Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images
IEEE Transactions on Medical Imaging(2022)
摘要
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, which tends to learn an identity mapping and reduces the sensitivity to anomalies. To mitigate this problem, in this paper, we propose a novel Proxy-bridged Image Reconstruction Network (Proxy...
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关键词
Image reconstruction,Anomaly detection,Biomedical imaging,Retina,Feature extraction,Magnetic resonance imaging,Training
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