| Literature DB >> 27918801 |
Roman Hochuli1, Samuel Powell1, Simon Arridge2, Ben Cox1.
Abstract
Forward and adjoint Monte Carlo (MC) models of radiance are proposed for use in model-based quantitative photoacoustic tomography. A two-dimensional (2-D) radiance MC model using a harmonic angular basis is introduced and validated against analytic solutions for the radiance in heterogeneous media. A gradient-based optimization scheme is then used to recover 2-D absorption and scattering coefficients distributions from simulated photoacoustic measurements. It is shown that the functional gradients, which are a challenge to compute efficiently using MC models, can be calculated directly from the coefficients of the harmonic angular basis used in the forward and adjoint models. This work establishes a framework for transport-based quantitative photoacoustic tomography that can fully exploit emerging highly parallel computing architectures.Mesh:
Year: 2016 PMID: 27918801 DOI: 10.1117/1.JBO.21.12.126004
Source DB: PubMed Journal: J Biomed Opt ISSN: 1083-3668 Impact factor: 3.170