CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

11 June 2018

Ziyue Xu

Papers citing "CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation"

50 / 73 papers shown

Title
LesionDiffusion: Towards Text-controlled General Lesion Synthesis Henrui Tian Wenhui Lei Linrui Dai Hanyu Chen Xiaofan Zhang DiffM MedIm 42 0 0 02 Mar 2025
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 33 2 0 09 Sep 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 45 6 0 27 May 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 35 2 0 26 Apr 2024
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference Zhihao Shuai Yinan Chen Shunqiang Mao Yihan Zho Xiaohong Zhang MedIm 31 2 0 25 Apr 2024
A dynamic interactive learning framework for automated 3D medical image segmentation Mu Tian Xiaohui Chen Yi Gao 8 0 0 11 Dec 2023
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data Yu-Cheng Chou Bowen Li Deng-Ping Fan Alan L. Yuille Zongwei Zhou MedIm 29 5 0 23 Oct 2023
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images L. Crespi Mattia Portanti Daniele Loiacono MedIm GAN 19 0 0 31 Mar 2023
Explainable Semantic Medical Image Segmentation with Style Weiqun Dai Siyu Liu Craig B. Engstrom Shekhar S. Chandra MedIm 61 0 0 10 Mar 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 33 5 0 04 Feb 2023
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu H. Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 28 23 0 10 Nov 2022
TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging Zihao Tang Xinyi Wang Lihaowen Zhu Mariano Cabezas Dongnan Liu Michael Barnett Weidong (Tom) Cai Chengyu Wang DiffM MedIm 21 5 0 31 Oct 2022
Boundary Guided Semantic Learning for Real-time COVID-19 Lung Infection Segmentation System Runmin Cong Yumo Zhang Ning Yang Haisheng Li Xueqi Zhang Ruochen Li Zewen Chen Yao-Min Zhao Sam Kwong 52 39 0 07 Sep 2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection Zhenrong Shen Xi Ouyang Bin Xiao Jie-Zhi Cheng Qian Wang Dinggang Shen MedIm 18 25 0 19 Jul 2022
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation Y. Liu Fei Yang Yidong Yang GAN MedIm 19 4 0 18 Jun 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 25 8 0 30 May 2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation Jeffry Wicaksana Zengqiang Yan Dong Zhang Xijie Huang Huimin Wu Xin Yang Kwang-Ting Cheng FedML 27 49 0 04 May 2022
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Tan H. Nguyen Binh-Son Hua Ngan Le 3DPC MedIm 6 32 0 16 Mar 2022
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 19 11 0 14 Oct 2021
Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT X. Ye Dazhou Guo C. Tseng J. Ge T. Hung ... Jing Xiao Le Lu Senxiang Yan D. Jin T. Ho 11 12 0 11 Oct 2021
Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective Riqiang Gao Yucheng Tang Kaiwen Xu Ho Hin Lee S. Deppen K. Sandler P. Massion Thomas A. Lasko Yuankai Huo Bennett A. Landman 27 10 0 25 Jul 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 28 42 0 20 Jul 2021
Controllable cardiac synthesis via disentangled anatomy arithmetic Spyridon Thermos Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 14 14 0 04 Jul 2021
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images Sungho Suh So-hyun Cheon Wonseon Choi Yeon Woong Chung W. Cho ji-Sun Paik Sung Eun Kim D. Chang Y. Lee 12 4 0 01 Jul 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 16 8 0 15 Jun 2021
Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection Youbao Tang K. Yan Jinzheng Cai Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu MedIm 20 10 0 05 May 2021
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss Youbao Tang Jinzheng Cai K. Yan Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu 42 25 0 03 May 2021
Free-form tumor synthesis in computed tomography images via richer generative adversarial network Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng R. Su GAN MedIm 30 44 0 20 Apr 2021
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation Dwarikanath Mahapatra 15 53 0 13 Apr 2021
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models Neal Mangaokar Jiameng Pu P. Bhattacharya Chandan K. Reddy Bimal Viswanath AAML MedIm 22 26 0 05 Apr 2021
Principled Ultrasound Data Augmentation for Classification of Standard Planes L. Hin Yuan Lee Gao J. Alison 15 15 0 14 Mar 2021
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation Yuhang Ding Xin Yu Yi Yang OOD 30 34 0 03 Feb 2021
Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei Ximeng Mao Yiping Wang Qicheng Lao GAN MedIm 18 20 0 08 Dec 2020
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Zhanwei Xu Yukun Cao Cheng Jin Guozhu Shao Xiaoqing Liu Jie Zhou Heshui Shi Jianjiang Feng MedIm 25 25 0 19 Oct 2020
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications Yue Yang P. Xie MedIm 14 0 0 07 Oct 2020
Artificial Intelligence: Research Impact on Key Industries; the Upper-Rhine Artificial Intelligence Symposium (UR-AI 2020) Andreas H. Christ Franz Quint AI4CE 21 0 0 05 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 25 544 0 28 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 19 61 0 12 Sep 2020
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages Aritra Chowdhury A. Santamaría-Pang James R. Kubricht Jianwei Qiu Peter Tu MedIm 15 6 0 22 Aug 2020
One Click Lesion RECIST Measurement and Segmentation on CT Scans Youbao Tang K. Yan Jing Xiao Ronald M. Summers 14 20 0 21 Jul 2020
E $^2$ Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans Youbao Tang Yuxing Tang Yingying Zhu Jing Xiao Ronald M. Summers MedIm 11 53 0 19 Jul 2020
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model Yingying Zhu Youbao Tang Yuxing Tang Daniel C. Elton Sungwon Lee P. J. Pickhardt Ronald M. Summers MedIm 6 23 0 14 Jul 2020
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Oscar Manas Keegan Lensink M. Law Lironne Kurzman William Parker David Vazquez Derek Nowrouzezahrai 8 84 0 04 Jul 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 14 20 0 19 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re D. Comaniciu 31 18 0 05 May 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen H. Fu Jianbing Shen Ling Shao 11 962 0 22 Apr 2020
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Aryan Mobiny P. Cicalese Samira Zare Pengyu Yuan Mohammadsajad Abavisani Carol C. Wu J. Ahuja P. D. Groot H. Nguyen MedIm 15 96 0 16 Apr 2020
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks Siqi Liu A. Setio Florin-Cristian Ghesu Eli Gibson Sasa Grbic Bogdan Georgescu D. Comaniciu AAML OOD 15 40 0 08 Mar 2020
Weakly Supervised Lesion Co-segmentation on CT Scans Vatsal Agarwal Youbao Tang Jing Xiao Ronald M. Summers 14 14 0 24 Jan 2020
Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation Vatsal Agarwal Youbao Tang Jing Xiao Ronald M. Summers 11 17 0 23 Jan 2020