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Diffusion MRI

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Showing 51–100 of 213 papers

TitleStatusHype
Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition TimeCode0
Detailed delineation of the fetal brain in diffusion MRI via multi-task learningCode0
Automatic, fast and robust characterization of noise distributions for diffusion MRICode0
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRICode0
Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI dataCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise ClassificationCode0
A computational geometry approach for modeling neuronal fiber pathwaysCode0
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning ReconstructionCode0
Motion-Invariant Variational Auto-Encoding of Brain Structural ConnectomesCode0
q-Space Novelty Detection with Variational AutoencodersCode0
DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding—0
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI—0
Diffusion Tensor Estimation with Uncertainty Calibration—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
BrainSymphony: A Transformer-Driven Fusion of fMRI Time Series and Structural Connectivity—0
Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography—0
Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI—0
Diffusion MRI with Machine Learning—0
Diffusion MRI Consistent Wire Models for Efficient Solutions of the Anisotropic Forward Problem in Electroencephalography—0
Diffusion Model-based FOD Restoration from High Distortion in dMRI—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI—0
Differentially Categorized Structural Connectome Hubs are Involved in Differential Microstructural Basis and Functional Implications and Contribute to Individual Identification—0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset—0
DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography—0
A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography—0
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships—0
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI—0
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning—0
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?—0
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography—0
A Steerable Deep Network for Model-Free Diffusion MRI Registration—0
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
Deep Learning-Based Diffusion MRI Tractography: Integrating Spatial and Anatomical Information—0
Graph Theoretical Analysis Reveals: Women's Brains are Better Connected than Men's—0
Global Context Is All You Need for Parallel Efficient Tractography Parcellation—0
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI—0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging—0
HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI—0
Focal to bilateral tonic-clonic seizures are associated with widespread network abnormality in temporal lobe epilepsy—0
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection—0
Fitting IVIM with Variable Projection and Simplicial Optimization—0
How to Direct the Edges of the Connectomes: Dynamics of the Consensus Connectomes and the Development of the Connections in the Human Brain—0
Human Sexual Dimorphism of the Relative Cerebral Area Volumes in the Data of the Human Connectome Project—0
Identification of relevant diffusion MRI metrics impacting cognitive functions using a novel feature selection method—0
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning—0
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