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Diffusion MRI

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Showing 101–125 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
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