Reconstruction of optical absorption coefficient distribution in intravascular photoacoustic imaging. (1st June 2018)

• Record Type: Journal Article
• Authors: Zheng, Sun; Lan, Zheng
• Is Part Of: Computers in biology and medicine. Volume 97(2018)
• Page Start: 37
• Page End: 49
• Publication Date: 2018-06-01
• Subjects: Intravascular photoacoustics (IVPA) -- Inverse problem -- Quantitative intravascular photoacoustics (qIVPA) -- Optical absorption coefficient -- Optical inversion; Medicine -- Data processing -- Periodicals; Biology -- Data processing -- Periodicals; 610.285
• DOI: 10.1016/j.compbiomed.2018.04.012
• Languages: English
• ISSNs: 0010-4825

Abstract

Abstract: Intravascular photoacoustic (IVPA) imaging can discriminate between normal arterial tissues and atheromatous plaques in images, particularly images of lipid-rich plaques with high spatial resolution and optical contrast. However, conventional IVPA only recovers the deposited optical energy that is the product of the tissue optical absorption coefficient and local optical fluence. Herein, a one-step model-based method for single-wavelength IVPA imaging system is proposed. The proposed method directly reconstructs the optical absorption coefficient from the boundary measurement of acoustic pressure. To obtain the theoretical optical deposition, light illumination and transport in multilayered vessel-wall tissues are numerically modelled with the diffusion approximation to radiative transfer equation. Then, the generation and propagation of photoacoustic (PA) waves in acoustically homogeneous vessel-wall tissues are modelled by using the PA wave equation. The theoretical acoustic pressure series is thus obtained. Finally, the optical absorption coefficient is iteratively updated from an initial guess by minimising a nonlinear least-square error function to quantify the difference between the measured and theoretical acoustic pressure with split Bregman optimisation based on total-variation regularisation. The numerical simulation experiments demonstrated that optical absorption coefficient maps can be directly recovered on the basis of the acoustic boundary measurement of vascular cross-sections. Compared with the optical deposition map, the optical absorption coefficient map can provide more reliable qualitative and quantitative information on the morphology and optical properties of the imaged arteries. The proposed method enables the accurate and reliable evaluation of atheromatous lesions and the early identification of vulnerable plaques. Highlights: We propose a one-step model-based quantitative IVPA method. The absorption coefficient is recovered from the acoustic pressure measurement. A nonlinear least-square error function is minimised with Bregman optimisation.