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Oct, 2021
医学影像异常检测代理桥接重建网络
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images
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Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang...
TL;DR
本研究提出一个基于Proxy-bridged图像重构网络的医学图像异常检测方法,其中使用SI作为中间代理来提取正常图像和重构图像之间的特征对应关系,在像素和图像级别上都取得了良好的检测效果。
Abstract
anomaly detection
in
medical images
refers to the identification of abnormal images with only normal images in the training set. Most existing methods solve this problem with a self-reconstruction framework, whic
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