4.0 Article

The Development of Segmentation Algorithms in Holographic Microscopy and Tomography for Determination of Morphological Parameters of Cells

期刊

TECHNICAL PHYSICS LETTERS
卷 45, 期 11, 页码 1140-1143

出版社

MAIK NAUKA/INTERPERIODICA/SPRINGER
DOI: 10.1134/S1063785019110191

关键词

holographic microscopy; holographic tomography; morphological characteristics of cells; cell segmentation

资金

  1. Council on grants of the President of the Russian Federation for Support of Young Scientists [SP-2349.2019.4]

向作者/读者索取更多资源

Algorithms of cell segmentation on two-dimensional phase images and three-dimensional distributions of a refractive index obtained by means of digital holographic microscopy and tomography are developed. The proposed algorithms are optimized for determining cell morphology characteristics including the cell volume, projection area, and surface area. A comparative analysis of the error of cell volume determination by holographic methods using the proposed cell segmentation algorithms and the standard method of confocal fluorescence microscopy has been performed.

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