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Diffusion MRI

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Showing 76–100 of 213 papers

TitleStatusHype
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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