Abnormal Chest X-ray Identification With Generative Adversarial
One-Class Classifier

Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier

5 March 2019

Ronald M. Summers

ArXiv (abs)PDF HTML

Papers citing "Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier"

19 / 19 papers shown

Title
Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation Kyungsu Kim S. Oh Chae Yeon Lim J. Lee Tae Uk Kim M. Chung MedIm 60 0 0 21 Jul 2022
Data Invariants to Understand Unsupervised Out-of-Distribution Detection Lars Doorenbos Raphael Sznitman Pablo Márquez-Neila OODD 49 6 0 26 Nov 2021
Generative Residual Attention Network for Disease Detection Euyoung Kim Soochahn Lee Kyoung Mu Lee GAN LM&MA MedIm 44 1 0 25 Oct 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 81 34 0 22 Oct 2021
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images Kang Zhou Jing Li Weixin Luo Zhengxin Li Jianlong Yang Huazhu Fu Jun Cheng Jiang-Dong Liu Shenghua Gao 184 34 0 05 Oct 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 117 329 0 15 Mar 2021
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays A. Spahr Behzad Bozorgtabar Jean-Philippe Thiran 67 16 0 19 Feb 2021
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review Tahira Iqbal A. Shaukat M. Akram Zartasha Mustansar 103 11 0 21 Dec 2020
Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome E. Chotzoglou Thomas Day Jeremy Tan Jacqueline Matthew D. Lloyd Reza Razavi J. Simpson Bernhard Kainz MedIm 117 8 0 15 Nov 2020
Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning Behzad Bozorgtabar Dwarikanath Mahapatra Guillaume Vray Jean-Philippe Thiran 43 9 0 19 Oct 2020
One Click Lesion RECIST Measurement and Segmentation on CT Scans Youbao Tang K. Yan Jing Xiao Ronald M. Summers 78 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 79 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 69 23 0 14 Jul 2020
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature Yifan Peng Yuxing Tang Sungwon Lee Yingying Zhu Ronald M. Summers Zhiyong Lu OOD 65 16 0 11 Jun 2020
Weakly Supervised Lesion Co-segmentation on CT Scans Vatsal Agarwal Youbao Tang Jing Xiao Ronald M. Summers 61 14 0 24 Jan 2020
Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation Vatsal Agarwal Youbao Tang Jing Xiao Ronald M. Summers 92 17 0 23 Jan 2020
A versatile anomaly detection method for medical images with a flow-based generative model in semi-supervision setting Hisaichi Shibata S. Hanaoka Y. Nomura Takahiro Nakao Issei Sato D. Sato Naoto Hayashi O. Abe MedIm 16 2 0 22 Jan 2020
TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays Yuxing Tang Youbao Tang V. Sandfort Jing Xiao Ronald M. Summers ViT MedIm 65 40 0 21 Aug 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation Youbao Tang Yuxing Tang Jing Xiao Ronald M. Summers 64 119 0 19 Apr 2019