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

3 August 2017

Papers citing "Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss"

50 / 235 papers shown

Title
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions Onat Dalmaz Arjun D Desai Reinhard Heckel Tolga Çukur Akshay Chaudhari B. Hargreaves 24 0 0 04 May 2025
Prompt Guiding Multi-Scale Adaptive Sparse Representation-driven Network for Low-Dose CT MAR Baoshun Shi Bing Chen Shaolei Zhang Huazhu Fu Zhanli Hu MedIm 35 0 0 28 Apr 2025
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain Pengcheng Zheng Kecheng Chen Jiaxin Huang Bohao Chen Ju Liu Yazhou Ren X. Pu MedIm 26 0 0 15 Apr 2025
Zero-Shot Low-dose CT Denoising via Sinogram Flicking Yongyi Shi Ge Wang DiffM 23 0 0 10 Apr 2025
BioAtt: Anatomical Prior Driven Low-Dose CT Denoising Namhun Kim Uihyun Cho MedIm 31 0 0 02 Apr 2025
Multi-stage Deep Learning Artifact Reduction for Pallel-beam Computed Tomography Jiayang Shi D. Pelt K. Batenburg 81 0 0 20 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 58 2 0 20 Jan 2025
st-DTPM: Spatial-Temporal Guided Diffusion Transformer Probabilistic Model for Delayed Scan PET Image Prediction Ran Hong Yuxia Huang Lei Liu Zhonghui Wu Bingxuan Li X. Wang Qiegen Liu MedIm 37 0 0 30 Oct 2024
Unsupervised Training of a Dynamic Context-Aware Deep Denoising Framework for Low-Dose Fluoroscopic Imaging Sun-Young Jeon Sen Wang Adam S. Wang G. Gold Jang-Hwan Choi MedIm 34 0 0 29 Oct 2024
Imaging foundation model for universal enhancement of non-ideal measurement CT Yuxin Liu Rongjun Ge Yuting He Zhan Wu Chenyu You Yuan Gao Chenyu You Ge Wang Yang Chen Shuo Li MedIm 21 2 0 02 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 34 0 0 01 Oct 2024
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 31 4 0 19 Sep 2024
A Sharpness Based Loss Function for Removing Out-of-Focus Blur Uditangshu Aurangabadkar D. Ramsook Anil C. Kokaram 25 1 0 12 Aug 2024
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models S. Ozaki S. Kaji T. Imae K. Nawa H. Yamashita K. Nakagawa DiffM MedIm 32 0 0 06 Aug 2024
Region Attention Transformer for Medical Image Restoration Zhiwen Yang Haowei Chen Ziniu Qian Yang Zhou Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm ViT 25 2 0 12 Jul 2024
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 32 14 0 08 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration Luzhe Huang Xiongye Xiao Shixuan Li Jiawen Sun Yi Huang Aydogan Ozcan Paul Bogdan MedIm DiffM 29 3 0 07 Jul 2024
Do As I Do: Pose Guided Human Motion Copy Sifan Wu Zhenguang Liu Beibei Zhang Roger Zimmermann Zhongjie Ba Xiaosong Zhang Kui Ren 34 8 0 24 Jun 2024
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement Ruiquan Ge Zhaojie Fang Pengxue Wei Zhanghao Chen Hongyang Jiang Ahmed Elazab Wangting Li Xiang Wan Shaochong Zhang Changmiao Wang MedIm 32 4 0 01 May 2024
WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion Bin Wang Fei Deng Peifan Jiang Shuang Wang Xiao Han Zhixuan Zhang MedIm 23 3 0 15 Apr 2024
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis Emmanouil Nikolakakis Utkarsh Gupta Jonathan Vengosh Justin Bui Razvan V. Marinescu 3DGS 29 6 0 04 Apr 2024
Multi-Scale Texture Loss for CT denoising with GANs Francesco Di Feola L. Tronchin V. Guarrasi Paolo Soda MedIm 26 2 0 25 Mar 2024
Low-dose CT Denoising with Language-engaged Dual-space Alignment Zhihao Chen Tao Chen Chenhui Wang Chuang Niu Ge Wang Hongming Shan 27 7 0 10 Mar 2024
Evaluating Adversarial Robustness of Low dose CT Recovery Kanchana Vaishnavi Gandikota Paramanand Chandramouli Hannah Dröge Michael Moeller OOD AAML 23 3 0 18 Feb 2024
Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function Megan Lantz E. Sidky Ingrid S. Reiser Xiaochuan Pan Gregory Ongie 34 1 0 15 Feb 2024
PFCM: Poisson flow consistency models for low-dose CT image denoising Dennis Hein Adam Wang Ge Wang Ge Wang DiffM 31 1 0 13 Feb 2024
Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data Wentao Chen Xichen Xu Jie Luo Weimin Zhou MedIm 16 3 0 02 Feb 2024
Low-resolution Prior Equilibrium Network for CT Reconstruction Yijie Yang Qifeng Gao Yuping Duan 24 0 0 28 Jan 2024
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization Chang Liu L. Klein Yixing Huang E. Baader M. Lell Marc Kachelrieß Andreas K. Maier MedIm 10 2 0 23 Jan 2024
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models Zhihao Chen Bin Hu Chuang Niu Tao Chen Yuxin Li Hongming Shan Ge Wang LM&MA MLLM 19 4 0 25 Dec 2023
Texture Matching GAN for CT Image Enhancement Madhuri Nagare G. Buzzard Charles A. Bouman GAN MedIm 19 0 0 20 Dec 2023
PPFM: Image denoising in photon-counting CT using single-step posterior sampling Poisson flow generative models Dennis Hein Staffan Holmin Timothy Szczykutowicz Jonathan S. Maltz Mats Danielsson Ge Wang Mats U. Persson DiffM MedIm 14 7 0 15 Dec 2023
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning Ling Chen Zhishen Huang Y. Long S. Ravishankar 6 1 0 19 Nov 2023
Domain Generalization of 3D Object Detection by Density-Resampling Shuangzhi Li Lei Ma Xingyu Li 3DPC 21 4 0 17 Nov 2023
Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss Jiarui Zhu Werxing Chen Hongfei Sun Shaohua Zhi Jing Qin J. Cai G. Ren MedIm 16 1 0 01 Nov 2023
Privacy-Preserving Encrypted Low-Dose CT Denoising Ziyuan Yang Huijie Huangfu Maosong Ran Zhiwen Wang Hui Yu Yi Zhang 25 0 0 13 Oct 2023
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT Wenjun Xia Yongyi Shi Chuang Niu W. Cong Ge Wang DiffM 9 9 0 10 Oct 2023
Latent Diffusion Model for Medical Image Standardization and Enhancement Mona Selim Jie M. Zhang Faraneh Fathi Michael A. Brooks Ge Wang Guoqiang Yu Jin Chen DiffM MedIm 27 5 0 08 Oct 2023
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator Yongyi Shi Wenjun Xia Ge Wang X. Mou DiffM 6 2 0 04 Oct 2023
Image Denoising via Style Disentanglement Jingwei Niu Junting Cheng Shan Tan 17 0 0 26 Sep 2023
Energy-Guided Diffusion Model for CBCT-to-CT Synthesis Linjie Fu Xia Li Xiuding Cai Dongkai Miao Yu Yao Yali Shen DiffM MedIm 24 5 0 07 Aug 2023
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising Zhihao Chen Qinhan Gao Yi Zhang Hongming Shan 21 16 0 23 Jul 2023
Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising Xuantong Liu Yaoqin Xie Junting Cheng Songhui Diao Shan Tan Xiaokun Liang MedIm DiffM 14 25 0 25 May 2023
A robust multi-domain network for short-scanning amyloid PET reconstruction Hyoung Suk Park Y. Jeong Kiwan Jeon OOD MedIm 21 0 0 17 May 2023
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography Yucheng Lu Zhixin Xu M. Choi Jimin Kim Seung‐Won Jung OOD 18 3 0 21 Apr 2023
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT A. Chakravarty T. Emre Oliver Leingang Sophie Riedl Julia Mai ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović 26 1 0 17 Apr 2023
A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT Denoising Francesco Di Feola L. Tronchin Paolo Soda 8 2 0 11 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models Yunxiang Li H. Shao Xiao Liang Liyuan Chen Ruiqi Li Steve B. Jiang Jing Wang You Zhang MedIm DiffM 13 46 0 05 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 21 49 0 04 Apr 2023
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT Wenjun Xia H. Tseng Chuang Niu W. Cong Xiaohua Zhang Shaohua Liu R. Ning Srinivasan Vedantham Ge Wang DiffM MedIm 11 4 0 22 Mar 2023