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Extended output phasor representation of multi-spectral fluorescence lifetime imaging microscopy

机译:多光谱荧光寿命成像显微镜的扩展输出相量表示

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摘要

In this paper, we investigate novel low-dimensional and model-free representations for multi-spectral fluorescence lifetime imaging microscopy (m-FLIM) data. We depart from the classical definition of the phasor in the complex plane to propose the extended output phasor (EOP) and extended phasor (EP) for multi-spectral information. The frequency domain properties of the EOP and EP are analytically studied based on a multiexponential model for the impulse response of the imaged tissue. For practical implementations, the EOP is more appealing since there is no need to perform deconvolution of the instrument response from the measured m-FLIM data, as in the case of EP. Our synthetic and experimental evaluations with m-FLIM datasets of human coronary atherosclerotic plaques show that low frequency indexes have to be employed for a distinctive representation of the EOP and EP, and to reduce noise distortion. The tissue classification of the m-FLIM datasets by EOP and EP also improves with low frequency indexes, and does not present significant differences by using either phasor.
机译:在本文中,我们研究了用于多光谱荧光寿命成像显微镜(m-FLIM)数据的新型低维和无模型表示。我们从复平面中相量的经典定义出发,提出了用于多光谱信息的扩展输出相量(EOP)和扩展相量(EP)。基于多指数模型对EOP和EP的频域特性进行了分析研究,以用于成像组织的脉冲响应。对于实际的实现,EOP更具吸引力,因为与EP一样,无需从测量的m-FLIM数据中对仪器响应进行反卷积。我们对人冠状动脉粥样斑块的m-FLIM数据集进行的综合和实验评估表明,低频指数必须用于EOP和EP的独特表示,并减少噪声失真。 EOP和EP对m-FLIM数据集的组织分类也随着低频指数的提高而改善,并且通过使用任一相量都不会表现出显着差异。

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