3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

15 February 2018

Papers citing "3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network"

28 / 78 papers shown

Title
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization Mayank Patwari R. Gutjahr R. Raupach Andreas Maier 11 3 0 09 Jul 2020
JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering Mayank Patwari R. Gutjahr R. Raupach Andreas Maier 26 16 0 09 Jul 2020
X-ray Photon-Counting Data Correction through Deep Learning Mengzhou Li D. Rundle Ge Wang MedIm 14 23 0 06 Jul 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 16 20 0 19 May 2020
Low-Dose CT Image Denoising Using Parallel-Clone Networks Siqi Li Guobao Wang OOD 29 9 0 14 May 2020
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising Jinglan Liu Yukun Ding Jinjun Xiong Qianjun Jia Meiping Huang Jian Zhuang Bike Xie Chunchen Liu Yiyu Shi 16 5 0 27 Feb 2020
Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction Huidong Xie Hongming Shan W. Cong Chi Liu Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 19 2 0 09 Dec 2019
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
Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising Yu Gong Hongming Shan Yueyang Teng Taohui Xiao Ming Li Guodong Liang Ge Wang Shanshan Wang GAN MedIm 14 2 0 13 Oct 2019
Deep-learning-based Breast CT for Radiation Dose Reduction W. Cong Hongming Shan Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 27 14 0 25 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 30 26 0 01 Sep 2019
Multi-Contrast Super-Resolution MRI Through a Progressive Network Qing Lyu Hongming Shan Ge Wang SupR MedIm 19 133 0 05 Aug 2019
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy Lars Schmarje Claudius Zelenka U. Geisen C. Glüer Reinhard Koch 3DH 22 19 0 30 Jul 2019
Simultaneous reconstruction of the initial pressure and sound speed in photoacoustic tomography using a deep-learning approach Hongming Shan Christopher Wiedeman Ge Wang Yang Yang 13 25 0 23 Jul 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 24 96 0 06 Jul 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
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 36 157 0 21 Feb 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 14 95 0 20 Feb 2019
Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising Fenglei Fan Hongming Shan M. Kalra Ramandeep Singh Guhan Qian M. Getzin Yueyang Teng Juergen Hahn Ge Wang 36 110 0 17 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 24 3 0 31 Dec 2018
Low-Dose CT via Deep CNN with Skip Connection and Network in Network Chenyu You Linfeng Yang Yi Zhang Ge Wang MedIm 22 54 0 26 Nov 2018
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? Deepak Mishra Atul Padole AP Prathosh Aravind Jayendran R. Khera Varun Srivastava S. Chaudhury Ge Wang OOD 3DV 36 322 0 08 Nov 2018
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping Yiming Lei Yukun Tian Hongming Shan Junping Zhang Ge Wang M. Kalra 19 75 0 30 Oct 2018
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 13 86 0 30 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,371 0 19 Sep 2018
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network Maosong Ran Jinrong Hu Yang Chen Hu Chen Huaiqiang Sun Jiliu Zhou Yi Zhang MedIm 30 92 0 12 Aug 2018
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) Chenyu You Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan ... Zhuiyang Zhang W. Cong Michael W. Vannier P. Saha Ge Wang MedIm GAN SupR 21 400 0 10 Aug 2018
DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem I. Haeggstroem C. Schmidtlein Gabriele Campanella Thomas J. Fuchs ViT MedIm 13 253 0 20 Apr 2018