Browse State-of-the-Art › Diffusion MRI › Papers, page 2

Diffusion MRI

Papers archive 2025-07-28

archive papers tagged: 213 · with a code link: 62 · where Syntology ran a sample: 5 (5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (5 of 213 tagged: 5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 213, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis
  5 Jun 2024 0 repositories listed
• A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI
  22 May 2024 0 repositories listed
• Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium
  7 May 2024 0 repositories listed
• Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models
  6 May 2024 0 repositories listed
• A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations
  6 Apr 2024 0 repositories listed
• CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
  4 Apr 2024 0 repositories listed
• Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI
  27 Mar 2024 0 repositories listed
• Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography
  29 Feb 2024 0 repositories listed
• A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
  9 Jan 2024 0 repositories listed
• Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
  9 Jan 2024 0 repositories listed
• Diffusion MRI with Machine Learning
  1 Jan 2024 0 repositories listed
• Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching
  1 Jan 2024 0 repositories listed
• A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography
  25 Nov 2023 0 repositories listed
• Characterizing normal perinatal development of the human brain structural connectivity
  22 Aug 2023 0 repositories listed
• Neural Spherical Harmonics for structurally coherent continuous representation of diffusion MRI signal
  16 Aug 2023 0 repositories listed
• TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation
  18 Jul 2023 0 repositories listed
• Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI
  16 Jul 2023 0 repositories listed
• Direct segmentation of brain white matter tracts in diffusion MRI
  5 Jul 2023 0 repositories listed
• Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods
  9 Jun 2023 0 repositories listed
• Robust Fiber Orientation Distribution Function Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI
  5 Jun 2023 0 repositories listed
• Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI
  5 May 2023 0 repositories listed
• DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding
  1 Apr 2023 0 repositories listed
• A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI
  29 Mar 2023 0 repositories listed
• Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres
  28 Mar 2023 0 repositories listed
• Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes
  16 Mar 2023 0 repositories listed
• Resolving quantitative MRI model degeneracy with machine learning via training data distribution design
  9 Mar 2023 0 repositories listed
• Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling
  21 Feb 2023 0 repositories listed
• TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography
  5 Jan 2023 0 repositories listed
• Robust Circuitry-Based Scores of Structural Importance of Human Brain Areas
  30 Nov 2022 0 repositories listed
• Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method
  18 Nov 2022 0 repositories listed
• DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography
  15 Nov 2022 0 repositories listed
• Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space
  1 Nov 2022 0 repositories listed
• Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence
  20 Oct 2022 0 repositories listed
• TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography
  13 Oct 2022 0 repositories listed
• Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue
  6 Sep 2022 0 repositories listed
• Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders
  29 Aug 2022 0 repositories listed
• A New Approach in MRI Signal Processing for Detecting the Axonal Organization of the Brain
  24 Jul 2022 0 repositories listed
• Root-Cause Analysis of Activation Cascade Differences in Brain Networks
  16 Jul 2022 0 repositories listed
• White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning
  6 Jul 2022 0 repositories listed
• TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers
  5 Jul 2022 0 repositories listed
• How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?
  1 Jul 2022 0 repositories listed
• Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images
  14 Jun 2022 0 repositories listed
• Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy
  17 Apr 2022 0 repositories listed
• Multi-modal learning for predicting the genotype of glioma
  21 Mar 2022 0 repositories listed
• Predicting conversion of mild cognitive impairment to Alzheimer's disease
  8 Mar 2022 0 repositories listed
• NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification
  3 Mar 2022 0 repositories listed
• Model and predict age and sex in healthy subjects using brain white matter features: A deep learning approach
  8 Feb 2022 0 repositories listed
• Diffusion Tensor Estimation with Uncertainty Calibration
  21 Nov 2021 0 repositories listed
• Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements
  15 Nov 2021 0 repositories listed
• Self-Learned Kernel Low Rank Approach TO Accelerated High Resolution 3D Diffusion MRI
  16 Oct 2021 0 repositories listed
• Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord
  9 Aug 2021 0 repositories listed
• Evaluation of distortion correction methods in diffusion MRI of the spinal cord
  9 Aug 2021 0 repositories listed
• Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis
  8 Aug 2021 0 repositories listed
• Is Perfect Filtering Enough Leading to Perfect Phase Correction for dMRI data?
  13 Jun 2021 0 repositories listed
• Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: a review
  23 Apr 2021 0 repositories listed
• Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection
  15 Apr 2021 0 repositories listed
• BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification
  10 Mar 2021 0 repositories listed
• 3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images
  9 Mar 2021 0 repositories listed
• Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images
  14 Feb 2021 0 repositories listed
• Topological Learning for Brain Networks
  25 Nov 2020 0 repositories listed
• Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI
  3 Nov 2020 0 repositories listed
• Filtering in tractography using autoencoders (FINTA)
  7 Oct 2020 0 repositories listed
• The NonHuman Primate Neuroimaging & Neuroanatomy Project
  1 Oct 2020 0 repositories listed
• Focal to bilateral tonic-clonic seizures are associated with widespread network abnormality in temporal lobe epilepsy
  28 Sep 2020 0 repositories listed
• Learning Anatomical Segmentations for Tractography from Diffusion MRI
  9 Sep 2020 0 repositories listed
• Feedback Graph Attention Convolutional Network for Medical Image Enhancement
  24 Jun 2020 0 repositories listed
• Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging
  26 May 2020 0 repositories listed
• Tractometry-based Anomaly Detection for Single-subject White Matter Analysis
  22 May 2020 0 repositories listed
• Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI
  21 Apr 2020 0 repositories listed
• Diffusion MRI Consistent Wire Models for Efficient Solutions of the Anisotropic Forward Problem in Electroencephalography
  21 Apr 2020 0 repositories listed
• Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis
  1 Apr 2020 0 repositories listed
• The Graph of Our Mind
  17 Mar 2020 0 repositories listed
• Multifold Acceleration of Diffusion MRI via Slice-Interleaved Diffusion Encoding (SIDE)
  25 Feb 2020 0 repositories listed
• Understanding Alzheimer disease’s structural connectivity through explainable AI
  25 Jan 2020 0 repositories listed
• Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI
  22 Jan 2020 0 repositories listed
• Meta-modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia
  6 Jan 2020 0 repositories listed
• QC-Automator: Deep Learning-based Automated Quality Control for Diffusion MR Images
  15 Nov 2019 0 repositories listed
• Improved functional MRI activation mapping in white matter through diffusion-adapted spatial filtering
  24 Oct 2019 0 repositories listed
• Fitting IVIM with Variable Projection and Simplicial Optimization
  27 Sep 2019 0 repositories listed
• Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset
  26 Aug 2019 0 repositories listed
• Fast Sub-millimeter Diffusion MRI using gSlider-SMS and SNR-Enhancing Joint Reconstruction
  15 Aug 2019 0 repositories listed
• Identification of relevant diffusion MRI metrics impacting cognitive functions using a novel feature selection method
  10 Aug 2019 0 repositories listed
• Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement
  31 Jul 2019 0 repositories listed
• Scanner Invariant Representations for Diffusion MRI Harmonization
  10 Apr 2019 0 repositories listed
• Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases
  11 Mar 2019 0 repositories listed
• On a 'Two Truths' Phenomenon in Spectral Graph Clustering
  23 Aug 2018 0 repositories listed
• Spherical Harmonic Residual Network for Diffusion Signal Harmonization
  5 Aug 2018 0 repositories listed
• Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI
  15 Jul 2018 0 repositories listed
• HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI
  3 Jul 2018 0 repositories listed
• Measures of Tractography Convergence
  12 Jun 2018 0 repositories listed
• Spatial Coherence of Oriented White Matter Microstructure: Applications to White Matter Regions Associated with Genetic Similarity
  14 Feb 2018 0 repositories listed
• A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI
  8 Feb 2018 0 repositories listed
• Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors
  8 Feb 2018 0 repositories listed
• Altered structural connectivity of the left visual thalamus in developmental dyslexia
  16 Nov 2017 0 repositories listed
• Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI
  18 Sep 2017 0 repositories listed
• NODDI-SH: a computational efficient NODDI extension for fODF estimation in diffusion MRI
  28 Aug 2017 0 repositories listed
• A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling
  27 Aug 2017 0 repositories listed
• Director Field Analysis (DFA): Exploring Local White Matter Geometric Structure in diffusion MRI
  6 Jun 2017 0 repositories listed
• An Optimal Dimensionality Multi-shell Sampling Scheme with Accurate and Efficient Transforms for Diffusion MRI
  20 Apr 2017 0 repositories listed
• Joint Spatial-Angular Sparse Coding for dMRI with Separable Dictionaries
  18 Dec 2016 0 repositories listed