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使用边界元法在三维图像引导近红外光谱中通过对比细节分析表征总血红蛋白恢复的准确性。

Characterizing accuracy of total hemoglobin recovery using contrast-detail analysis in 3D image-guided near infrared spectroscopy with the boundary element method.

作者信息

Ghadyani Hamid R, Srinivasan Subhadra, Pogue Brian W, Paulsen Keith D

机构信息

Dartmouth College, Thayer School of Engineering, 8000 Cummings Hall, Hanover, NH 03755, USA.

出版信息

Opt Express. 2010 Jul 19;18(15):15917-35. doi: 10.1364/OE.18.015917.

Abstract

The quantification of total hemoglobin concentration (HbT) obtained from multi-modality image-guided near infrared spectroscopy (IG-NIRS) was characterized using the boundary element method (BEM) for 3D image reconstruction. Multi-modality IG-NIRS systems use a priori information to guide the reconstruction process. While this has been shown to improve resolution, the e(R)ect on quantitative accuracy is unclear. Here, through systematic contrast-detail analysis, the fidelity of IG-NIRS in quantifying HbT was examined using 3D simulations. These simulations show that HbT could be recovered for medium sized (20mm in 100mm total diameter) spherical inclusions with an average error of 15%, for the physiologically relevant situation of 2:1 or higher contrast between background and inclusion. Using partial 3D volume meshes to reduce the ill-posed nature of the image reconstruction, inclusions as small as 14 mm could be accurately quantified with less than 15% error, for contrasts of 1.5 or higher. This suggests that 3D IG-NIRS provides quantitatively accurate results for sizes seen early in treatment cycle of patients undergoing neoadjuvant chemotherapy when the tumors are larger than 30 mm.

摘要

利用边界元法(BEM)进行三维图像重建,对多模态图像引导近红外光谱(IG-NIRS)获得的总血红蛋白浓度(HbT)进行了量化。多模态IG-NIRS系统利用先验信息来指导重建过程。虽然这已被证明可提高分辨率,但对定量准确性的影响尚不清楚。在此,通过系统的对比细节分析,使用三维模拟研究了IG-NIRS在量化HbT方面的保真度。这些模拟表明,对于背景与内含物对比度为2:1或更高的生理相关情况,对于中等大小(总直径100mm中20mm)的球形内含物,HbT可以以15%的平均误差恢复。使用部分三维体积网格来减少图像重建的不适定性,对于对比度为1.5或更高的情况,小至14mm的内含物可以以小于15%的误差进行准确量化。这表明,当肿瘤大于30mm时,三维IG-NIRS为接受新辅助化疗的患者治疗周期早期所见大小提供了定量准确的结果。

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