Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging

Optoacoustic imaging (OAI) or photoacoustic imaging can resolve the distribution of tissue chromophores and optical contrast agents deep inside tissue from the optoacoustic detection with multi-spectral illumination. The development of a fast and accurate modeling method for the photon transport in...

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Main Authors: Tong Lu, Jiao Li, Tingting Chen, Shichao Miao, Shuai Li, Xinyang Xu, Feng Gao
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2020.00283/full
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spelling doaj-024191ecd36b4908ba786fdc79dd68662020-11-25T03:43:01ZengFrontiers Media S.A.Frontiers in Physics2296-424X2020-07-01810.3389/fphy.2020.00283552026Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic ImagingTong Lu0Jiao Li1Jiao Li2Tingting Chen3Shichao Miao4Shuai Li5Xinyang Xu6Feng Gao7Feng Gao8School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaTianjin Key Laboratory of Biomedical Detecting Techniques and Instruments, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaSchool of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, ChinaTianjin Key Laboratory of Biomedical Detecting Techniques and Instruments, Tianjin University, Tianjin, ChinaOptoacoustic imaging (OAI) or photoacoustic imaging can resolve the distribution of tissue chromophores and optical contrast agents deep inside tissue from the optoacoustic detection with multi-spectral illumination. The development of a fast and accurate modeling method for the photon transport in OAI is necessary to quantitatively evaluate the tissue optical parameters. This paper presents a parallelized Monte Carlo modeling method especially for OAI (MCOAI) to simulate photon transport in bio-tissues with arbitrary multi-angle wide-field illumination. The performance of the MCOAI method is verified by comparison with the graphics processing unit (GPU)-accelerated MCX method in the typical cases with the pencil beam and ring source illumination. The simulation results demonstrate the GPU-based MCOAI method has equivalent accuracy and significantly improved computation efficiency, compared to the MCX method. The simulations with cylindrical and hemispherical source illumination further illustrate that the MCOAI method can effectively implement three-dimensional photon transport simulation for typical illumination geometries of OAI systems. A cross-section of Digimouse is selected as a realistic heterogeneous phantom illuminated with six different light sources usually employed in OAI, in order to prove the necessity of establishing photon transport modeling in OAI for the quantitative visualization in deep tissues. The MCOAI method can provide a powerful tool to efficiently establish photon transport modeling with arbitrary illumination modes for OAI applications.https://www.frontiersin.org/article/10.3389/fphy.2020.00283/fulloptoacoustic imagingquantitative visualizationmulti-angle wide-field illuminationMonte Carlographics processing unit
collection DOAJ
language English
format Article
sources DOAJ
author Tong Lu
Jiao Li
Jiao Li
Tingting Chen
Shichao Miao
Shuai Li
Xinyang Xu
Feng Gao
Feng Gao
spellingShingle Tong Lu
Jiao Li
Jiao Li
Tingting Chen
Shichao Miao
Shuai Li
Xinyang Xu
Feng Gao
Feng Gao
Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
Frontiers in Physics
optoacoustic imaging
quantitative visualization
multi-angle wide-field illumination
Monte Carlo
graphics processing unit
author_facet Tong Lu
Jiao Li
Jiao Li
Tingting Chen
Shichao Miao
Shuai Li
Xinyang Xu
Feng Gao
Feng Gao
author_sort Tong Lu
title Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
title_short Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
title_full Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
title_fullStr Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
title_full_unstemmed Parallelized Monte Carlo Photon Transport Simulations for Arbitrary Multi-Angle Wide-Field Illumination in Optoacoustic Imaging
title_sort parallelized monte carlo photon transport simulations for arbitrary multi-angle wide-field illumination in optoacoustic imaging
publisher Frontiers Media S.A.
series Frontiers in Physics
issn 2296-424X
publishDate 2020-07-01
description Optoacoustic imaging (OAI) or photoacoustic imaging can resolve the distribution of tissue chromophores and optical contrast agents deep inside tissue from the optoacoustic detection with multi-spectral illumination. The development of a fast and accurate modeling method for the photon transport in OAI is necessary to quantitatively evaluate the tissue optical parameters. This paper presents a parallelized Monte Carlo modeling method especially for OAI (MCOAI) to simulate photon transport in bio-tissues with arbitrary multi-angle wide-field illumination. The performance of the MCOAI method is verified by comparison with the graphics processing unit (GPU)-accelerated MCX method in the typical cases with the pencil beam and ring source illumination. The simulation results demonstrate the GPU-based MCOAI method has equivalent accuracy and significantly improved computation efficiency, compared to the MCX method. The simulations with cylindrical and hemispherical source illumination further illustrate that the MCOAI method can effectively implement three-dimensional photon transport simulation for typical illumination geometries of OAI systems. A cross-section of Digimouse is selected as a realistic heterogeneous phantom illuminated with six different light sources usually employed in OAI, in order to prove the necessity of establishing photon transport modeling in OAI for the quantitative visualization in deep tissues. The MCOAI method can provide a powerful tool to efficiently establish photon transport modeling with arbitrary illumination modes for OAI applications.
topic optoacoustic imaging
quantitative visualization
multi-angle wide-field illumination
Monte Carlo
graphics processing unit
url https://www.frontiersin.org/article/10.3389/fphy.2020.00283/full
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