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Diffusion MRI

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Showing 1–50 of 213 papers

TitleStatusHype
Exploring the robustness of TractOracle methods in RL-based tractographyCode0
Convergent and divergent connectivity patterns of the arcuate fasciculus in macaques and humans—0
BrainSymphony: A Transformer-Driven Fusion of fMRI Time Series and Structural Connectivity—0
Implicit neural representations for accurate estimation of the standard model of white matter—0
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography—0
Cross-Sequence Semi-Supervised Learning for Multi-Parametric MRI-Based Visual Pathway Delineation—0
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices—0
Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?—0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography—0
Dual Deep Learning Approach for Non-invasive Renal Tumour Subtyping with VERDICT-MRI—0
Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition TimeCode0
Global Context Is All You Need for Parallel Efficient Tractography Parcellation—0
DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI TractographyCode0
DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRICode0
Deep Learning-Based Diffusion MRI Tractography: Integrating Spatial and Anatomical Information—0
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection—0
Microscopic Propagator Imaging (MPI) with Diffusion MRI—0
ReMiDi: Reconstruction of Microstructure Using a Differentiable Diffusion MRI Simulator—0
FetDTIAlign: A Deep Learning Framework for Affine and Deformable Registration of Fetal Brain dMRICode0
Scattering approach to diffusion quantifies axonal damage in brain injuryCode0
Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model—0
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI—0
Polyhedra Encoding Transformers: Enhancing Diffusion MRI Analysis Beyond Voxel and Volumetric Embedding—0
Self-Supervised Diffusion MRI Denoising via Iterative and Stable RefinementCode1
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation—0
A Steerable Deep Network for Model-Free Diffusion MRI Registration—0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset—0
7 Tesla multimodal MRI dataset of ex-vivo human brain—0
New Graphs at the braingraph.org Website for Studying the Aging Brain Circuitry—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
Equivariant spatio-hemispherical networks for diffusion MRI deconvolutionCode1
MRI Parameter Mapping via Gaussian Mixture VAE: Breaking the Assumption of Independent PixelsCode0
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRICode0
Tract-RLFormer: A Tract-Specific RL policy based Decoder-only Transformer Network—0
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
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