| A microstructure estimation Transformer inspired by sparse representation for diffusion MRI | May 13, 2022 | Diffusion MRIInductive Bias | CodeCode Available | 1 | 5 |
| Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning | Nov 2, 2020 | DenoisingDiffusion MRI | CodeCode Available | 1 | 5 |
| Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI | Jun 24, 2021 | Diffusion MRITranslation | CodeCode Available | 1 | 5 |
| E(3) SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI | Apr 12, 2023 | Diffusion MRI | CodeCode Available | 1 | 5 |
| Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data | Mar 13, 2024 | Diffusion MRIImage Inpainting | CodeCode Available | 1 | 5 |
| Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease | Dec 28, 2018 | ClassificationDiffusion MRI | CodeCode Available | 1 | 5 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning | Dec 1, 2020 | DenoisingDiffusion MRI | CodeCode Available | 1 | 5 |
| Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement | Jan 23, 2025 | DenoisingDiffusion MRI | CodeCode Available | 1 | 5 |
| Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions | Jul 18, 2022 | Contrastive LearningDiffusion MRI | CodeCode Available | 1 | 5 |
| DDM^2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models | Feb 6, 2023 | DenoisingDiffusion MRI | CodeCode Available | 1 | 5 |
| Equivariant spatio-hemispherical networks for diffusion MRI deconvolution | Nov 18, 2024 | Diffusion MRI | CodeCode Available | 1 | 5 |
| Rotation-Equivariant Deep Learning for Diffusion MRI | Feb 13, 2021 | Deep LearningDiffusion MRI | CodeCode Available | 1 | 5 |
| Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data | Feb 17, 2021 | Diffusion MRI | CodeCode Available | 1 | 5 |
| Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability | Mar 10, 2023 | DenoisingDiffusion MRI | CodeCode Available | 1 | 5 |
| Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder | Mar 29, 2022 | Diffusion MRISuper-Resolution | CodeCode Available | 1 | 5 |
| Clinica: an open source software platform for reproducible clinical neuroscience studies | Jul 21, 2021 | BIG-bench Machine LearningDiffusion MRI | CodeCode Available | 1 | 5 |
| An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract Segmentation | May 5, 2025 | Diffusion MRISegmentation | CodeCode Available | 0 | 5 |
| Estimating Neural Orientation Distribution Fields on High Resolution Diffusion MRI Scans | Sep 14, 2024 | Diffusion MRI | CodeCode Available | 0 | 5 |
| Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learning | May 17, 2024 | Diffusion MRIdistortion correction | CodeCode Available | 0 | 5 |
| Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition Time | Apr 2, 2025 | DiagnosticDiffusion MRI | CodeCode Available | 0 | 5 |
| Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification | Jun 19, 2017 | ClassificationDiffusion MRI | CodeCode Available | 0 | 5 |
| DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography | Mar 10, 2025 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data | Aug 6, 2022 | AnatomyDiffusion MRI | CodeCode Available | 0 | 5 |
| Comparison of Distances for Supervised Segmentation of White Matter Tractography | Aug 4, 2017 | Diffusion MRISegmentation | CodeCode Available | 0 | 5 |
