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血管病变的热深度剖析:重建算法的自动正则化

Thermal depth profiling of vascular lesions: automated regularization of reconstruction algorithms.

作者信息

Verkruysse Wim, Choi Bernard, Zhang Jenny R, Kim Jeehyun, Nelson J Stuart

机构信息

Beckman Laser Institute and Medical Clinic, University of California, Irvine, CA 92612, USA.

出版信息

Phys Med Biol. 2008 Mar 7;53(5):1463-74. doi: 10.1088/0031-9155/53/5/019. Epub 2008 Feb 19.

DOI:10.1088/0031-9155/53/5/019
PMID:18296773
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2597291/
Abstract

Pulsed photo-thermal radiometry (PPTR) is a non-invasive, non-contact diagnostic technique used to locate cutaneous chromophores such as melanin (epidermis) and hemoglobin (vascular structures). Clinical utility of PPTR is limited because it typically requires trained user intervention to regularize the inversion solution. Herein, the feasibility of automated regularization was studied. A second objective of this study was to depart from modeling port wine stain PWS, a vascular skin lesion frequently studied with PPTR, as strictly layered structures since this may influence conclusions regarding PPTR reconstruction quality. Average blood vessel depths, diameters and densities derived from histology of 30 PWS patients were used to generate 15 randomized lesion geometries for which we simulated PPTR signals. Reconstruction accuracy for subjective regularization was compared with that for automated regularization methods. The objective regularization approach performed better. However, the average difference was much smaller than the variation between the 15 simulated profiles. Reconstruction quality depended more on the actual profile to be reconstructed than on the reconstruction algorithm or regularization method. Similar, or better, accuracy reconstructions can be achieved with an automated regularization procedure which enhances prospects for user friendly implementation of PPTR to optimize laser therapy on an individual patient basis.

摘要

脉冲光热辐射测量法(PPTR)是一种非侵入性、非接触式诊断技术,用于定位皮肤中的发色团,如黑色素(表皮)和血红蛋白(血管结构)。PPTR的临床应用受到限制,因为它通常需要经过训练的用户干预来规范反演解决方案。在此,研究了自动正则化的可行性。本研究的第二个目标是不再将葡萄酒色斑(PWS)——一种经常用PPTR研究的皮肤血管病变——建模为严格的分层结构,因为这可能会影响有关PPTR重建质量的结论。利用30例PWS患者组织学得出的平均血管深度、直径和密度,生成了15种随机病变几何形状,并对其PPTR信号进行了模拟。将主观正则化的重建精度与自动正则化方法的重建精度进行了比较。客观正则化方法表现更好。然而,平均差异远小于15个模拟剖面之间的变化。重建质量更多地取决于要重建的实际剖面,而不是重建算法或正则化方法。使用自动正则化程序可以实现相似或更好的精度重建,这增强了PPTR在用户友好型实施方面的前景,以便在个体患者基础上优化激光治疗。

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Thermal depth profiling of vascular lesions: automated regularization of reconstruction algorithms.血管病变的热深度剖析:重建算法的自动正则化
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引用本文的文献

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Ann Biomed Eng. 2012 Feb;40(2):486-506. doi: 10.1007/s10439-011-0436-9. Epub 2011 Oct 21.

本文引用的文献

1
Limitations in measurement of subsurface temperatures using pulsed photothermal radiometry.使用脉冲光热辐射测量法测量地下温度的局限性。
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Depth determination of chromophores in human skin by pulsed photothermal radiometry.通过脉冲光热辐射测量法测定人体皮肤中发色团的深度
Appl Opt. 1996 Jul 1;35(19):3379-85. doi: 10.1364/AO.35.003379.
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Pulsed photothermal radiometry of port-wine-stain lesions.葡萄酒色斑病变的脉冲光热辐射测量法
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Accurate measurement of blood vessel depth in port wine stained human skin in vivo using pulsed photothermal radiometry.使用脉冲光热辐射测量法在体精确测量葡萄酒色斑状人体皮肤中的血管深度。
J Biomed Opt. 2004 Sep-Oct;9(5):961-6. doi: 10.1117/1.1784470.
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A comparative study of photoacoustic and reflectance methods for determination of epidermal melanin content.用于测定表皮黑色素含量的光声法与反射法的比较研究。
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In vivo port-wine stain depth determination with a photoacoustic probe.使用光声探头进行鲜红斑痣体内深度测定
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9
Spectral variation of the infrared absorption coefficient in pulsed photothermal profiling of biological samples.生物样品脉冲光热分析中红外吸收系数的光谱变化
Phys Med Biol. 2002 Jun 7;47(11):1929-46. doi: 10.1088/0031-9155/47/11/307.
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Selecting the corner in the L-curve approach to Tikhonov regularization.
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