Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging-Reference-Cited by-同舟云学术

Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging

Published:2022-07-17 Issue:12 Volume:35 Page:
ISSN:0952-3480
Container-title:NMR in Biomedicine
language:en
Short-container-title:NMR in Biomedicine

Author:

Yaman Burhaneddin¹²^ORCID,Gu Hongyi¹²,Hosseini Seyed Amir Hossein¹²^ORCID,Demirel Omer Burak¹²,Moeller Steen²^ORCID,Ellermann Jutta²,Uğurbil Kâmil²,Akçakaya Mehmet¹²^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering University of Minnesota Minneapolis Minnesota USA

2. Center for Magnetic Resonance Research University of Minnesota Minneapolis Minnesota USA

Funder

National Institutes of Health

National Science Foundation of Sri Lanka

Publisher

Wiley

Subject

Spectroscopy,Radiology, Nuclear Medicine and imaging,Molecular Medicine

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/nbm.4798

Reference62 articles.

1. Generalized autocalibrating partially parallel acquisitions (GRAPPA)

2. SENSE: Sensitivity encoding for fast MRI

3. SPIRiT: Iterative self‐consistent parallel imaging reconstruction from arbitrary k ‐space

4. Sparse MRI: The application of compressed sensing for rapid MR imaging

5. Low-dimensional-structure self-learning and thresholding: Regularization beyond compressed sensing for MRI Reconstruction

Cited by 18 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. DLGAN: Undersampled MRI reconstruction using Deep Learning based Generative Adversarial Network;Biomedical Signal Processing and Control;2024-07

2. A Convex Compressibility-Inspired Unsupervised Loss Function for Physics-Driven Deep Learning Reconstruction;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27

3. Cycle-Consistent Self-Supervised Learning for Improved Highly-Accelerated MRI Reconstruction;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27

4. Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27

5. Robust Outer Volume Subtraction with Deep Learning Ghosting Detection for Highly-Accelerated Real-Time Dynamic MRI;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27