Seigo Kinuya

Variational autoencoders can detect coronary artery disease in myocardial perfusion SPECT images

Abstract Purpose Variational autoencoders (VAEs) can detect unsupervised anomalies in medical images. We aimed to determine whether a VAE could automatically detect anomalies in myocardial perfusion SPECT (MPS) images. We then interpreted the training and generative processes of...