Combining deep learning with a kinetic model to predict dynamic PET images and generate parametric images.

The proposed method is feasible, and satisfactory PET quantification accuracy can be achieved using the proposed deep learning method. Further clinical validation is needed before implementing this approach in routine clinical applications.