Illustration of PET patient data with three unique low-dose settings, where 20%-count, 40%-count, 60%-count low-dose settings were utilized to simulate the multi-institutional data, respectively. The corresponding full-dose PET is shown on the right of the low-dose PET. The lower the dose level, the higher the noise level in the reconstructed image, thus causing a non-identical data distribution.