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RMieS-EMSC 校正法在生物细胞红外光谱中的应用:全 Mie 理论和 GPU 计算的扩展。

RMieS-EMSC correction for infrared spectra of biological cells: extension using full Mie theory and GPU computing.

机构信息

School of Chemical Engineering and Analytical Science, Manchester Interdisciplinary Biocentre, University of Manchester, Manchester, UK.

出版信息

J Biophotonics. 2010 Aug;3(8-9):609-20. doi: 10.1002/jbio.201000036.

Abstract

In the field of biomedical infrared spectroscopy it is often desirable to obtain spectra at the cellular level. Samples consisting of isolated single biological cells are particularly unsuited to such analysis since cells are strong scatterers of infrared radiation. Thus measured spectra consist of an absorption component often highly distorted by scattering effects. It is now known that the predominant contribution to the scattering is Resonant Mie Scattering (RMieS) and recently we have shown that this can be corrected for, using an iterative algorithm based on Extended Multiplicative Signal Correction (EMSC) and a Mie approximation formula. Here we present an iterative algorithm that applies full Mie scattering theory. In order to avoid noise accumulation in the iterative algorithm a curve-fitting step is implemented on the new reference spectrum. The new algorithm increases the computational time when run on an equivalent processor. Therefore parallel processing by a Graphics Processing Unit (GPU) was employed to reduce computation time. The optimised RMieS-EMSC algorithm is applied to an IR spectroscopy data set of cultured single isolated prostate cancer (PC-3) cells, where it is shown that spectral distortions from RMieS are removed.

摘要

在生物医学红外光谱领域,人们通常希望获得细胞水平的光谱。由分离的单个生物细胞组成的样本特别不适合这种分析,因为细胞是红外辐射的强散射体。因此,测量得到的光谱包含一个吸收分量,该分量通常受到散射效应的严重扭曲。现在已知,散射的主要贡献是共振 Mie 散射(RMieS),最近我们已经表明,可以使用基于扩展乘法信号校正(EMSC)和 Mie 近似公式的迭代算法对其进行校正。在这里,我们提出了一种应用全 Mie 散射理论的迭代算法。为了避免迭代算法中的噪声积累,在新的参考光谱上实现了曲线拟合步骤。当在等效处理器上运行时,新算法会增加计算时间。因此,通过图形处理单元(GPU)进行并行处理以减少计算时间。优化后的 RMieS-EMSC 算法应用于培养的单个分离前列腺癌细胞(PC-3)的红外光谱数据集,结果表明,RMieS 引起的光谱扭曲得到了消除。

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