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手持式多光谱成像仪,用于在资源匮乏环境下进行定量皮肤评估。

Handheld multispectral imager for quantitative skin assessment in low-resource settings.

机构信息

Linköping University, Department of Biomedical Engineering, Linköping, Sweden.

出版信息

J Biomed Opt. 2020 Aug;25(8):1-12. doi: 10.1117/1.JBO.25.8.082702.

Abstract

SIGNIFICANCE

Spatial frequency domain imaging (SFDI) is a quantitative imaging method to measure absorption and scattering of tissue, from which several chromophore concentrations (e.g., oxy-/deoxy-/meth-hemoglobin, melanin, and carotenoids) can be calculated. Employing a method to extract additional spectral bands from RGB components (that we named cross-channels), we designed a handheld SFDI device to account for these pigments, using low-cost, consumer-grade components for its implementation and characterization.

AIM

With only three broad spectral bands (red, green, blue, or RGB), consumer-grade devices are often too limited. We present a methodology to increase the number of spectral bands in SFDI devices that use RGB components without hardware modification.

APPROACH

We developed a compact low-cost RGB spectral imager using a color CMOS camera and LED-based mini projector. The components' spectral properties were characterized and additional cross-channel bands were calculated. An alternative characterization procedure was also developed that makes use of low-cost equipment, and its results were compared. The device performance was evaluated by measurements on tissue-simulating optical phantoms and in-vivo tissue. The measurements were compared with another quantitative spectroscopy method: spatial frequency domain spectroscopy (SFDS).

RESULTS

Out of six possible cross-channel bands, two were evaluated to be suitable for our application and were fully characterized (520  ±  20  nm; 556  ±  18  nm). The other four cross-channels presented a too low signal-to-noise ratio for this implementation. In estimating the optical properties of optical phantoms, the SFDI data have a strong linear correlation with the SFDS data (R2  =  0.987, RMSE  =  0.006 for μa, R2  =  0.994, RMSE  =  0.078 for μs').

CONCLUSIONS

We extracted two additional spectral bands from a commercial RGB system at no cost. There was good agreement between our device and the research-grade SFDS system. The alternative characterization procedure we have presented allowed us to measure the spectral features of the system with an accuracy comparable to standard laboratory equipment.

摘要

意义

空间域成像(SFDI)是一种定量成像方法,用于测量组织的吸收和散射,从中可以计算出几种色团浓度(例如,氧合/去氧/甲氧基血红蛋白、黑色素和类胡萝卜素)。我们采用了一种从 RGB 分量中提取额外光谱带的方法(我们称之为交叉通道),设计了一种手持式 SFDI 设备来计算这些颜料,该设备使用低成本、消费级组件来实现和表征。

目的

仅使用三个宽光谱带(红、绿、蓝或 RGB),消费级设备往往过于有限。我们提出了一种在不修改硬件的情况下增加使用 RGB 分量的 SFDI 设备中光谱带数量的方法。

方法

我们使用彩色 CMOS 相机和基于 LED 的微型投影仪开发了一种紧凑的低成本 RGB 光谱成像仪。对组件的光谱特性进行了表征,并计算了额外的交叉通道带。还开发了一种替代的特征化程序,该程序利用低成本设备,并比较了其结果。通过对组织模拟光学体模和体内组织的测量来评估设备性能。将测量结果与另一种定量光谱法:空间域光谱法(SFDS)进行了比较。

结果

在六个可能的交叉通道带中,有两个被评估为适合我们的应用,并进行了全面的表征(520±20nm;556±18nm)。另外四个交叉通道的信号噪声比太低,不适合这种实现。在估计光学体模的光学特性时,SFDI 数据与 SFDS 数据具有很强的线性相关性(μa 为 R2=0.987,RMSE=0.006,μs'为 R2=0.994,RMSE=0.078)。

结论

我们从商业 RGB 系统中免费提取了两个额外的光谱带。我们的设备与研究级 SFDS 系统之间有很好的一致性。我们提出的替代特征化程序使我们能够以与标准实验室设备相当的精度测量系统的光谱特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e26d/7399474/cd40e5cd5e62/JBO-025-082702-g001.jpg

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