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Diffusion MRI

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Showing 1–50 of 213 papers

TitleStatusHype
Clinica: an open source software platform for reproducible clinical neuroscience studiesCode1
Self-Supervised Diffusion MRI Denoising via Iterative and Stable RefinementCode1
A microstructure estimation Transformer inspired by sparse representation for diffusion MRICode1
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​Code1
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted DataCode1
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological NetworksCode1
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
Rotation-Equivariant Deep Learning for Diffusion MRICode1
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
E(3) SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRICode1
Equivariant spatio-hemispherical networks for diffusion MRI deconvolutionCode1
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers diseaseCode1
DDM^2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion ModelsCode1
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical DataCode1
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and GeneralizabilityCode1
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRICode1
Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI—0
Diffusion MRI Consistent Wire Models for Efficient Solutions of the Anisotropic Forward Problem in Electroencephalography—0
A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI—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 Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography—0
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data—0
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
BrainSymphony: A Transformer-Driven Fusion of fMRI Time Series and Structural Connectivity—0
Diffusion Tensor Estimation with Uncertainty Calibration—0
Diffusion MRI with Machine Learning—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection—0
A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI—0
A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI—0
Covariate-assisted spectral clustering—0
Convergent and divergent connectivity patterns of the arcuate fasciculus in macaques and humans—0
A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography—0
A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling—0
Cross-Sequence Semi-Supervised Learning for Multi-Parametric MRI-Based Visual Pathway Delineation—0
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning—0
Differentially Categorized Structural Connectome Hubs are Involved in Differential Microstructural Basis and Functional Implications and Contribute to Individual Identification—0
7 Tesla multimodal MRI dataset of ex-vivo human brain—0
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI—0
Deep Learning-Based Diffusion MRI Tractography: Integrating Spatial and Anatomical Information—0
An Optimal Dimensionality Multi-shell Sampling Scheme with Accurate and Efficient Transforms for Diffusion MRI—0
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning—0
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships—0
3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images—0
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