Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction

2 March 2018

Papers citing "Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction"

20 / 20 papers shown

Title
Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction Pengfei Yu Bin Huang Minghui Zhang Weiwen Wu Shaoyu Wang Qiegen Liu DiffM 23 0 0 15 May 2025
Continuous Filtered Backprojection by Learnable Interpolation Network Hui Lin D. Zeng Qi Xie Zerui Mao Jianhua Ma Deyu Meng MedIm 24 0 0 03 May 2025
Limited-Angle Tomography Reconstruction via Deep End-To-End Learning on Synthetic Data Thomas Germer Jan Robine S. Konietzny Stefan Harmeling Tobias Uelwer MedIm 23 5 0 13 Sep 2023
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction Kai Xu Shiyu Lu Bin Huang Weiwen Wu Qie-gen Liu DiffM 19 21 0 30 Aug 2023
Learning to Distill Global Representation for Sparse-View CT Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 21 9 0 16 Aug 2023
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images Hong Wang Minghao Zhou Dong Wei Yuexiang Li Yefeng Zheng 25 6 0 25 Jun 2023
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 56 43 0 12 Sep 2022
Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography Emilien Valat K. Farrahi T. Blumensath 34 0 0 16 May 2022
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction Chang Sun Ken Deng Yitong Liu Hongwen Yang MedIm 21 8 0 19 Feb 2022
Posterior temperature optimized Bayesian models for inverse problems in medical imaging M. Laves Malte Tolle Alexander Schlaefer Sandy Engelhardt 45 10 0 02 Feb 2022
Sinogram Enhancement with Generative Adversarial Networks using Shape Priors Emilien Valat K. Farrahi T. Blumensath GAN MedIm 17 1 0 01 Feb 2022
Sparse-View CT Reconstruction using Recurrent Stacked Back Projection Wenrui Li G. Buzzard Charles A. Bouman 33 3 0 09 Dec 2021
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency Bo Zhou S. Kevin Zhou James S. Duncan Chi Liu 27 8 0 03 Sep 2020
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images Yixing Huang Alexander Preuhs M. Manhart G. Lauritsch Andreas Maier MedIm 27 5 0 20 May 2020
FastPET: Near Real-Time PET Reconstruction from Histo-Images Using a Neural Network W. Whiteley V. Panin Chuanyu Zhou J. Cabello D. Bharkhada J. Gregor 3DH 10 9 0 11 Feb 2020
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data Huidong Xie Hongming Shan Ge Wang MedIm 19 29 0 13 Nov 2019
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging Huidong Xie Hongming Shan W. Cong Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 3DV 27 21 0 02 Jul 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 13 239 0 04 Apr 2019
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction Hyunkwang Lee Chao Huang Sehyo Yune Shahein H. Tajmir Myeongchan Kim Synho Do OOD 16 46 0 03 Dec 2018
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014