SVOBODA, David, Vladimír ULMAN and Igor PETERLÍK. On Proper Simulation of Chromatin Structure in Static Images As Well As in Time-Lapse Sequences in Fluorescence Microscopy. In Proceedings of 2015 IEEE International Symposium on Biomedical Imaging. Stoughton (WI, USA): Engineering in Medicine and Biology Society, 2015, p. 712-716. ISBN 978-1-4799-2374-8. Available from: https://dx.doi.org/10.1109/ISBI.2015.7163972.
Other formats:   BibTeX LaTeX RIS
Basic information
Original name On Proper Simulation of Chromatin Structure in Static Images As Well As in Time-Lapse Sequences in Fluorescence Microscopy
Authors SVOBODA, David (203 Czech Republic, guarantor, belonging to the institution), Vladimír ULMAN (203 Czech Republic, belonging to the institution) and Igor PETERLÍK (703 Slovakia, belonging to the institution).
Edition Stoughton (WI, USA), Proceedings of 2015 IEEE International Symposium on Biomedical Imaging, p. 712-716, 5 pp. 2015.
Publisher Engineering in Medicine and Biology Society
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher United States of America
Confidentiality degree is not subject to a state or trade secret
Publication form storage medium (CD, DVD, flash disk)
RIV identification code RIV/00216224:14330/15:00080650
Organization unit Faculty of Informatics
ISBN 978-1-4799-2374-8
ISSN 1945-7928
Doi http://dx.doi.org/10.1109/ISBI.2015.7163972
UT WoS 000380546000171
Keywords in English Simulation; Synthetic cell; Chromatin structure; Nucleus deformation; Linear elasticity; FEM
Tags CBIA, cbia-web, firank_B
Tags International impact, Reviewed
Changed by Changed by: doc. RNDr. David Svoboda, Ph.D., učo 2824. Changed: 16/7/2019 11:11.
Abstract
In fluorescence microscopy, where the benchmark datasets for validating the various image analysis methods are difficult to obtain, a great demand is either for manually annotated real image data or for computer generated ones. In the last two decades, the latter case has become more and more accessible due to an increasing computer capabilities. However, the development of elaborate models, especially in the field of fluorescence microscopy imaging, is less progressive. In this paper, we propose a novel approach, based on well established concepts, to properly imitate the structure of chromatin inside the cell nucleus as well as its dynamics. The performance of the approach was quantitatively evaluated against the real data. The results show that the produced images are sufficiently plausible and visually resemble their real counter parts, both for fixed and living cells.
Links
GA14-22461S, research and development projectName: Vývoj a studium metod pro kvantifikaci živých buněk (Acronym: Live Cell Quantification)
Investor: Czech Science Foundation
PrintDisplayed: 26/4/2024 17:49