用于发育中果蝇眼睛图像分析的笛卡尔遗传规划

IF 4.033 Q4 Biochemistry, Genetics and Molecular Biology

Biophysics Pub Date : 2023-10-10 DOI:10.1134/S0006350923030077

N. A. Danilov, K. N. Kozlov, S. Y. Surkova, M. G. Samsonova

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引用次数: 0

摘要

在解决现代图像处理问题时，自动特征提取方法越来越受到关注。果蝇发育眼单层上皮的共焦图像是开发识别复杂特征方法的一个方便的模型系统。本研究的目的是使用笛卡尔遗传规划来识别小眼的边界，小眼是发育中眼睛的感光单元。使用笛卡尔遗传规划分析Fasclin III标记的表达模式显示出良好的结果。这为该技术在使用共焦显微镜获得的图像的自动分析中的进一步应用提供了有趣的前景。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Cartesian Genetic Programming for Image Analysis of the Developing Drosophila Eye

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Cartesian Genetic Programming for Image Analysis of the Developing Drosophila Eye

Methods of automatic feature extraction attract increasing attention when solving modern image processing problems. Confocal images of the single-layer epithelium of the developing eye of the fruit fly drosophila are a convenient model system for the development of methods for the identification of complex features. The aim of this study was to use Cartesian genetic programming to identify the boundaries of ommatidia, the photosensitive units of the developing eye. The use of Cartesian genetic programming to analyze the expression patterns of the Fasciclin III marker showed good results. This provides interesting prospects for further application of this technology for the automatic analysis of images obtained using confocal microscopy.

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来源期刊

Biophysics Biochemistry, Genetics and Molecular Biology-Biophysics

CiteScore

1.20

自引率

0.00%

发文量

期刊介绍： Biophysics is a multidisciplinary international peer reviewed journal that covers a wide scope of problems related to the main physical mechanisms of processes taking place at different organization levels in biosystems. It includes structure and dynamics of macromolecules, cells and tissues; the influence of environment; energy transformation and transfer; thermodynamics; biological motility; population dynamics and cell differentiation modeling; biomechanics and tissue rheology; nonlinear phenomena, mathematical and cybernetics modeling of complex systems; and computational biology. The journal publishes short communications devoted and review articles.