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Diffusion MRI

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Showing 101–150 of 213 papers

TitleStatusHype
On a 'Two Truths' Phenomenon in Spectral Graph Clustering—0
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium—0
Parsing altered brain connectivity in neurodevelopmental disorders by integrating graph-based normative modeling and deep generative networks—0
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching—0
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis—0
Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence—0
Polyhedra Encoding Transformers: Enhancing Diffusion MRI Analysis Beyond Voxel and Volumetric Embedding—0
Predicting conversion of mild cognitive impairment to Alzheimer's disease—0
QC-Automator: Deep Learning-based Automated Quality Control for Diffusion MR Images—0
Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: a review—0
Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods—0
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning—0
ReMiDi: Reconstruction of Microstructure Using a Differentiable Diffusion MRI Simulator—0
Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis—0
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset—0
Resolving quantitative MRI model degeneracy with machine learning via training data distribution design—0
Robust Circuitry-Based Scores of Structural Importance of Human Brain Areas—0
Robust Fiber Orientation Distribution Function Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI—0
Root-Cause Analysis of Activation Cascade Differences in Brain Networks—0
Scanner Invariant Representations for Diffusion MRI Harmonization—0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Self-Learned Kernel Low Rank Approach TO Accelerated High Resolution 3D Diffusion MRI—0
Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling—0
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI—0
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation—0
Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders—0
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI—0
Spatial Coherence of Oriented White Matter Microstructure: Applications to White Matter Regions Associated with Genetic Similarity—0
Spherical Harmonic Residual Network for Diffusion Signal Harmonization—0
The Graph of Our Mind—0
The NonHuman Primate Neuroimaging & Neuroanatomy Project—0
The Robustness and the Doubly-Preferential Attachment Simulation of the Consensus Connectome Dynamics of the Human Brain—0
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study—0
The White Matter Query Language: A Novel Approach for Describing Human White Matter Anatomy—0
Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model—0
Topological Learning for Brain Networks—0
Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI—0
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation—0
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography—0
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography—0
TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers—0
Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method—0
Filtering in tractography using autoencoders (FINTA)—0
Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI—0
Tractometry-based Anomaly Detection for Single-subject White Matter Analysis—0
Tract-RLFormer: A Tract-Specific RL policy based Decoder-only Transformer Network—0
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement—0
Understanding Alzheimer disease’s structural connectivity through explainable AI—0
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation—0
White matter tract crossing and bottleneck regions in the fetal brain—0
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