| Low-Rank Augmented Implicit Neural Representation for Unsupervised High-Dimensional Quantitative MRI Reconstruction | Jun 10, 2025 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty | Feb 28, 2025 | MRI ReconstructionQuantitative MRI | —Unverified | 0 |
| Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE) | Feb 14, 2025 | Quantitative MRI | —Unverified | 0 |
| Utilizing 3D Fast Spin Echo Anatomical Imaging to Reduce the Number of Contrast Preparations in T_1ρ Quantification of Knee Cartilage Using Learning-Based Methods | Feb 13, 2025 | Quantitative MRI | —Unverified | 0 |
| Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement | Jan 26, 2025 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning | Jan 21, 2025 | AnatomyARC | CodeCode Available | 0 |
| Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations | Dec 30, 2024 | Deep Learningparameter estimation | —Unverified | 0 |
| A Physics-based Generative Model to Synthesize Training Datasets for MRI-based Fat Quantification | Dec 11, 2024 | Data AugmentationQuantitative MRI | —Unverified | 0 |
| Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic Data | Dec 4, 2024 | Lesion SegmentationQuantitative MRI | CodeCode Available | 0 |
| MRI Parameter Mapping via Gaussian Mixture VAE: Breaking the Assumption of Independent Pixels | Nov 16, 2024 | Diffusion MRIQuantitative MRI | CodeCode Available | 0 |
