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Diffusion MRI

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Showing 101–150 of 213 papers

TitleStatusHype
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling—0
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
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
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
Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy—0
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
Evaluation of distortion correction methods in diffusion MRI of the spinal cord—0
Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical 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
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
Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images—0
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
Topological Learning for Brain Networks—0
Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI—0
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
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