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Diffusion MRI

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Showing 101–125 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
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