Fast MRI Reconstruction Using Deep Learning-based Compressed Sensing: A Systematic Review
Fuente:
arXiv
Saved in:
| Main Authors: | Safari, Mojtaba, Eidex, Zach, Chang, Chih-Wei, Qiu, Richard L. J., Yang, Xiaofeng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
Self‐supervised adversarial diffusion models for fast MRI reconstruction
by: Mojtaba Safari, et al.
Published: (2025)
by: Mojtaba Safari, et al.
Published: (2025)
Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
T1‐contrast enhanced MRI generation from multi‐parametric MRI for glioma patients with latent tumor conditioning
by: Zach Eidex, et al.
Published: (2024)
by: Zach Eidex, et al.
Published: (2024)
Res-MoCoDiff: Residual-guided diffusion models for motion artifact correction in brain MRI
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction
by: Safari, Mojtaba, et al.
Published: (2024)
by: Safari, Mojtaba, et al.
Published: (2024)
Deep learning based apparent diffusion coefficient map generation from multi‐parametric MR images for patients with diffuse gliomas
by: Zach Eidex, et al.
Published: (2024)
by: Zach Eidex, et al.
Published: (2024)
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
Efficient Vision Mamba for MRI Super-Resolution via Hybrid Selective Scanning
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
Accelerating Low-field MRI: From Compressed Sensing to Deep Learning Reconstruction with CNNs and Transformers
by: Shimron, Efrat, et al.
Published: (2024)
by: Shimron, Efrat, et al.
Published: (2024)
T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning
by: Eidex, Zach, et al.
Published: (2024)
by: Eidex, Zach, et al.
Published: (2024)
Performance of GPT-5 in Brain Tumor MRI Reasoning
by: Safari, Mojtaba, et al.
Published: (2025)
by: Safari, Mojtaba, et al.
Published: (2025)
Foundation Models in Medical Image Analysis: A Systematic Review and Meta-Analysis
by: Rajendran, Praveenbalaji, et al.
Published: (2025)
by: Rajendran, Praveenbalaji, et al.
Published: (2025)
Current Progress of Digital Twin Construction Using Medical Imaging
by: Zhao, Feng, et al.
Published: (2024)
by: Zhao, Feng, et al.
Published: (2024)
Deep learning-based Fast Volumetric Image Generation for Image-guided Proton FLASH Radiotherapy
by: Chang, Chih-Wei, et al.
Published: (2022)
by: Chang, Chih-Wei, et al.
Published: (2022)
Low-Dose CT Imaging Using a Regularization-Enhanced Efficient Diffusion Probabilistic Model
by: Li, Qiang, et al.
Published: (2025)
by: Li, Qiang, et al.
Published: (2025)
MRI-based Material Mass Density and Relative Stopping Power Estimation via Deep Learning for Proton Therapy
by: Gao, Yuan, et al.
Published: (2022)
by: Gao, Yuan, et al.
Published: (2022)
Detection and segmentation of brain metastases on MRI using 3D‐MedDCNet
by: Yizhou Wu, et al.
Published: (2025)
by: Yizhou Wu, et al.
Published: (2025)
Optimization-Based Image Reconstruction Regularized with Inter-Spectral Structural Similarity for Limited-Angle Dual-Energy Cone-Beam CT
by: Peng, Junbo, et al.
Published: (2024)
by: Peng, Junbo, et al.
Published: (2024)
Dual-Energy Cone-Beam CT Using Two Complementary Limited-Angle Scans with A Projection-Consistent Diffusion Model
by: Peng, Junbo, et al.
Published: (2024)
by: Peng, Junbo, et al.
Published: (2024)
CBCT‐based synthetic CT image generation using a diffusion model for CBCT‐guided lung radiotherapy
by: Xiaoqian Chen, et al.
Published: (2024)
by: Xiaoqian Chen, et al.
Published: (2024)
Multimodal Imaging-based Material Mass Density Estimation for Proton Therapy Using Physics-Constrained Deep Learning
by: Chang, Chih-Wei, et al.
Published: (2022)
by: Chang, Chih-Wei, et al.
Published: (2022)
Stereotactic Arrhythmia Radioablation for Refractory Ventricular Tachycardia: A Narrative Review and Exploratory Pooled Analysis of Clinical Outcomes and Toxicity
by: Shah, Keyur D., et al.
Published: (2025)
by: Shah, Keyur D., et al.
Published: (2025)
Unsupervised Bayesian Generation of Synthetic CT from CBCT Using Patient-Specific Score-Based Prior
by: Peng, Junbo, et al.
Published: (2024)
by: Peng, Junbo, et al.
Published: (2024)
MRI‐based prostate cancer classification using 3D efficient capsule network
by: Yuheng Li, et al.
Published: (2024)
by: Yuheng Li, et al.
Published: (2024)
Robust explanation supervision for false positive reduction in pulmonary nodule detection
by: Qilong Zhao, et al.
Published: (2024)
by: Qilong Zhao, et al.
Published: (2024)
A Review of Artificial Intelligence in Brachytherapy
by: Chen, Jingchu, et al.
Published: (2024)
by: Chen, Jingchu, 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)
CT‐based synthetic iodine map generation using conditional denoising diffusion probabilistic model
by: Yuan Gao, et al.
Published: (2024)
by: Yuan Gao, et al.
Published: (2024)
Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy
by: Chang, Chih-Wei, et al.
Published: (2022)
by: Chang, Chih-Wei, et al.
Published: (2022)
Image‐domain material decomposition for dual‐energy CT using unsupervised learning with data‐fidelity loss
by: Junbo Peng, et al.
Published: (2024)
by: Junbo Peng, et al.
Published: (2024)
Adaptive Proton Therapy Using CBCT-Guided Digital Twins
by: Chang, Chih-Wei, et al.
Published: (2024)
by: Chang, Chih-Wei, et al.
Published: (2024)
Benchmarking GPT-5 for Zero-Shot Multimodal Medical Reasoning in Radiology and Radiation Oncology
by: Hu, Mingzhe, et al.
Published: (2025)
by: Hu, Mingzhe, et al.
Published: (2025)
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)
Deep Learning Based Apparent Diffusion Coefficient Map Generation from Multi-parametric MR Images for Patients with Diffuse Gliomas
by: Eidex, Zach, et al.
Published: (2024)
by: Eidex, Zach, et al.
Published: (2024)
An Efficient 3D Latent Diffusion Model for T1-contrast Enhanced MRI Generation
by: Eidex, Zach, et al.
Published: (2025)
by: Eidex, Zach, et al.
Published: (2025)
Cross‐shaped windows transformer with self‐supervised pretraining for clinically significant prostate cancer detection in bi‐parametric MRI
by: Yuheng Li, et al.
Published: (2024)
by: Yuheng Li, et al.
Published: (2024)
Compressed radiotherapy treatment planning (CompressRTP): A new paradigm for rapid and high-quality treatment planning optimization
by: Tefagh, Mojtaba, et al.
Published: (2024)
by: Tefagh, Mojtaba, et al.
Published: (2024)
Enhancing and Accelerating Brain MRI through Deep Learning Reconstruction Using Prior Subject-Specific Imaging
by: Shamaei, Amirmohammad, et al.
Published: (2025)
by: Shamaei, Amirmohammad, et al.
Published: (2025)
Similar Items
-
Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration
by: Safari, Mojtaba, et al.
Published: (2025) -
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction
by: Safari, Mojtaba, et al.
Published: (2025) -
Self‐supervised adversarial diffusion models for fast MRI reconstruction
by: Mojtaba Safari, et al.
Published: (2025) -
Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction
by: Safari, Mojtaba, et al.
Published: (2025) -
T1‐contrast enhanced MRI generation from multi‐parametric MRI for glioma patients with latent tumor conditioning
by: Zach Eidex, et al.
Published: (2024)