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优化单分子追踪和超分辨率显微镜的定位分析。

Optimized localization analysis for single-molecule tracking and super-resolution microscopy.

机构信息

Department of Micro- and Nanotechnology, Technical University of Denmark, Kongens Lyngby, Denmark.

出版信息

Nat Methods. 2010 May;7(5):377-81. doi: 10.1038/nmeth.1447. Epub 2010 Apr 4.

Abstract

We optimally localized isolated fluorescent beads and molecules imaged as diffraction-limited spots, determined the orientation of molecules and present reliable formulas for the precision of various localization methods. Both theory and experimental data showed that unweighted least-squares fitting of a Gaussian squanders one-third of the available information, a popular formula for its precision exaggerates beyond Fisher's information limit, and weighted least-squares may do worse, whereas maximum-likelihood fitting is practically optimal.

摘要

我们优化了孤立荧光珠和以衍射极限点成像的分子的定位,确定了分子的取向,并提供了各种定位方法精度的可靠公式。理论和实验数据均表明,高斯无权重最小二乘法拟合浪费了三分之一的可用信息,其精度的常用公式超出了 Fisher 信息量极限的估计,而加权最小二乘法可能表现更差,而最大似然拟合则实际上是最优的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0488/3127582/18ecc1ef55bc/nihms186810f1.jpg

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