Quantitative Reconstruction of Absorption Coefficients for Photoacoustic Tomography

被引:8
|
作者
Liu, Yang [1 ]
Sun, Mingjian [1 ]
Liu, Ting [2 ]
Ma, Yiming [1 ]
Hu, Depeng [3 ]
Li, Chao [3 ]
Feng, Naizhang [1 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin 150000, Heilongjiang, Peoples R China
[2] Dalian Maritime Univ, Dept Control Sci & Engn, Dalian 116026, Peoples R China
[3] Harbin Inst Technol, Dept Control Sci & Engn, Weihai 264209, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2019年 / 9卷 / 06期
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
photoacoustic tomography; quantitative reconstruction; absorption distribution; fluence compensation; iteration algorithm; IMAGE-RECONSTRUCTION; OPTOACOUSTIC TOMOGRAPHY; FLUENCE COMPENSATION; LIGHT TRANSPORT; MODEL; QUANTIFICATION; DISTRIBUTIONS; SCATTERING; ACCURACY; MEDIA;
D O I
10.3390/app9061187
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Photoacoustic (PA) tomography (PAT) is a cutting-edge imaging modality for visualizing the internal structure and light-absorption distribution in tissue. However, reconstruction of the absorption distribution has been limited by nonuniform light fluence. This paper introduces a novel method for quantitative reconstruction of the distribution of optical absorption coefficients in tissue. In this method, we implement an iterative algorithm for recovering absorption coefficients from optical absorbed energy maps based on a 3D Monte Carlo simulation of light transport and integrated with fluence compensation to obtain the initialization parameters. In the iteration algorithm, we calculate the deviation between the detected and the computed absorbed energy distribution at each iteration. By minimizing the deviation in the absorbed energy, the recovered values converge to the true absorption distribution. The results of numerical simulation and phantom experiment theoretically and experimentally demonstrate that the proposed method performs an accurately quantitative estimate of the distribution of optical absorption coefficients. This work expects to provide accurate quantitative information for absorbers within tissues or organs, and thereby broaden the clinical applications of PAT.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Adaptive and Quantitative Reconstruction Algorithm for Photoacoustic Tomography
    Bu, Shuhui
    Kondo, Kengo
    Yamakawa, Makoto
    Shiina, Tsuyoshi
    Fukutani, Kazuhiko
    Someda, Yasuhiro
    Asao, Yasufumi
    PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING 2011, 2011, 7899
  • [2] Quantitative analysis in medicine using photoacoustic tomography
    Haisch, Christoph
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2009, 393 (02) : 473 - 479
  • [3] Towards Quantitative Evaluation of Tissue Absorption Coefficients Using Light Fluence Correction in Optoacoustic Tomography
    Brochu, Frederic M.
    Brunker, Joanna
    Joseph, James
    Tomaszewski, Michal R.
    Morscher, Stefan
    Bohndiek, Sarah E.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 36 (01) : 322 - 331
  • [4] Pixel-wise reconstruction of tissue absorption coefficients in photoacoustic tomography using a non-segmentation iterative method
    Zhang, Shuangyang
    Liu, Jiaming
    Liang, Zhichao
    Ge, Jia
    Feng, Yanqiu
    Chen, Wufan
    Qi, Li
    PHOTOACOUSTICS, 2022, 28
  • [5] Reconstructing absorption and scattering distributions in quantitative photoacoustic tomography
    Tarvainen, T.
    Cox, B. T.
    Kaipio, J. P.
    Arridge, S. R.
    INVERSE PROBLEMS, 2012, 28 (08)
  • [6] Image Reconstruction in Quantitative Photoacoustic Tomography with the Simplified P2 Approximation
    Frederick, Christina
    Ren, Kui
    Vallelian, Sarah
    SIAM JOURNAL ON IMAGING SCIENCES, 2018, 11 (04): : 2847 - 2876
  • [7] Multigrid-based reconstruction algorithm for quantitative photoacoustic tomography
    Li, Shengfu
    Montcel, Bruno
    Yuan, Zhen
    Liu, Wanyu
    Vray, Didier
    BIOMEDICAL OPTICS EXPRESS, 2015, 6 (07): : 2424 - 2434
  • [8] Quantitative reconstruction of absorption and scattering coefficients in ultrasound-modulated optical tomography
    Powell, Samuel
    Leung, Terence S.
    PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING 2014, 2014, 8943
  • [9] Quantitative photoacoustic imaging of two-photon absorption
    Bardsley, Patrick
    Ren, Kui
    Zhang, Rongting
    JOURNAL OF BIOMEDICAL OPTICS, 2018, 23 (01)
  • [10] Simultaneous reconstruction of absorption, scattering and anisotropy factor distributions in quantitative photoacoustic tomography
    Asllanaj, Fatmir
    Addoum, Ahmad
    BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2020, 6 (04)