Comparison of the performances of machine learning and deep learning in improving the quality of low dose lung cancer PET images.

LD images with a minimum of 5 M counts (8.72 MBq for 10 min scan or 25 MBq for 3 min scan) are required for optimal clinical use of ML and DL, with slightly better but more varied performance shown by DL.