相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
Vishal Monga et al.
IEEE SIGNAL PROCESSING MAGAZINE (2021)
qModeL: A plug-and-play model-based reconstruction for highly accelerated multi-shot diffusion MRI using learned priors
Merry Mani et al.
MAGNETIC RESONANCE IN MEDICINE (2021)
Computational MRI: Compressive Sensing and Beyond
Mathews Jacob et al.
IEEE SIGNAL PROCESSING MAGAZINE (2020)
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models
Fan Lam et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)
Deep Learning in Ultrasound Imaging
Ruud J. G. van Sloun et al.
PROCEEDINGS OF THE IEEE (2020)
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound
Oren Solomon et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)
On instabilities of deep learning in image reconstruction and the potential costs of AI
Vegard Antun et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
Florian Knoll et al.
MAGNETIC RESONANCE IN MEDICINE (2020)
Self-supervised learning of physics-guided reconstruction neural networks without fully sampled reference data
Burhaneddin Yaman et al.
MAGNETIC RESONANCE IN MEDICINE (2020)
Deep learning for tomographic image reconstruction
Ge Wang et al.
NATURE MACHINE INTELLIGENCE (2020)
Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling
Yuelong Li et al.
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2020)
Memory-Efficient Learning for Large-Scale Computational Imaging
Michael Kellman et al.
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2020)
MoDL: Model-Based Deep Learning Architecture for Inverse Problems
Hemant K. Aggarwal et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network
Liyan Sun et al.
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019 (2019)
Learning-Based Optimization of the Under-Sampling Pattern in MRI
Cagla Deniz Bahadir et al.
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019 (2019)
GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems
Ankit Raj et al.
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019) (2019)
Learning a variational network for reconstruction of accelerated MRI data
Kerstin Hammernik et al.
MAGNETIC RESONANCE IN MEDICINE (2018)
Image Reconstruction Is a New Frontier of Machine Learning
Ge Wang et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)
Deep learning with domain adaptation for accelerated projection-reconstruction MR
Yoseob Han et al.
MAGNETIC RESONANCE IN MEDICINE (2018)
End-to-end Optimization of Optics and Image Processing for Achromatic Extended Depth of Field and Super-resolution Imaging
Vincent Sitzmann et al.
ACM TRANSACTIONS ON GRAPHICS (2018)
Low-dose CT for the detection and classification of metastatic liver lesions: Results of the 2016 Low Dose CT Grand Challenge
Cynthia H. McCollough et al.
MEDICAL PHYSICS (2017)
A Perspective on Deep Imaging
Ge Wang
IEEE ACCESS (2016)
Generalized SURE for Exponential Families: Applications to Regularization
Yonina C. Eldar
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)