InNetGAN: Inception Network-Based Generative Adversarial Network for Denoising Low-Dose Computed Tomography

Unpaired Image Denoising via Wasserstein GAN in Low-Dose CT Image with Multi-Perceptual Loss and Fidelity Loss

(2021) Zhixian Yin et al.   Symmetry-Basel

Epilepsy Diagnosis Using Multi-view & Multi-medoid Entropy-based Clustering with Privacy Protection

(2021) Yuanpeng Zhang et al.   ACM Transactions on Internet Technology

A review on Deep Learning approaches for low-dose Computed Tomography restoration

(2021) K. A. Saneera Hemantha Kulathilake et al.   Complex & Intelligent Systems

A review on medical image denoising algorithms

(2020) Sameera V. Mohd Sagheer et al.   Biomedical Signal Processing and Control

SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network

(2020) Meng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network

(2020) Isaac Shiri et al.   EUROPEAN RADIOLOGY

StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning

(2020) Kihwan Choi et al.   IEEE Journal of Selected Topics in Signal Processing

Texture Analysis of Imaging: What Radiologists Need to Know

(2019) Bino A. Varghese et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Artifact correction in low-dose dental CT imaging using Wasserstein generative adversarial networks

(2019) Zhanli Hu et al.   MEDICAL PHYSICS

Tensor decomposition and non-local means based spectral CT image denoising

(2019) Yanbo Zhang et al.   Journal of X-Ray Science and Technology

Visual Attention Network for Low-Dose CT

(2019) Wenchao Du et al.   IEEE SIGNAL PROCESSING LETTERS

Deep Learning for Low-Dose CT Denoising Using Perceptual Loss and Edge Detection Layer

(2019) Maryam Gholizadeh-Ansari et al.   JOURNAL OF DIGITAL IMAGING

Unpaired Low-Dose CT Denoising Network Based on Cycle-Consistent Generative Adversarial Network with Prior Image Information

(2019) Chao Tang et al.   Computational and Mathematical Methods in Medicine

Two stage residual CNN for texture denoising and structure enhancement on low dose CT image

(2019) Liangliang Huang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging

(2019) Xiangrui Yin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Generative adversarial network in medical imaging: A review

(2019) Xin Yi et al.   MEDICAL IMAGE ANALYSIS

Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss

(2018) Qingsong Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2018) Hongming Shan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Sharpness-Aware Low-Dose CT Denoising Using Conditional Generative Adversarial Network

(2018) Xin Yi et al.   JOURNAL OF DIGITAL IMAGING

A comprehensive review of denoising techniques for abdominal CT images

(2018) Ravinder Kaur et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Structurally-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising

(2018) Chenyu You et al.   IEEE Access

Iterative quality enhancement via residual-artifacts learning networks for low-dose CT

(2018) Yongbo Wang et al.   PHYSICS IN MEDICINE AND BIOLOGY

Cycle-consistent adversarial denoising network for multiphase coronary CT angiography

(2018) Eunhee Kang et al.   MEDICAL PHYSICS

Ultra-low-dose CT image denoising using modified BM3D scheme tailored to data statistics

(2018) Tingting Zhao et al.   MEDICAL PHYSICS

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

(2017) Hu Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

(2017) Jelmer M. Wolterink et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction

(2017) Eunhee Kang et al.   MEDICAL PHYSICS

aLow-dose CT via convolutional neural network

(2017) Hu Chen et al.   Biomedical Optics Express

Improving Low-Dose CT Image Using Residual Convolutional Network

(2017) Wei Yang et al.   IEEE Access

Stacked competitive networks for noise reduction in low-dose CT

(2017) Wenchao Du et al.   PLoS One

Statistical iterative reconstruction using adaptive fractional order regularization

(2016) Yi Zhang et al.   Biomedical Optics Express

A sinogram denoising algorithm for low-dose computed tomography

(2016) Davood Karimi et al.   BMC MEDICAL IMAGING

Adaptively Tuned Iterative Low Dose CT Image Denoising

(2015) SayedMasoud Hashemi et al.   Computational and Mathematical Methods in Medicine

Adaptive filtering with self-similarity for low-dose CT imaging

(2015) Yingmei Wang et al.   OPTIK

Adaptive Tensor-Based Principal Component Analysis for Low-Dose CT Image Denoising

(2015) Danni Ai et al.   PLoS One

Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study

(2014) Jian-Feng Cai et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-Dose X-ray CT Reconstruction via Dictionary Learning

(2012) Qiong Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Statistical CT noise reduction with multiscale decomposition and penalized weighted least squares in the projection domain

(2012) Shaojie Tang et al.   MEDICAL PHYSICS

Thoracic low-dose CT image processing using an artifact suppressed large-scale nonlocal means

(2012) Yang Chen et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiation Dose Associated With Common Computed Tomography Examinations and the Associated Lifetime Attributable Risk of Cancer

(2009) Rebecca Smith-Bindman   ARCHIVES OF INTERNAL MEDICINE

Projection space denoising with bilateral filtering and CT noise modeling for dose reduction in CT

(2009) Armando Manduca et al.   MEDICAL PHYSICS