In this article, we propose an unsupervised deep learning method for positron emission tomography (PET) reconstruction from incomplete data. This method utilizes the so-called deep image prior (DIP) ...

In the machine learning community, data augmentation techniques have been widely used to make deep neural networks invariant to object transition. However, less attention has been paid to data ...