Sparse-GAN: Sparsity-constrained Generative Adversarial Network for
Anomaly Detection in Retinal OCT Image

Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

28 November 2019

Jun Cheng

Papers citing "Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image"

19 / 19 papers shown

Title
BMAD: Benchmarks for Medical Anomaly Detection Jinan Bao Hanshi Sun Hanqiu Deng Yinsheng He Zhaoxiang Zhang Xingyu Li MedIm 23 21 0 20 Jun 2023
Federated Composite Saddle Point Optimization Site Bai Brian Bullins FedML 22 0 0 25 May 2023
OpenAUC: Towards AUC-Oriented Open-Set Recognition Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang MQ 35 24 0 22 Oct 2022
Optimizing Partial Area Under the Top-k Curve: Theory and Practice Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 22 7 0 03 Sep 2022
Optimizing Two-way Partial AUC with an End-to-end Framework Zhiyong Yang Qianqian Xu Shilong Bao Yuan He Xiaochun Cao Qingming Huang 12 16 0 23 Jun 2022
Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding Sourya Dipta Das Saikat Dutta Nisarg A. Shah Dwarikanath Mahapatra Zongyuan Ge MedIm 9 12 0 27 Jan 2022
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications Jin Li B. Cairns Jingsong Li T. Zhu SyDa 27 67 0 22 Dec 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou C. Bezemer Petr Musílek AI4TS MedIm 8 34 0 22 Oct 2021
Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations Xinyu Zhang Ian Colbert Ken Kreutz-Delgado Srinjoy Das MQ 24 11 0 15 Oct 2021
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images Kang Zhou Jing Li Weixin Luo Zhengxin Li Jianlong Yang H. Fu Jun Cheng Jiang-Dong Liu Shenghua Gao 129 32 0 05 Oct 2021
Learning with Multiclass AUC: Theory and Algorithms Zhiyong Yang Qianqian Xu Shilong Bao Xiaochun Cao Qingming Huang 31 66 0 28 Jul 2021
Discriminative-Generative Representation Learning for One-Class Anomaly Detection X. Xia Xizhou Pan Xing He Jingfei Zhang Ning Ding Lin Ma 17 4 0 27 Jul 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 16 636 0 22 Jul 2021
Improving unsupervised anomaly localization by applying multi-scale memories to autoencoders Yifei Yang Shibing Xiang Ruixiang Zhang 11 7 0 21 Dec 2020
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection F. V. Massoli Fabrizio Falchi Alperen Kantarci cSeymanur Akti H. K. Ekenel Giuseppe Amato 11 59 0 09 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 82 8 0 15 Nov 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 23 114 0 09 Aug 2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 86 159 0 24 Jul 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