University of Coimbra, Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics, Portugal.
University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Biome, The Netherlands.
J Biomed Opt. 2022 Mar;27(3). doi: 10.1117/1.JBO.27.3.030901.
Speckle has historically been considered a source of noise in coherent light imaging. However, a number of works in optical coherence tomography (OCT) imaging have shown that speckle patterns may contain relevant information regarding subresolution and structural properties of the tissues from which it is originated.
The objective of this work is to provide a comprehensive overview of the methods developed for retrieving speckle information in biomedical OCT applications.
PubMed and Scopus databases were used to perform a systematic review on studies published until December 9, 2021. From 146 screened studies, 40 were eligible for this review.
The studies were clustered according to the nature of their analysis, namely static or dynamic, and all features were described and analyzed. The results show that features retrieved from speckle can be used successfully in different applications, such as classification and segmentation. However, the results also show that speckle analysis is highly application-dependant, and the best approach varies between applications.
Several of the reviewed analyses were only performed in a theoretical context or using phantoms, showing that signal-carrying speckle analysis in OCT imaging is still in its early stage, and further work is needed to validate its applicability and reproducibility in a clinical context.
散斑在相干光成象中历来被认为是噪声的一个来源。然而,光学相干断层扫描(OCT)成象中的一些工作已经表明,散斑模式可能包含有关起源于其中的亚分辨率和结构组织特性的相关信息。
本工作的目的是提供对生物医学 OCT 应用中提取散斑信息的方法的全面概述。
使用 PubMed 和 Scopus 数据库对截至 2021 年 12 月 9 日发表的研究进行系统综述。从筛选出的 146 项研究中,有 40 项符合本综述的条件。
根据分析的性质,即静态或动态,对研究进行了聚类,所有特征都进行了描述和分析。结果表明,从散斑中提取的特征可成功地用于不同的应用,如分类和分割。然而,结果也表明,散斑分析高度依赖于应用,最佳方法在不同的应用之间有所不同。
所审查的一些分析仅在理论背景或使用体模中进行,这表明 OCT 成象中的信号承载散斑分析仍处于早期阶段,需要进一步的工作来验证其在临床背景下的适用性和可重复性。