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采用体内定量光谱学指导设计和优化低成本、紧凑型临床成像设备的方法:多光谱成像系统的仿真和评估。

Method using in vivo quantitative spectroscopy to guide design and optimization of low-cost, compact clinical imaging devices: emulation and evaluation of multispectral imaging systems.

机构信息

University of California, Beckman Laser Institute and Medical Clinic, Irvine, California, United States.

University of California, Department of Dermatology, Irvine, California, United States.

出版信息

J Biomed Opt. 2018 Apr;23(4):1-12. doi: 10.1117/1.JBO.23.4.046002.

Abstract

With recent proliferation in compact and/or low-cost clinical multispectral imaging approaches and commercially available components, questions remain whether they adequately capture the requisite spectral content of their applications. We present a method to emulate the spectral range and resolution of a variety of multispectral imagers, based on in-vivo data acquired from spatial frequency domain spectroscopy (SFDS). This approach simulates spectral responses over 400 to 1100 nm. Comparing emulated data with full SFDS spectra of in-vivo tissue affords the opportunity to evaluate whether the sparse spectral content of these imagers can (1) account for all sources of optical contrast present (completeness) and (2) robustly separate and quantify sources of optical contrast (crosstalk). We validate the approach over a range of tissue-simulating phantoms, comparing the SFDS-based emulated spectra against measurements from an independently characterized multispectral imager. Emulated results match the imager across all phantoms (<3  %   absorption, <1  %   reduced scattering). In-vivo test cases (burn wounds and photoaging) illustrate how SFDS can be used to evaluate different multispectral imagers. This approach provides an in-vivo measurement method to evaluate the performance of multispectral imagers specific to their targeted clinical applications and can assist in the design and optimization of new spectral imaging devices.

摘要

随着紧凑型和/或低成本临床多光谱成像方法以及商业上可用组件的普及,人们仍然存在疑问,即它们是否能够充分捕捉到应用所需的光谱内容。我们提出了一种基于空间域光谱学(SFDS)获得的体内数据来模拟各种多光谱成像仪的光谱范围和分辨率的方法。该方法可模拟 400 至 1100nm 的光谱响应。将模拟数据与体内组织的全 SFDS 光谱进行比较,使我们有机会评估这些成像仪的稀疏光谱内容是否可以:1)解释所有存在的光学对比度来源(完整性);2)稳健地分离和量化光学对比度的来源(串扰)。我们在一系列组织模拟体模中验证了该方法,将基于 SFDS 的模拟光谱与独立表征的多光谱成像仪的测量结果进行了比较。模拟结果与所有体模中的成像仪都非常吻合(吸收率<3%,散射率<1%)。体内测试案例(烧伤伤口和光老化)说明了 SFDS 如何用于评估不同的多光谱成像仪。该方法提供了一种体内测量方法,可评估特定于其目标临床应用的多光谱成像仪的性能,并可协助设计和优化新的光谱成像设备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8bee/5890028/4f4b665e797b/JBO-023-046002-g001.jpg

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