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基于光学相干断层扫描(OCT)的优化深度分辨模型,用于使用点扩散函数校准进行衰减补偿。

Optimized OCT-based depth-resolved model for attenuation compensation using point-spread-function calibration.

作者信息

Wang Yaning, Wei Shuwen, Guo Shoujing, Kang Jin U

机构信息

Electrical and Computer Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, Maryland 21218, USA.

出版信息

Proc SPIE Int Soc Opt Eng. 2021 Mar;11635. doi: 10.1117/12.2577847. Epub 2021 Mar 5.

DOI:10.1117/12.2577847
PMID:35136278
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8819924/
Abstract

Optical coherence tomography (OCT) with a robust depth-resolved attenuation compensation method for a wide range of imaging applications is proposed and demonstrated. The proposed novel OCT attenuation compensation algorithm introduces an optimized axial point spread function (PSF) to modify existing depth-resolved methods and mitigates under and overestimation in biological tissues, providing a uniform resolution over the entire imaging range. The preliminary study is implemented using A-mode numerical simulation, where this method achieved stable and robust compensation results over the entire depth of samples. The experiment results using phantoms and corneal imaging exhibit agreement with the simulation result evaluated using signal-to-noise (SNR) and contrast-to-noise (CNR) metrics.

摘要

本文提出并演示了一种用于广泛成像应用的、具有强大深度分辨衰减补偿方法的光学相干断层扫描(OCT)。所提出的新型OCT衰减补偿算法引入了优化的轴向点扩散函数(PSF)来改进现有的深度分辨方法,并减轻生物组织中的低估和高估问题,从而在整个成像范围内提供均匀的分辨率。初步研究通过A模式数值模拟实现,该方法在样品的整个深度上都获得了稳定且可靠的补偿结果。使用体模和角膜成像的实验结果与使用信噪比(SNR)和对比噪声比(CNR)指标评估的模拟结果一致。

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本文引用的文献

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Robust, accurate depth-resolved attenuation characterization in optical coherence tomography.光学相干断层扫描中稳健、准确的深度分辨衰减特征分析
Biomed Opt Express. 2020 Jan 9;11(2):672-687. doi: 10.1364/BOE.382493. eCollection 2020 Feb 1.
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Automatic Segmentation of Corneal Microlayers on Optical Coherence Tomography Images.光学相干断层扫描图像上角膜微层的自动分割
Transl Vis Sci Technol. 2019 Jun 11;8(3):39. doi: 10.1167/tvst.8.3.39. eCollection 2019 May.
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Attenuation correction assisted automatic segmentation for assessing choroidal thickness and vasculature with swept-source OCT.
用于扫频源光学相干断层扫描评估脉络膜厚度和脉管系统的衰减校正辅助自动分割
Biomed Opt Express. 2018 Nov 8;9(12):6067-6080. doi: 10.1364/BOE.9.006067. eCollection 2018 Dec 1.
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General model for depth-resolved estimation of the optical attenuation coefficients in optical coherence tomography.用于光学相干断层扫描中光衰减系数深度分辨估计的通用模型。
J Biophotonics. 2019 Oct;12(10):e201800402. doi: 10.1002/jbio.201800402. Epub 2019 Jul 2.
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Optimized depth-resolved estimation to measure optical attenuation coefficients from optical coherence tomography and its application in cerebral damage determination.优化深度分辨估计测量光学相干断层扫描的光衰减系数及其在脑损伤测定中的应用。
J Biomed Opt. 2019 Mar;24(3):1-11. doi: 10.1117/1.JBO.24.3.035002.
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Enhancement of Corneal Visibility in Optical Coherence Tomography Images Using Corneal Adaptive Compensation.使用角膜自适应补偿提高光学相干断层扫描图像中的角膜可见度。
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Depth-resolved model-based reconstruction of attenuation coefficients in optical coherence tomography.基于模型的光学相干断层扫描中衰减系数的深度分辨重建
Biomed Opt Express. 2013 Dec 23;5(1):322-37. doi: 10.1364/BOE.5.000322.
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Endoscopic Functional Fourier Domain Common Path Optical Coherence Tomography for Microsurgery.用于显微手术的内镜功能性傅里叶域共光路光学相干断层扫描
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OCT skin image enhancement through attenuation compensation.通过衰减补偿实现光学相干断层扫描(OCT)皮肤图像增强
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Measurement of optical properties of biological tissues by low-coherence reflectometry.利用低相干反射法测量生物组织的光学特性。
Appl Opt. 1993 Oct 20;32(30):6032-42. doi: 10.1364/AO.32.006032.