Deep Learning for PET Image Reconstruction: Some Current Approaches

Abstract

Deep learning has long been applied to PET image reconstruction. In this brief review, we first cover a brief history of PET image reconstruction as well as a straightforward explanation of deep learning-based PET image reconstruction, from the basic ideas of deep learning reconstruction to some of the most recent research developments.