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BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and
  Generalization

BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
4 August 2019
Il Yong Chun
Xuehang Zheng
Y. Long
Jeffrey A. Fessler
    3DVOOD
ArXiv (abs)PDFHTML

Papers citing "BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization"

11 / 11 papers shown
A Learned Proximal Alternating Minimization Algorithm and Its Induced
  Network for a Class of Two-block Nonconvex and Nonsmooth Optimization
A Learned Proximal Alternating Minimization Algorithm and Its Induced Network for a Class of Two-block Nonconvex and Nonsmooth OptimizationJournal of Scientific Computing (J. Sci. Comput.), 2024
Yuxiao Chen
Lezhi Liu
Lei Zhang
205
1
0
10 Nov 2024
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and
  Unsupervised Learning
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning
Ling Chen
Zhishen Huang
Y. Long
S. Ravishankar
245
2
0
19 Nov 2023
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed
  Tomography
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed TomographyIEEE Transactions on Medical Imaging (TMI), 2023
Yucheng Lu
Zhixin Xu
M. Choi
Jimin Kim
Seung‐Won Jung
OOD
586
3
0
21 Apr 2023
Deep Algorithm Unrolling for Biomedical Imaging
Deep Algorithm Unrolling for Biomedical Imaging
Yuelong Li
Or Bar-Shira
V. Monga
Yonina C. Eldar
SyDa
147
14
0
15 Aug 2021
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT
  Reconstruction
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT ReconstructionJournal of Scientific Computing (J. Sci. Comput.), 2021
Qingchao Zhang
Mehrdad Alvandipour
Wenjun Xia
Yi Zhang
X. Ye
Yunmei Chen
227
8
0
27 Apr 2021
Model-based Reconstruction with Learning: From Unsupervised to
  Supervised and Beyond
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond
Zhishen Huang
Siqi Ye
Michael T. McCann
S. Ravishankar
MedIm
230
11
0
26 Mar 2021
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees
SGD-Net: Efficient Model-Based Deep Learning with Theoretical GuaranteesIEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021
Jiaming Liu
Yu Sun
Weijie Gan
Xiaojian Xu
B. Wohlberg
Ulugbek S. Kamilov
FedMLMedIm
319
38
0
22 Jan 2021
An Improved Iterative Neural Network for High-Quality Image-Domain
  Material Decomposition in Dual-Energy CT
An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CTMedical Physics (Lancaster) (Med. Phys.), 2020
Zhipeng Li
Y. Long
Il Yong Chun
581
15
0
02 Dec 2020
Momentum-Net for Low-Dose CT Image Reconstruction
Momentum-Net for Low-Dose CT Image ReconstructionAsilomar Conference on Signals, Systems and Computers (Asilomar), 2020
Siqi Ye
Y. Long
Il Yong Chun
350
8
0
27 Feb 2020
Momentum-Net: Fast and convergent iterative neural network for inverse
  problems
Momentum-Net: Fast and convergent iterative neural network for inverse problemsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Il Yong Chun
Zhengyu Huang
Hongki Lim
Jeffrey A. Fessler
408
92
0
26 Jul 2019
Convolutional Analysis Operator Learning: Acceleration and Convergence
Convolutional Analysis Operator Learning: Acceleration and Convergence
Il Yong Chun
Jeffrey A. Fessler
457
48
0
15 Feb 2018
1
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