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iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor

Flow cytometry (FCM) has become an important analysis technology in health care and medical research, but the large volume of data produced by modern high-throughput experiments has presented significant new challenges for computational analysis tools. The development of an FCM software suite in Bio...

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Detalles Bibliográficos
Autores principales: Lee, Kyongryun, Hahne, Florian, Sarkar, Deepayan, Gentleman, Robert
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2798115/
https://www.ncbi.nlm.nih.gov/pubmed/20049160
http://dx.doi.org/10.1155/2009/103839
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author Lee, Kyongryun
Hahne, Florian
Sarkar, Deepayan
Gentleman, Robert
author_facet Lee, Kyongryun
Hahne, Florian
Sarkar, Deepayan
Gentleman, Robert
author_sort Lee, Kyongryun
collection PubMed
description Flow cytometry (FCM) has become an important analysis technology in health care and medical research, but the large volume of data produced by modern high-throughput experiments has presented significant new challenges for computational analysis tools. The development of an FCM software suite in Bioconductor represents one approach to overcome these challenges. In the spirit of the R programming language (Tree Star Inc., “FlowJo,” http://www.owjo.com), these tools are predominantly console-driven, allowing for programmatic access and rapid development of novel algorithms. Using this software requires a solid understanding of programming concepts and of the R language. However, some of these tools|in particular the statistical graphics and novel analytical methods|are also useful for nonprogrammers. To this end, we have developed an open source, extensible graphical user interface (GUI) iFlow, which sits on top of the Bioconductor backbone, enabling basic analyses by means of convenient graphical menus and wizards. We envision iFlow to be easily extensible in order to quickly integrate novel methodological developments.
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spelling pubmed-27981152010-01-04 iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor Lee, Kyongryun Hahne, Florian Sarkar, Deepayan Gentleman, Robert Adv Bioinformatics Resource Review Flow cytometry (FCM) has become an important analysis technology in health care and medical research, but the large volume of data produced by modern high-throughput experiments has presented significant new challenges for computational analysis tools. The development of an FCM software suite in Bioconductor represents one approach to overcome these challenges. In the spirit of the R programming language (Tree Star Inc., “FlowJo,” http://www.owjo.com), these tools are predominantly console-driven, allowing for programmatic access and rapid development of novel algorithms. Using this software requires a solid understanding of programming concepts and of the R language. However, some of these tools|in particular the statistical graphics and novel analytical methods|are also useful for nonprogrammers. To this end, we have developed an open source, extensible graphical user interface (GUI) iFlow, which sits on top of the Bioconductor backbone, enabling basic analyses by means of convenient graphical menus and wizards. We envision iFlow to be easily extensible in order to quickly integrate novel methodological developments. Hindawi Publishing Corporation 2009 2009-11-12 /pmc/articles/PMC2798115/ /pubmed/20049160 http://dx.doi.org/10.1155/2009/103839 Text en Copyright © 2009 Kyongryun Lee et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Resource Review
Lee, Kyongryun
Hahne, Florian
Sarkar, Deepayan
Gentleman, Robert
iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title_full iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title_fullStr iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title_full_unstemmed iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title_short iFlow: A Graphical User Interface for Flow Cytometry Tools in Bioconductor
title_sort iflow: a graphical user interface for flow cytometry tools in bioconductor
topic Resource Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2798115/
https://www.ncbi.nlm.nih.gov/pubmed/20049160
http://dx.doi.org/10.1155/2009/103839
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