| Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction | Sep 2, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis | Aug 15, 2023 | Quantitative MRI | —Unverified | 0 |
| An automated pipeline for quantitative T2* fetal body MRI and segmentation at low field | Aug 9, 2023 | Quantitative MRI | —Unverified | 0 |
| Rician likelihood loss for quantitative MRI using self-supervised deep learning | Jul 13, 2023 | parameter estimationQuantitative MRI | —Unverified | 0 |
| An Uncertainty Aided Framework for Learning based Liver T_1ρ Mapping and Analysis | Jul 6, 2023 | Quantitative MRI | —Unverified | 0 |
| Model-based T1, T2* and Proton Density Mapping Using a Bayesian Approach with Parameter Estimation and Complementary Undersampling Patterns | Jul 5, 2023 | parameter estimationQuantitative MRI | —Unverified | 0 |
| Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Rapid Multiparametric Quantitative MRI Using 3D-QALAS | Jul 4, 2023 | Quantitative MRI | CodeCode Available | 1 |
| PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction | Jun 19, 2023 | MRI ReconstructionQuantitative MRI | CodeCode Available | 0 |
| Resolving quantitative MRI model degeneracy with machine learning via training data distribution design | Mar 9, 2023 | Diffusion MRIparameter estimation | —Unverified | 0 |
| SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS | Feb 28, 2023 | Quantitative MRISelf-Supervised Learning | —Unverified | 0 |
| High-fidelity Direct Contrast Synthesis from Magnetic Resonance Fingerprinting | Dec 21, 2022 | Generative Adversarial NetworkMagnetic Resonance Fingerprinting | —Unverified | 0 |
| Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI | Nov 23, 2022 | Image ReconstructionMagnetic Resonance Fingerprinting | —Unverified | 0 |
| A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine | Oct 12, 2022 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping | Oct 12, 2022 | Quantitative MRISelf-Supervised Learning | —Unverified | 0 |
| Uncertainty-Aware Self-supervised Neural Network for Liver T_1ρ Mapping with Relaxation Constraint | Jul 7, 2022 | Quantitative MRISelf-Supervised Learning | —Unverified | 0 |
| Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation | May 11, 2022 | parameter estimationQuantitative MRI | CodeCode Available | 0 |
| Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI | Mar 17, 2022 | Deep LearningNeural Architecture Search | CodeCode Available | 0 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 |
| Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout | Dec 2, 2021 | Quantitative MRIUncertainty Quantification | CodeCode Available | 0 |
| Cramér-Rao bound-informed training of neural networks for quantitative MRI | Sep 22, 2021 | Magnetic Resonance FingerprintingQuantitative MRI | CodeCode Available | 0 |
| Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord | Aug 9, 2021 | Diffusion MRIPrognosis | —Unverified | 0 |
| Recurrent Inference Machines as inverse problem solvers for MR relaxometry | Jun 8, 2021 | Quantitative MRI | —Unverified | 0 |
| Time efficiency analysis for undersampled quantitative MRI acquisitions | Oct 13, 2020 | Quantitative MRI | —Unverified | 0 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| CoverBLIP: accelerated and scalable iterative matched-filtering for Magnetic Resonance Fingerprint reconstruction | Oct 3, 2018 | Dimensionality ReductionQuantitative MRI | CodeCode Available | 0 |
