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使用NIRFAST的近红外光学断层扫描:数值模型与图像重建算法

Near infrared optical tomography using NIRFAST: Algorithm for numerical model and image reconstruction.

作者信息

Dehghani Hamid, Eames Matthew E, Yalavarthy Phaneendra K, Davis Scott C, Srinivasan Subhadra, Carpenter Colin M, Pogue Brian W, Paulsen Keith D

机构信息

School of Physics, University of Exeter, Exeter EX4 4QL, U.K.

出版信息

Commun Numer Methods Eng. 2008 Aug 15;25(6):711-732. doi: 10.1002/cnm.1162.

Abstract

Diffuse optical tomography, also known as near infrared tomography, has been under investigation, for non-invasive functional imaging of tissue, specifically for the detection and characterization of breast cancer or other soft tissue lesions. Much work has been carried out for accurate modeling and image reconstruction from clinical data. NIRFAST, a modeling and image reconstruction package has been developed, which is capable of single wavelength and multi-wavelength optical or functional imaging from measured data. The theory behind the modeling techniques as well as the image reconstruction algorithms is presented here, and 2D and 3D examples are presented to demonstrate its capabilities. The results show that 3D modeling can be combined with measured data from multiple wavelengths to reconstruct chromophore concentrations within the tissue. Additionally it is possible to recover scattering spectra, resulting from the dominant Mie-type scatter present in tissue. Overall, this paper gives a comprehensive over view of the modeling techniques used in diffuse optical tomographic imaging, in the context of NIRFAST software package.

摘要

漫射光学层析成像,也称为近红外层析成像,一直在被研究用于组织的无创功能成像,特别是用于乳腺癌或其他软组织病变的检测和特征描述。已经开展了许多工作来进行准确建模以及从临床数据进行图像重建。NIRFAST,一个建模和图像重建软件包已经被开发出来,它能够根据测量数据进行单波长和多波长光学或功能成像。这里介绍了建模技术以及图像重建算法背后的理论,并给出了二维和三维示例来展示其功能。结果表明,三维建模可以与来自多个波长的测量数据相结合,以重建组织内的发色团浓度。此外,还可以恢复由组织中占主导地位的米氏型散射产生的散射光谱。总体而言,本文在NIRFAST软件包的背景下,对漫射光学层析成像中使用的建模技术进行了全面概述。

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