| Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning | Oct 5, 2022 | Diffusion MRIparameter estimation | CodeCode Available | 0 |
| Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue | Sep 6, 2022 | Diffusion MRI | —Unverified | 0 |
| Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders | Aug 29, 2022 | AnatomyDiffusion MRI | —Unverified | 0 |
| Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data | Aug 6, 2022 | AnatomyDiffusion MRI | CodeCode Available | 0 |
| A New Approach in MRI Signal Processing for Detecting the Axonal Organization of the Brain | Jul 24, 2022 | Diffusion MRI | —Unverified | 0 |
| 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 |
| Root-Cause Analysis of Activation Cascade Differences in Brain Networks | Jul 16, 2022 | Diffusion MRI | —Unverified | 0 |
| White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning | Jul 6, 2022 | Diffusion MRIPrediction | —Unverified | 0 |
| TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers | Jul 5, 2022 | Data AugmentationDiffusion MRI | —Unverified | 0 |
| How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? | Jul 1, 2022 | Diffusion MRIparameter estimation | —Unverified | 0 |
