NOISE TO NOISE ENSEMBLE LEARNING FOR PET AND CT IMAGE AND DATA DENOISING

摘要

A system and method for training a neural network to denoise images. One noise realization is paired to an ensemble of training-ready noise realizations, and fed into a neural network for training. Training datasets can also be retrospectively generated based on existing patient studies to increase the number of training datasets.