185 results on '"Jacob, Mathews"'
Search Results
2. Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI
3. Accelerated Parallel MRI Using Memory Efficient and Robust Monotone Operator Learning (MOL)
4. Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning
5. Dynamic Imaging Using Motion-Compensated Smoothness Regularization on Manifolds (MOCO-STORM)
6. Improved Model Based Deep Learning Using Monotone Operator Learning (Mol)
7. Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI.
8. Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR).
9. Ensure: Ensemble Stein’s Unbiased Risk Estimator for Unsupervised Learning
10. Deep Generative Storm Model for Dynamic Imaging
11. Reconstruction and Segmentation of Parallel MR Data Using Image Domain Deep-SLR
12. Dynamic Imaging Using Deep Bilinear Unsupervised Learning (Deblur)
13. Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI
14. Sampling of Surfaces and Learning Functions in High Dimensions
15. Dynamic MRI using deep manifold self-learning
16. Multi-Echo Recovery with Field Inhomogeneity Compensation Using Structured Low-Rank Matrix Completion
17. Calibrationless Parallel MRI Using Model Based Deep Learning (C-MODL)
18. Joint Optimization of Sampling Pattern and Priors in Model Based Deep Learning
19. Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI
20. Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow—Editorial for the 2nd Special Issue “Machine Learning for Image Reconstruction”.
21. Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model.
22. Off-The-Grid Model Based Deep Learning (O-Modl)
23. Multi-Shot Sensitivity-Encoded Diffusion MRI Using Model-Based Deep Learning (Modl-Mussels)
24. Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR).
25. Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM.
26. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction.
27. MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI.
28. Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations.
29. Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning.
30. Sampling of Planar Curves: Theory and Fast Algorithms.
31. Clustering of Data With Missing Entries Using Non-Convex Fusion Penalties.
32. Free-Breathing & Ungated Cardiac MRI Using Iterative SToRM (i-SToRM).
33. Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach
34. Recovery of Noisy Points on Bandlimited Surfaces: Kernel Methods Re-Explained
35. Model-Based Free-Breathing Cardiac MRI Reconstruction Using Deep Learned & Storm Priors: MODL-STORM
36. Adaptive structured low rank algorithm for MR image recovery
37. Denoising and deinterleaving of EPSI data using structured low-rank matrix recovery
38. Recovery of point clouds on surfaces: Application to image reconstruction
39. Clustering of Data with Missing Entries
40. Model based image reconstruction using deep learned priors (MODL)
41. Novel structured low-rank algorithm to recover spatially smooth exponential image time series
42. A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery.
43. Calibration-Free B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery.
44. MoDL: Model-Based Deep Learning Architecture for Inverse Problems.
45. Structured low-rank recovery of piecewise constant signals with performance guarantees
46. Convex clustering and recovery of partially observed data
47. Accelerated dynamic MRI using structured low rank matrix completion
48. Multiple degree total variation (MDTV) regularization for image restoration
49. Comprehensive reconstruction of multi-shot multi-channel diffusion data using mussels
50. Compartmentalized low-rank regularization with orthogonality constraints for high-resolution MRSI
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