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CytoPacq: a web-interface for simulating multi-dimensional cell imaging
MOTIVATION: Objective assessment of bioimage analysis methods is an essential step towards understanding their robustness and parameter sensitivity, calling for the availability of heterogeneous bioimage datasets accompanied by their reference annotations. Because manual annotations are known to be...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821329/ https://www.ncbi.nlm.nih.gov/pubmed/31114843 http://dx.doi.org/10.1093/bioinformatics/btz417 |
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author | Wiesner, David Svoboda, David Maška, Martin Kozubek, Michal |
author_facet | Wiesner, David Svoboda, David Maška, Martin Kozubek, Michal |
author_sort | Wiesner, David |
collection | PubMed |
description | MOTIVATION: Objective assessment of bioimage analysis methods is an essential step towards understanding their robustness and parameter sensitivity, calling for the availability of heterogeneous bioimage datasets accompanied by their reference annotations. Because manual annotations are known to be arduous, highly subjective and barely reproducible, numerous simulators have emerged over past decades, generating synthetic bioimage datasets complemented with inherent reference annotations. However, the installation and configuration of these tools generally constitutes a barrier to their widespread use. RESULTS: We present a modern, modular web-interface, CytoPacq, to facilitate the generation of synthetic benchmark datasets relevant for multi-dimensional cell imaging. CytoPacq poses a user-friendly graphical interface with contextual tooltips and currently allows a comfortable access to various cell simulation systems of fluorescence microscopy, which have already been recognized and used by the scientific community, in a straightforward and self-contained form. AVAILABILITY AND IMPLEMENTATION: CytoPacq is a publicly available online service running at https://cbia.fi.muni.cz/simulator. More information about it as well as examples of generated bioimage datasets are available directly through the web-interface. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-6821329 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68213292019-11-04 CytoPacq: a web-interface for simulating multi-dimensional cell imaging Wiesner, David Svoboda, David Maška, Martin Kozubek, Michal Bioinformatics Applications Notes MOTIVATION: Objective assessment of bioimage analysis methods is an essential step towards understanding their robustness and parameter sensitivity, calling for the availability of heterogeneous bioimage datasets accompanied by their reference annotations. Because manual annotations are known to be arduous, highly subjective and barely reproducible, numerous simulators have emerged over past decades, generating synthetic bioimage datasets complemented with inherent reference annotations. However, the installation and configuration of these tools generally constitutes a barrier to their widespread use. RESULTS: We present a modern, modular web-interface, CytoPacq, to facilitate the generation of synthetic benchmark datasets relevant for multi-dimensional cell imaging. CytoPacq poses a user-friendly graphical interface with contextual tooltips and currently allows a comfortable access to various cell simulation systems of fluorescence microscopy, which have already been recognized and used by the scientific community, in a straightforward and self-contained form. AVAILABILITY AND IMPLEMENTATION: CytoPacq is a publicly available online service running at https://cbia.fi.muni.cz/simulator. More information about it as well as examples of generated bioimage datasets are available directly through the web-interface. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2019-11-01 2019-05-22 /pmc/articles/PMC6821329/ /pubmed/31114843 http://dx.doi.org/10.1093/bioinformatics/btz417 Text en © The Author(s) 2019. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Wiesner, David Svoboda, David Maška, Martin Kozubek, Michal CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title | CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title_full | CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title_fullStr | CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title_full_unstemmed | CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title_short | CytoPacq: a web-interface for simulating multi-dimensional cell imaging |
title_sort | cytopacq: a web-interface for simulating multi-dimensional cell imaging |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821329/ https://www.ncbi.nlm.nih.gov/pubmed/31114843 http://dx.doi.org/10.1093/bioinformatics/btz417 |
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