Investigation of PET image quality with acquisition time/bed and enhancement of lesion quantification accuracy through deep progressive learning.

The DPL algorithm dramatically enhanced the quality of PET images and enabled more accurate quantification of sub-centimeters lesions in patients and lesions in overweight or obese patients. This is particularly beneficial for overweight or obese patients who usually have lower image quality due to the increased attenuation.