Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT

28 August 2017

Papers citing "Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT"

49 / 49 papers shown

Title
An incremental algorithm for non-convex AI-enhanced medical image processing Elena Morotti 34 0 0 13 May 2025
MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction Xiaohong Fan Ke-long Chen Huaming Yi Yin Yang Jianping Zhang 49 0 0 27 May 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 48 3 0 03 May 2024
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction Hanyu Chen Zhixiu Hao Lin Guo Liying Xiao 46 1 0 14 Mar 2024
OSNet & MNetO: Two Types of General Reconstruction Architectures for Linear Computed Tomography in Multi-Scenarios Zhisheng Wang Z. Deng Fenglin Liu Yixing Huang Haijun Yu Junning Cui 23 3 0 21 Sep 2023
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction Zhenghong Zhou Huangxuan Zhao Jiemin Fang D. Xiang Lei Chen Lingxia Wu Feihong Wu Wenyu Liu Chuansheng Zheng Xinggang Wang 38 6 0 05 Sep 2023
Differentiable Forward Projector for X-ray Computed Tomography Hyojin Kim Kyle Champley MedIm 26 11 0 11 Jul 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 20 0 0 07 Jun 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 36 11 0 22 May 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 43 162 0 09 Jan 2023
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction Wenjun Xia W. Cong Ge Wang DiffM MedIm 28 23 0 18 Nov 2022
$Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup$ Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20 $\times$ Speedup Wenjun Xia Qing Lyu Ge Wang DiffM MedIm 20 4 0 29 Sep 2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 53 43 0 12 Sep 2022
WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer Theodor Cheslerean-Boghiu Felix C. Hofmann M. Schultheiss F. Pfeiffer Daniela Pfeiffer Tobias Lasser MedIm OOD 29 24 0 01 Jul 2022
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions Samira Vafay Eslahi Jian Tao J. Ji 18 1 0 15 Jun 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi 43 50 0 15 Mar 2022
Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction Yutong Xie Quanzheng Li DiffM MedIm 32 89 0 05 Mar 2022
Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images Ruiwen Xing T. Humphries D. Si GAN MedIm 26 1 0 23 Dec 2021
Sparse-View CT Reconstruction using Recurrent Stacked Back Projection Wenrui Li G. Buzzard Charles A. Bouman 33 3 0 09 Dec 2021
DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising Zhizhong Huang Junping Zhang Yi Zhang Hongming Shan MedIm 31 149 0 24 Aug 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 25 27 0 25 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 30 1,046 0 02 Nov 2020
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 8 9 0 11 Feb 2020
Deep synthesis regularization of inverse problems D. Obmann Johannes Schwab Markus Haltmeier 26 11 0 01 Feb 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 40 0 06 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 815 0 31 Dec 2019
Deep Learning for space-variant deconvolution in galaxy surveys F. Sureau Alexis Lechat Jean-Luc Starck 3DPC 25 21 0 01 Nov 2019
GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction Anuroop Sriram Jure Zbontar Tullie Murrell C. L. Zitnick Aaron Defazio D. Sodickson 27 105 0 27 Oct 2019
Customized OCT images compression scheme with deep neural network Pengfei Guo Dawei Li Xingde Li MedIm 16 0 0 24 Aug 2019
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data W. Whiteley W. K. Luk J. Gregor 3DV AI4TS 31 55 0 19 Aug 2019
Learning to Synthesize: Robust Phase Retrieval at Low Photon counts Mo Deng Shuai Li A. Goy Iksung Kang George Barbastathis 14 69 0 26 Jul 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 27 199 0 06 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
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data A. Kofler M. Dewey T. Schaeffter Christian Wald C. Kolbitsch 3DPC 27 74 0 01 Apr 2019
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography T. Bubba Gitta Kutyniok Matti Lassas M. März Wojciech Samek S. Siltanen Vignesh Srinivasan 24 136 0 12 Nov 2018
One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection Yoseob Han J. C. Ye 10 35 0 01 Oct 2018
Deep Back Projection for Sparse-View CT Reconstruction Dong Hye Ye G. Buzzard M. Ruby Charles A. Bouman MedIm 27 30 0 06 Jul 2018
Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography Eunhee Kang H. Koo D. Yang Joon Bum Seo J. C. Ye MedIm 22 197 0 26 Jun 2018
k-Space Deep Learning for Accelerated MRI Yoseob Han Leonard Sunwoo J. C. Ye 43 188 0 10 May 2018
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 24 156 0 01 May 2018
A Mathematical Framework for Deep Learning in Elastic Source Imaging J. Yoo Abdul Wahab J. C. Ye 11 8 0 27 Feb 2018
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning Y. Yoon Shujaat Khan Jaeyoung Huh J. C. Ye 23 114 0 17 Dec 2017
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion Rushil Anirudh Hyojin Kim Jayaraman J. Thiagarajan K. A. Mohan Kyle Champley P. Bremer 27 101 0 28 Nov 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,181 0 16 Sep 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 186 2,946 0 15 Dec 2014