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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...

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Detalles Bibliográficos
Autores principales: Wiesner, David, Svoboda, David, Maška, Martin, Kozubek, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
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.
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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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