Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images

Zhou，Kang1; Li，Jing2; Luo，Weixin3; Li，Zhengxin3; Yang，Jianlong4; Fu，Huazhu5; Cheng，Jun6; Liu，Jiang7; Gao，Shenghua8

2022-03

10.1109/TMI.2021.3118223

IEEE Transactions on Medical Imaging   影响因子和分区

1558-254X

Anomaly detection proxy superpixel-image memory pseudo anomalies

SCI ; EI

其他

20214311047840

Extraction ; Image reconstruction ; Magnetic resonance imaging ; Medical imaging ; Ophthalmology ; Superpixels

Biomedical Engineering:461.1 ; Medicine and Pharmacology:461.6 ; Magnetism: Basic Concepts and Phenomena:701.2 ; Imaging Techniques:746 ; Chemical Operations:802.3

CLINICAL MEDICINE

IEEE

1.School of Information Science and Technology, Shanghai Tech University, Shanghai 201210, China and Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China, and University of Chinese Academy of Sciences, China. (e-mail: zhoukang@shanghaitech.edu.cn)
2.School of Information Science and Technology, Shanghai Tech University, Shanghai 201210, China and Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China, and University of Chinese Academy of Sciences, China.
3.School of Information Science and Technology, Shanghai Tech University, Shanghai 201210, China.
4.School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China.
5.Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore 138632.
6.Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore 138632.
7.Department of Computer Science and Engineering, Southern University of Science and Technology, Guangdong 518055, China, and Cixi Institute of Biomedical Engineering, Chinese Academy of Sciences, Zhejiang 315201, China.
8.School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China and Shanghai Engineering Research Center of Intelligent Vision and Imaging, Shanghai 201210, China, and Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai 201210, China.

Zhou，Kang,Li，Jing,Luo，Weixin,et al. Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images[J]. IEEE Transactions on Medical Imaging,2022,41(3):582-594.

Zhou，Kang.,Li，Jing.,Luo，Weixin.,Li，Zhengxin.,Yang，Jianlong.,...&Gao，Shenghua.(2022).Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images.IEEE Transactions on Medical Imaging,41(3),582-594.

Zhou，Kang,et al."Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images".IEEE Transactions on Medical Imaging 41.3(2022):582-594.