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Diffusion MRI

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Showing 1–50 of 213 papers

TitleStatusHype
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​Code1
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
DDM^2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion ModelsCode1
E(3) SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRICode1
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
A microstructure estimation Transformer inspired by sparse representation for diffusion MRICode1
Self-Supervised Diffusion MRI Denoising via Iterative and Stable RefinementCode1
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and GeneralizabilityCode1
Equivariant spatio-hemispherical networks for diffusion MRI deconvolutionCode1
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological NetworksCode1
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
Clinica: an open source software platform for reproducible clinical neuroscience studiesCode1
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical DataCode1
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRICode1
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers diseaseCode1
Rotation-Equivariant Deep Learning for Diffusion MRICode1
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
Parameter estimation for WMTI-Watson model of white matter using encoder-decoder recurrent neural networkCode0
q-Space Novelty Detection with Variational AutoencodersCode0
NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention MechanismsCode0
Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI dataCode0
MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRICode0
Non Local Spatial and Angular Matching : Enabling higher spatial resolution diffusion MRI datasets through adaptive denoisingCode0
MRI Parameter Mapping via Gaussian Mixture VAE: Breaking the Assumption of Independent PixelsCode0
Automated characterization of noise distributions in diffusion MRI dataCode0
Automatic, fast and robust characterization of noise distributions for diffusion MRICode0
Brain age identification from diffusion MRI synergistically predicts neurodegenerative diseaseCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
Q-space quantitative diffusion MRI measures using a stretched-exponential representationCode0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning ReconstructionCode0
DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRICode0
Incorporation of prior knowledge of the signal behavior into the reconstruction to accelerate the acquisition of MR diffusion dataCode0
FetDTIAlign: A Deep Learning Framework for Affine and Deformable Registration of Fetal Brain dMRICode0
Exploring the robustness of TractOracle methods in RL-based tractographyCode0
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networksCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing dataCode0
Comparison of Distances for Supervised Segmentation of White Matter TractographyCode0
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise ClassificationCode0
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRICode0
Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition TimeCode0
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine LearningCode0
Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learningCode0
Combined tract segmentation and orientation mapping for bundle-specific tractographyCode0
Harmonization Benchmarking Tool for Neuroimaging DatasetsCode0
Harmonization of diffusion MRI datasets with adaptive dictionary learningCode0
Single-Shell NODDI Using Dictionary Learner Estimated Isotropic Volume FractionCode0
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRICode0
Motion-Invariant Variational Auto-Encoding of Brain Structural ConnectomesCode0
DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI TractographyCode0
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