Framework for denoising Monte Carlo photon transport simulations using deep learning.
Journal:
Journal of biomedical optics
Published Date:
May 1, 2022
Abstract
SIGNIFICANCE: The Monte Carlo (MC) method is widely used as the gold-standard for modeling light propagation inside turbid media, such as human tissues, but combating its inherent stochastic noise requires one to simulate a large number photons, resulting in high computational burdens.