Qiaoqiao Ding

AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection

Anomaly detection from medical images is an important task for clinical screening and diagnosis. In general, a large dataset of normal images are available while only few abnormal images can be collected in clinical practice. By mimicking the diagnosis process of radiologists, we attempt to tackle t…