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Diffusion MRI

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Showing 1–50 of 213 papers

TitleStatusHype
Self-Supervised Diffusion MRI Denoising via Iterative and Stable RefinementCode1
Equivariant spatio-hemispherical networks for diffusion MRI deconvolutionCode1
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
E(3) SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRICode1
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and GeneralizabilityCode1
DDM^2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion ModelsCode1
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI AcquisitionsCode1
A microstructure estimation Transformer inspired by sparse representation for diffusion MRICode1
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
Clinica: an open source software platform for reproducible clinical neuroscience studiesCode1
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRICode1
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical DataCode1
Rotation-Equivariant Deep Learning for Diffusion MRICode1
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​Code1
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological NetworksCode1
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers diseaseCode1
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
Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?—0
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices—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
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
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
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