Basis function model to extract the combined confocal and fall-off function from multiple optical coherence tomography A-scans.

IF 3 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Journal of Biomedical Optics Pub Date : 2025-02-01 Epub Date: 2025-02-26 DOI:10.1117/1.JBO.30.2.025003
Daniel J Phan, Martin Were, Jörn-Hendrik Weitkamp, Audrey K Bowden
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引用次数: 0

Abstract

Significance: Many derivatives of optical coherence tomography (OCT) rely on the depth-dependent information of the sample in the image. System depth-dependent effects, such as the confocal effect and the sensitivity fall-off, should be corrected to improve the accuracy of the images and information derived from them.

Aim: We developed a new single-shot method to extract the combined confocal and fall-off functions and remove system-generated depth-dependent effects from OCT images.

Approach: The combined function is modeled as a linear combination of basis functions whose coefficients are found from two or more A-scans (or B-scans) of a sample that are vertically shifted within the imaging range. No prior knowledge of the OCT system parameters or assumed form for the confocal and fall-off functions is needed.

Results: The method was derived and validated with simulations and OCT images of a phantom, a biological sample, and human retina. Improvement over the Ratio Fit method was demonstrated.

Conclusions: The improvement in the extraction of the combined confocal and fall-off effects by this method should lead to improved medical diagnosis through more accurate attenuation coefficient calculations. The method enables future applications of OCT where precise removal of all depth-dependent effects on OCT images is critical.

从多个光学相干层析成像a扫描中提取联合共焦和衰减函数的基函数模型。
意义:光学相干断层扫描(OCT)的许多衍生品依赖于图像中样本的深度相关信息。系统深度相关的影响,如共聚焦效应和灵敏度下降,应加以纠正,以提高图像和信息的准确性。目的:我们开发了一种新的单镜头方法来提取OCT图像的共聚焦和衰减函数,并去除系统产生的深度依赖效应。方法:将组合函数建模为基函数的线性组合,基函数的系数从成像范围内垂直移位的样品的两次或多次a扫描(或b扫描)中找到。不需要事先了解OCT系统参数或共聚焦和衰减函数的假设形式。结果:该方法的推导和验证了模拟和OCT图像的幻影,生物样本和人类视网膜。论证了比拟合法的改进。结论:该方法提高了对共聚焦和脱落联合效应的提取,通过更准确的衰减系数计算,提高了医学诊断。该方法使OCT的未来应用成为可能,其中精确去除OCT图像上的所有深度依赖效应至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.40
自引率
5.70%
发文量
263
审稿时长
2 months
期刊介绍: The Journal of Biomedical Optics publishes peer-reviewed papers on the use of modern optical technology for improved health care and biomedical research.
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