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Diffusion MRI

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Showing 101–150 of 213 papers

TitleStatusHype
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine LearningCode0
Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue—0
Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders—0
Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing dataCode0
A New Approach in MRI Signal Processing for Detecting the Axonal Organization of the Brain—0
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
Root-Cause Analysis of Activation Cascade Differences in Brain Networks—0
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning—0
TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers—0
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?—0
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images—0
A microstructure estimation Transformer inspired by sparse representation for diffusion MRICode1
Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy—0
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
Multi-modal learning for predicting the genotype of glioma—0
Predicting conversion of mild cognitive impairment to Alzheimer's disease—0
NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification—0
Parameter estimation for WMTI-Watson model of white matter using encoder-decoder recurrent neural networkCode0
Model and predict age and sex in healthy subjects using brain white matter features: A deep learning approach—0
Diffusion Tensor Estimation with Uncertainty Calibration—0
Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements—0
Self-Learned Kernel Low Rank Approach TO Accelerated High Resolution 3D Diffusion MRI—0
Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord—0
Evaluation of distortion correction methods in diffusion MRI of the spinal cord—0
Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis—0
A computational geometry approach for modeling neuronal fiber pathwaysCode0
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
Is Perfect Filtering Enough Leading to Perfect Phase Correction for dMRI data?—0
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifoldsCode0
Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: a review—0
Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images—0
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical DataCode1
Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images—0
Rotation-Equivariant Deep Learning for Diffusion MRICode1
Single-Shell NODDI Using Dictionary Learner Estimated Isotropic Volume FractionCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​Code1
Topological Learning for Brain Networks—0
Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI—0
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
Filtering in tractography using autoencoders (FINTA)—0
The NonHuman Primate Neuroimaging & Neuroanatomy Project—0
Focal to bilateral tonic-clonic seizures are associated with widespread network abnormality in temporal lobe epilepsy—0
Q-space quantitative diffusion MRI measures using a stretched-exponential representationCode0
Learning Anatomical Segmentations for Tractography from Diffusion MRI—0
Towards learned optimal q-space sampling in diffusion MRICode0
Feedback Graph Attention Convolutional Network for Medical Image Enhancement—0
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