
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography—0
Motion-Invariant Variational Auto-Encoding of Brain Structural ConnectomesCode0
Robust Circuitry-Based Scores of Structural Importance of Human Brain Areas—0
Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method—0
Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI dataCode0
DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography—0
Harmonization Benchmarking Tool for Neuroimaging DatasetsCode0
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space—0
Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence—0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
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