| MRI Parameter Mapping via Gaussian Mixture VAE: Breaking the Assumption of Independent Pixels | Nov 16, 2024 | Diffusion MRIQuantitative MRI | CodeCode Available | 0 | 5 |
| Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout | Dec 2, 2021 | Quantitative MRIUncertainty Quantification | CodeCode Available | 0 | 5 |
| Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning | Jan 21, 2025 | AnatomyARC | CodeCode Available | 0 | 5 |
| CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction | Oct 3, 2018 | Dimensionality ReductionQuantitative MRI | CodeCode Available | 0 | 5 |
| MBSS-T1: Model-Based Subject-Specific Self-Supervised Motion Correction for Robust Cardiac T1 Mapping | Aug 21, 2024 | Image RegistrationQuantitative MRI | CodeCode Available | 0 | 5 |
| NLCG-Net: A Model-Based Zero-Shot Learning Framework for Undersampled Quantitative MRI Reconstruction | Jan 22, 2024 | MRI ReconstructionQuantitative MRI | CodeCode Available | 0 | 5 |
| Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI | Mar 17, 2022 | Deep LearningNeural Architecture Search | CodeCode Available | 0 | 5 |
| CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping | Oct 12, 2022 | Quantitative MRISelf-Supervised Learning | —Unverified | 0 | 0 |
| Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI | Oct 2, 2024 | Quantitative MRIZero-Shot Learning | —Unverified | 0 | 0 |
| A Physics-based Generative Model to Synthesize Training Datasets for MRI-based Fat Quantification | Dec 11, 2024 | Data AugmentationQuantitative MRI | —Unverified | 0 | 0 |
