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使用压缩感知估计多指数荧光衰减参数。

Estimation of multiexponential fluorescence decay parameters using compressive sensing.

作者信息

Yang Sejung, Lee Joohyun, Lee Youmin, Lee Minyung, Lee Byung-Uk

机构信息

Ewha Womans University Medical Center, Institute of Convergence Medicine, 1071, Anyangcheon-ro, Yangcheon-gu, Seoul 158-710, Republic of Korea.

Ewha Womans University, Department of Electronics Engineering, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul 120-750, Republic of Korea.

出版信息

J Biomed Opt. 2015 Sep;20(9):096003. doi: 10.1117/1.JBO.20.9.096003.

DOI:10.1117/1.JBO.20.9.096003
PMID:26334976
Abstract

Fluorescence lifetime imaging microscopy (FLIM) is a microscopic imaging technique to present an image of fluorophore lifetimes. It circumvents the problems of typical imaging methods such as intensity attenuation from depth since a lifetime is independent of the excitation intensity or fluorophore concentration. The lifetime is estimated from the time sequence of photon counts observed with signal-dependent noise, which has a Poisson distribution. Conventional methods usually estimate single or biexponential decay parameters. However, a lifetime component has a distribution or width, because the lifetime depends on macromolecular conformation or inhomogeneity. We present a novel algorithm based on a sparse representation which can estimate the distribution of lifetime. We verify the enhanced performance through simulations and experiments.

摘要

荧光寿命成像显微镜(FLIM)是一种用于呈现荧光团寿命图像的显微成像技术。它规避了典型成像方法中诸如深度导致的强度衰减等问题,因为寿命与激发强度或荧光团浓度无关。寿命是根据具有泊松分布的、带有信号相关噪声的光子计数时间序列来估计的。传统方法通常估计单指数或双指数衰减参数。然而,由于寿命取决于大分子构象或不均匀性,寿命分量具有分布或宽度。我们提出了一种基于稀疏表示的新算法,该算法可以估计寿命的分布。我们通过模拟和实验验证了其增强的性能。

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Estimation of multiexponential fluorescence decay parameters using compressive sensing.使用压缩感知估计多指数荧光衰减参数。
J Biomed Opt. 2015 Sep;20(9):096003. doi: 10.1117/1.JBO.20.9.096003.
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Fluorescence lifetime imaging microscopy for quantitative biological imaging.用于定量生物成像的荧光寿命成像显微镜。
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Rapid global fitting of large fluorescence lifetime imaging microscopy datasets.快速全局拟合大型荧光寿命成像显微镜数据集。
PLoS One. 2013 Aug 5;8(8):e70687. doi: 10.1371/journal.pone.0070687. Print 2013.
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Estimation of Fluorescence Lifetimes Via Rotational Invariance Techniques.通过旋转不变性技术估计荧光寿命
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Global analysis of fluorescence lifetime imaging microscopy data.荧光寿命成像显微镜数据的全局分析。
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Can we use rapid lifetime determination for fast, fluorescence lifetime based, metabolic imaging? Precision and accuracy of double-exponential decay measurements with low total counts.我们能否利用快速寿命测定进行快速、基于荧光寿命的代谢成像?低总计数下双指数衰减测量的精度和准确性。
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Fluorescence lifetime tracking and imaging of single moving particles assisted by a low-photon-count analysis algorithm.基于低光子计数分析算法的单个移动粒子荧光寿命追踪与成像
Biomed Opt Express. 2023 Mar 29;14(4):1718-1731. doi: 10.1364/BOE.485729. eCollection 2023 Apr 1.