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The foot fillet flap for ischial pressure sore reconstruction: A new indication.
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Smartphone-Based Applications for Skin Monitoring and Melanoma Detection.基于智能手机的皮肤监测和黑色素瘤检测应用程序。
Dermatol Clin. 2017 Oct;35(4):551-557. doi: 10.1016/j.det.2017.06.014. Epub 2017 Aug 9.
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SpectraCam : A new polarized hyperspectral imaging system for repeatable and reproducible in vivo skin quantification of melanin, total hemoglobin, and oxygen saturation.SpectraCam:一种新型偏振高光谱成像系统,用于对黑色素、总血红蛋白和氧饱和度进行可重复的体内皮肤定量分析。
Skin Res Technol. 2018 Feb;24(1):99-107. doi: 10.1111/srt.12396. Epub 2017 Aug 2.
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Multispectral imaging system based on light-emitting diodes for the detection of melanomas and basal cell carcinomas: a pilot study.基于发光二极管的多光谱成像系统用于检测黑色素瘤和基底细胞癌:一项初步研究。
J Biomed Opt. 2017 Jun 1;22(6):65006. doi: 10.1117/1.JBO.22.6.065006.
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Comparison of two skin imaging analysis instruments: The VISIA from Canfield vs the ANTERA 3D CS from Miravex.两种皮肤成像分析仪器的比较:康菲尔德公司的VISIA与米瑞维克公司的ANTERA 3D CS。
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Facial skin photo-aging and development of hyperpigmented spots from children to middle-aged Japanese woman.从儿童到中年日本女性面部皮肤的光老化及色素沉着斑的形成
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Smartphone snapshot mapping of skin chromophores under triple-wavelength laser illumination.智能手机在三波长激光照射下对皮肤色素的快照成像。
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Stepwise method based on Wiener estimation for spectral reconstruction in spectroscopic Raman imaging.基于维纳估计的逐步方法用于光谱拉曼成像中的光谱重建。
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利用未改装的智能手机实现的高光谱成像技术,用于分析皮肤形态特征和监测血液动力学。

Hyperspectral imaging enabled by an unmodified smartphone for analyzing skin morphological features and monitoring hemodynamics.

作者信息

He Qinghua, Wang Ruikang

机构信息

Department of Bioengineering, University of Washington, Seattle, WA 98105, USA.

Department of Ophthalmology, University of Washington, Seattle, WA 98109, USA.

出版信息

Biomed Opt Express. 2020 Jan 14;11(2):895-910. doi: 10.1364/BOE.378470. eCollection 2020 Feb 1.

DOI:10.1364/BOE.378470
PMID:32133229
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7041456/
Abstract

We propose a novel method and system that utilizes a popular smartphone to realize hyperspectral imaging for analyzing skin morphological features and monitoring hemodynamics. The imaging system works based on a built-in RGB camera and flashlight on the smartphone. We apply Wiener estimation to transform the acquired RGB-mode images into "pseudo"-hyperspectral images with 16 wavebands, covering a visible range from 470nm to 620nm. The processing method uses weighted subtractions between wavebands to extract absorption information caused by specific chromophores within skin tissue, mainly including hemoglobin and melanin. Based on the extracted absorption information of hemoglobin, we conduct real-time monitoring experiments in the skin to measure heart rate and to observe skin activities during a vascular occlusion event. Compared with expensive hyperspectral imaging systems, the smartphone-based system delivers similar results but with very-high imaging resolution. Besides, it is easy to operate, very cost-effective and has a wider customer base. The use of an unmodified smartphone to realize hyperspectral imaging promises a possibility to bring a hyperspectral analysis of skin out from laboratory and clinical wards to daily life, which may also impact on healthcare in low resource settings and rural areas.

摘要

我们提出了一种新颖的方法和系统,该方法和系统利用流行的智能手机来实现高光谱成像,以分析皮肤形态特征并监测血流动力学。该成像系统基于智能手机上的内置RGB相机和手电筒工作。我们应用维纳估计将获取的RGB模式图像转换为具有16个波段的“伪”高光谱图像,覆盖从470nm到620nm的可见光范围。该处理方法使用波段之间的加权减法来提取皮肤组织内特定发色团引起的吸收信息,主要包括血红蛋白和黑色素。基于提取的血红蛋白吸收信息,我们在皮肤上进行实时监测实验,以测量心率并观察血管阻塞事件期间的皮肤活动。与昂贵的高光谱成像系统相比,基于智能手机的系统能提供相似的结果,但具有非常高的成像分辨率。此外,它易于操作,性价比高且客户群更广泛。使用未改装的智能手机来实现高光谱成像有望将皮肤的高光谱分析从实验室和临床病房带入日常生活,这也可能对资源匮乏地区和农村地区的医疗保健产生影响。