Li Zhi, Niedre Mark
Biomed Opt Express. 2011 Feb 23;2(3):665-79. doi: 10.1364/BOE.2.000665.
Measurement of early-photons (EPs) from a pulsed laser source has been shown to improve imaging resolution versus continuous wave (CW) systems in diffuse optical tomography (DOT) and fluorescence mediated tomography (FMT). However, EP systems also have reduced noise performance versus CW systems since EP measurements require temporal rejection of large numbers of transmitted photons. In this work, we describe a 'hybrid data set' (HDS) image reconstruction approach, the goal of which was to produce a final image that retained the resolution and noise advantages of EP and CW data sets, respectively. Here, CW data was first reconstructed to produce a quantitatively accurate 'initial guess' intermediate image, and then this was refined with EP data to yield a higher resolution final image. We performed a series of studies with simulated data to test the resolution, quantitative accuracy and detection sensitivity of the approach. We showed that in principle it was possible to produce final images that retained the bulk of the resolution and quantitative accuracy of EP and CW images, respectively, but the HDS approach did not improve the instrument sensitivity compared to EP data alone.
在扩散光学层析成像(DOT)和荧光介导层析成像(FMT)中,与连续波(CW)系统相比,测量来自脉冲激光源的早期光子(EP)已被证明可提高成像分辨率。然而,由于EP测量需要从时间上剔除大量透射光子,因此EP系统与CW系统相比,噪声性能也有所降低。在这项工作中,我们描述了一种“混合数据集”(HDS)图像重建方法,其目标是生成一幅最终图像,该图像分别保留了EP和CW数据集的分辨率和噪声优势。在这里,首先对CW数据进行重建,以生成一个定量准确的“初始猜测”中间图像,然后用EP数据对其进行细化,以得到更高分辨率的最终图像。我们用模拟数据进行了一系列研究,以测试该方法的分辨率、定量准确性和检测灵敏度。我们表明,原则上有可能生成分别保留EP和CW图像大部分分辨率和定量准确性的最终图像,但与单独使用EP数据相比,HDS方法并没有提高仪器的灵敏度。