Can Deep Learning Outperform Modern Commercial CT Image Reconstruction
Methods?

Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?

8 November 2018

Aravind Jayendran

Varun Srivastava

Papers citing "Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?"

12 / 62 papers shown

Title
The LoDoPaB-CT Dataset: A Benchmark Dataset for Low-Dose CT Reconstruction Methods Johannes Leuschner Maximilian Schmidt Daniel Otero Baguer Peter Maass 16 32 0 01 Oct 2019
Deep-learning-based Breast CT for Radiation Dose Reduction W. Cong Hongming Shan Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 16 14 0 25 Sep 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
Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography Harbir Antil Z. Di R. Khatri 19 49 0 22 Jul 2019
Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning Ying Da Wang R. Armstrong P. Mostaghimi OOD SupR 27 68 0 15 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 18 21 0 02 Jul 2019
Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography M. Eslami Solale Tabarestani Shadi Albarqouni Ehsan Adeli Nassir Navab M. Adjouadi MedIm 9 77 0 24 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 10 238 0 04 Apr 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 28 110 0 17 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 16 3 0 31 Dec 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 11 75 0 30 Oct 2018
Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising Chenyu You Qingsong Yang Hongming Shan L. Gjesteby Guang Li ... Zhuiyang Zhang Zhen Zhao Yi Zhang W. Cong Ge Wang MedIm 62 206 0 02 May 2018