<abstract xmlns="http://www.w3.org/1999/xhtml"><p>In this paper, we present a graph theoretical approach to image processing with focus on the analysis of the biological data. We use the graph cut algorithms and extend them to obtain a segmentation of the biological cells. We introduce an utterly new algorithm for analysis of the resulting data and for sorting them into three main categories, which correspond to the biological cell death, based on the mathematical properties of the segmented elements.</p></abstract>

In this paper, we present a graph theoretical approach to image processing with focus on the analysis of the biological data. We use the graph cut algorithms and extend them to obtain a segmentation of the biological cells. We introduce an utterly new algorithm for analysis of the resulting data and for sorting them into three main categories, which correspond to the biological cell death, based on the mathematical properties of the segmented elements.

Analysis of Cell Death by Image Processing

Slovak University of Technology in Bratislava

Tatra Mountains Mathematical Publications

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

{"article-title":"Analysis of Cell Death by Image Processing"}

In this paper, we present a graph theoretical approach to image processing with focus on the analysis of the biological data. We use the graph cut algorithms...

Analysis of Cell Death by Image Processing

Published Online: Apr 24, 2020

Page range: 163 - 190

Received: Apr 08, 2019

DOI: https://doi.org/10.2478/tmmp-2020-0011

Keywords
graph cuts, segmentation, cell analysis, apoptosis, necrosis, computer morphometry

© 2020 Mária Ždímalová et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Analysis of Cell Death by Image Processing

Published Online: Apr 24, 2020

Page range: 163 - 190

Received: Apr 08, 2019

DOI: https://doi.org/10.2478/tmmp-2020-0011

Keywordsgraph cuts, segmentation, cell analysis, apoptosis, necrosis, computer morphometry

© 2020 Mária Ždímalová et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Keywords
graph cuts, segmentation, cell analysis, apoptosis, necrosis, computer morphometry