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首页> 外文期刊>Biomedical Engineering, IEEE Transactions on >Diffuser-Aided Diffuse Optical Imaging for Breast Tumor: A Feasibility Study Based on Time-Resolved Three-Dimensional Monte Carlo Modeling
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Diffuser-Aided Diffuse Optical Imaging for Breast Tumor: A Feasibility Study Based on Time-Resolved Three-Dimensional Monte Carlo Modeling

机译:乳腺扩散器辅助扩散光学成像:基于时间分辨三维蒙特卡洛模型的可行性研究

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摘要

This study proposed diffuser-aided diffuse optical imaging (DADOI) as a new approach to improve the performance of the conventional diffuse optical tomography (DOT) approach for breast imaging. The 3-D breast model for Monte Carlo simulation is remodeled from clinical MRI image. The modified Beer-Lambert's law is adopted with the DADOI approach to substitute the complex algorithms of inverse problem for mapping of spatial distribution, and the depth information is obtained based on the time-of-flight estimation. The simulation results demonstrate that the time-resolved Monte Carlo method can be capable of performing source-detector separations analysis. The dynamics of photon migration with various source-detector separations are analyzed for the characterization of breast tissue and estimation of optode arrangement. The source-detector separations should be less than 4 cm for breast imaging in DOT system. Meanwhile, the feasibility of DADOI was manifested in this study. In the results, DADOI approach can provide better imaging contrast and faster imaging than conventional DOT measurement. The DADOI approach possesses great potential to detect the breast tumor in early stage and chemotherapy monitoring that implies a good feasibility for clinical application.
机译:这项研究提出了漫射辅助漫射光学成像(DADOI)作为提高常规漫射光学层析成像(DOT)方法用于乳腺成像的性能的新方法。从临床MRI图像重塑了用于Monte Carlo模拟的3-D乳房模型。采用修正的比尔-朗伯定律和DADOI方法来代替复杂的反问题算法来映射空间分布,并基于飞行时间估计获得深度信息。仿真结果表明,时间分辨蒙特卡罗方法能够进行源-检测器分离分析。分析了具有各种源-探测器间隔的光子迁移动力学,以表征乳腺组织和估计光电极排列。在DOT系统中进行乳房成像时,源与检测器之间的距离应小于4 cm。同时,本研究证明了DADOI的可行性。结果,与传统的DOT测量相比,DADOI方法可提供更好的成像对比度和更快的成像。 DADOI方法具有早期发现乳腺肿瘤和化学疗法监测的巨大潜力,这暗示了临床应用的良好可行性。

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