Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction
Fuente:
arXiv
Saved in:
| Main Authors: | Leynes, Andrew P., Deveshwar, Nikhil, Nagarajan, Srikantan S., Larson, Peder E. Z. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Joint Supervised and Self-supervised Learning for MRI Reconstruction
by: Yiasemis, George, et al.
Published: (2023)
by: Yiasemis, George, et al.
Published: (2023)
FlowMRI-Net: A Generalizable Self-Supervised 4D Flow MRI Reconstruction network
by: Jacobs, Luuk, et al.
Published: (2024)
by: Jacobs, Luuk, et al.
Published: (2024)
Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024)
by: Shan, Shanshan, et al.
Published: (2024)
Spiral Scanning and Self-Supervised Image Reconstruction Enable Ultra-Sparse Sampling Multispectral Photoacoustic Tomography
by: Zhong, Yutian, et al.
Published: (2024)
by: Zhong, Yutian, et al.
Published: (2024)
Estimating Sensitivity Maps for X-Nuclei Magnetic Resonance Spectroscopic Imaging
by: Dwork, Nicholas, et al.
Published: (2025)
by: Dwork, Nicholas, et al.
Published: (2025)
Resolving quantitative MRI model degeneracy in self-supervised machine learning
by: Minore, Giulio V., et al.
Published: (2025)
by: Minore, Giulio V., et al.
Published: (2025)
Contrast-Optimized Basis Functions for Self-Navigated Motion Correction in Quantitative MRI
by: Marchetto, Elisa, et al.
Published: (2024)
by: Marchetto, Elisa, et al.
Published: (2024)
Deep Learning-based Intraoperative MRI Reconstruction
by: Ottesen, Jon André, et al.
Published: (2024)
by: Ottesen, Jon André, et al.
Published: (2024)
Bayesian Insights into Exchange and Restriction in Gray Matter Diffusion MRI
by: Jallais, Maëliss, et al.
Published: (2025)
by: Jallais, Maëliss, et al.
Published: (2025)
Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
by: Gautam, Siddhant, et al.
Published: (2025)
by: Gautam, Siddhant, et al.
Published: (2025)
DarkSPARC: Dark-Blood Spectral Self-Calibrated Reconstruction of 3D Left Atrial LGE MRI for Post-Ablation Scar Imaging
by: Elbaz, Mohammed S. M.
Published: (2025)
by: Elbaz, Mohammed S. M.
Published: (2025)
ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
Time-Resolved Reconstruction of Motion, Force, and Stiffness using Spectro-Dynamic MRI
by: van Riel, Max H. C., et al.
Published: (2023)
by: van Riel, Max H. C., et al.
Published: (2023)
Learning Scan-Adaptive MRI Undersampling Patterns with Pre-Optimized Mask Supervision
by: Dhar, Aryan, et al.
Published: (2025)
by: Dhar, Aryan, et al.
Published: (2025)
Self-Supervised Learning for Improved Calibrationless Radial MRI with NLINV-Net
by: Blumenthal, Moritz, et al.
Published: (2024)
by: Blumenthal, Moritz, et al.
Published: (2024)
Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns
by: Gautam, Siddhant, et al.
Published: (2026)
by: Gautam, Siddhant, et al.
Published: (2026)
Three-Dimensional MRI Reconstruction with Gaussian Representations: Tackling the Undersampling Problem
by: Peng, Tengya, et al.
Published: (2025)
by: Peng, Tengya, et al.
Published: (2025)
Design of 3D Non-Cartesian Trajectories for Fast Volumetric MRI via Analytic Coordinate Discretization
by: Jang, Kwang Eun, et al.
Published: (2025)
by: Jang, Kwang Eun, et al.
Published: (2025)
HDN: Hybrid Deep-Learning and Non-Line-of-Sight Reconstruction Framework for Transcranial Photoacoustic Imaging of Human Brain
by: Wan, Pengcheng, et al.
Published: (2024)
by: Wan, Pengcheng, et al.
Published: (2024)
Self-navigated 3D diffusion MRI using an optimized CAIPI sampling and structured low-rank reconstruction
by: Li, Ziyu, et al.
Published: (2024)
by: Li, Ziyu, et al.
Published: (2024)
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction
by: Wang, Zi, et al.
Published: (2023)
by: Wang, Zi, et al.
Published: (2023)
Validation of Fully-Automated Deep Learning-Based Fibroglandular Tissue Segmentation for Efficient and Reliable Quantitation of Background Parenchymal Enhancement in Breast MRI
by: Kuo, Yu-Tzu, et al.
Published: (2025)
by: Kuo, Yu-Tzu, et al.
Published: (2025)
CEST MR fingerprinting (CEST-MRF) for Brain Tumor Quantification Using EPI Readout and Deep Learning Reconstruction
by: Cohen, Ouri, et al.
Published: (2021)
by: Cohen, Ouri, et al.
Published: (2021)
A Portable Brain MRI Scanner for Underserved Settings and Point-Of-Care Imaging
by: Cooley, Clarissa Z., et al.
Published: (2020)
by: Cooley, Clarissa Z., et al.
Published: (2020)
Is fitting error a reliable metric for assessing deformable motion correction in quantitative MRI?
by: Wang, Fanwen, et al.
Published: (2025)
by: Wang, Fanwen, et al.
Published: (2025)
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction
by: Jiang, Wei, et al.
Published: (2023)
by: Jiang, Wei, et al.
Published: (2023)
Low-Cost and Detunable Wireless Resonator Glasses for Enhanced Eye MRI with Concurrent High-Quality Whole Brain MRI
by: Lu, Ming, et al.
Published: (2025)
by: Lu, Ming, et al.
Published: (2025)
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models
by: Liu, Jin, et al.
Published: (2025)
by: Liu, Jin, et al.
Published: (2025)
Semi-supervised learning towards automated segmentation of PET images with limited annotations: Application to lymphoma patients
by: Yousefirizi, Fereshteh, et al.
Published: (2022)
by: Yousefirizi, Fereshteh, et al.
Published: (2022)
Image denoising and model-independent parameterization for improving IVIM MRI
by: Sample, Caleb, et al.
Published: (2024)
by: Sample, Caleb, et al.
Published: (2024)
Combined Diffusion-Relaxation MRI to Assess Muscle Microstructure and Composition
by: Figini, Matteo, et al.
Published: (2026)
by: Figini, Matteo, et al.
Published: (2026)
K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets
by: Wang, Frederic, et al.
Published: (2023)
by: Wang, Frederic, et al.
Published: (2023)
VAST: Vascular Flow Analysis and Segmentation for Intracranial 4D Flow MRI
by: Singh, Abhishek, et al.
Published: (2026)
by: Singh, Abhishek, et al.
Published: (2026)
CATNUS: Coordinate-Aware Thalamic Nuclei Segmentation Using T1-Weighted MRI
by: Feng, Anqi, et al.
Published: (2025)
by: Feng, Anqi, et al.
Published: (2025)
Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)
by: Chen, Yan, et al.
Published: (2025)
by: Chen, Yan, et al.
Published: (2025)
Detecting Early Kidney Allograft Fibrosis with Multi-b-value Spectral Diffusion MRI
by: Liu, Mira M., et al.
Published: (2025)
by: Liu, Mira M., et al.
Published: (2025)
Multisession Longitudinal Dynamic MRI Incorporating Patient-Specific Prior Image Information Across Time
by: Chen, Jingjia, et al.
Published: (2025)
by: Chen, Jingjia, et al.
Published: (2025)
Progress in SPECT and PET Reconstruction for Theranostics: From Diagnosis to Therapy
by: Enninful, Kweku, et al.
Published: (2025)
by: Enninful, Kweku, et al.
Published: (2025)
Low-Dose CT Reconstruction Using Dataset-free Learning
by: Wang, Feng, et al.
Published: (2024)
by: Wang, Feng, et al.
Published: (2024)
Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
by: Tivnan, Matthew, et al.
Published: (2024)
by: Tivnan, Matthew, et al.
Published: (2024)
Similar Items
-
Joint Supervised and Self-supervised Learning for MRI Reconstruction
by: Yiasemis, George, et al.
Published: (2023) -
FlowMRI-Net: A Generalizable Self-Supervised 4D Flow MRI Reconstruction network
by: Jacobs, Luuk, et al.
Published: (2024) -
Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024) -
Spiral Scanning and Self-Supervised Image Reconstruction Enable Ultra-Sparse Sampling Multispectral Photoacoustic Tomography
by: Zhong, Yutian, et al.
Published: (2024) -
Estimating Sensitivity Maps for X-Nuclei Magnetic Resonance Spectroscopic Imaging
by: Dwork, Nicholas, et al.
Published: (2025)