Literature DB >> 18425761

Using CellProfiler for automatic identification and measurement of biological objects in images.

Martha S Vokes1, Anne E Carpenter.   

Abstract

Visual analysis is required to perform many biological experiments, from counting yeast colonies to measuring the size and shape of individual cells or the intensity of fluorescently labeled proteins within them. This unit outlines the use of CellProfiler, a free, open-source image analysis tool that extracts quantitative information from biological images. It includes a step-by-step protocol for automated analysis of the number, color, and size of yeast colonies growing on agar plates, but the methods can be adapted to identify and measure any objects in images. The flexibility of the software allows users to tailor pipelines of adjustable modules to fit different biological experiments, to generate accurate measurements from dozens or even hundreds of thousands of images. (c) 2008 by John Wiley & Sons, Inc.

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Year:  2008        PMID: 18425761     DOI: 10.1002/0471142727.mb1417s82

Source DB:  PubMed          Journal:  Curr Protoc Mol Biol        ISSN: 1934-3647


  19 in total

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Authors:  Ichie Osaka; Jeffrey M Hills; Sarah L Kieweg; Heather E Shinogle; David S Moore; P Scott Hefty
Journal:  Antimicrob Agents Chemother       Date:  2012-05-21       Impact factor: 5.191

2.  High-throughput screening for novel anti-infectives using a C. elegans pathogenesis model.

Authors:  Annie L Conery; Jonah Larkins-Ford; Frederick M Ausubel; Natalia V Kirienko
Journal:  Curr Protoc Chem Biol       Date:  2014-03-14

3.  Using machine learning to speed up manual image annotation: application to a 3D imaging protocol for measuring single cell gene expression in the developing C. elegans embryo.

Authors:  Zafer Aydin; John I Murray; Robert H Waterston; William S Noble
Journal:  BMC Bioinformatics       Date:  2010-02-11       Impact factor: 3.169

Review 4.  Imaging cardiac extracellular matrices: a blueprint for regeneration.

Authors:  Jangwook P Jung; Jayne M Squirrell; Gary E Lyons; Kevin W Eliceiri; Brenda M Ogle
Journal:  Trends Biotechnol       Date:  2011-12-31       Impact factor: 19.536

5.  The Abl and Arg non-receptor tyrosine kinases regulate different zones of stress fiber, focal adhesion, and contractile network localization in spreading fibroblasts.

Authors:  Justin G Peacock; Brian A Couch; Anthony J Koleske
Journal:  Cytoskeleton (Hoboken)       Date:  2010-10

6.  SlideToolkit: an assistive toolset for the histological quantification of whole slide images.

Authors:  Bastiaan G L Nelissen; Joost A van Herwaarden; Frans L Moll; Paul J van Diest; Gerard Pasterkamp
Journal:  PLoS One       Date:  2014-11-05       Impact factor: 3.240

7.  Development of high-throughput quantitative assays for glucose uptake in cancer cell lines.

Authors:  Mohamed Hassanein; Brandy Weidow; Elizabeth Koehler; Naimish Bakane; Shawn Garbett; Yu Shyr; Vito Quaranta
Journal:  Mol Imaging Biol       Date:  2011-10       Impact factor: 3.488

8.  Palmitoylcarnitine affects localization of growth associated protein GAP-43 in plasma membrane subdomains and its interaction with Gα(o) in neuroblastoma NB-2a cells.

Authors:  Karolina Tułodziecka; Magdalena Czeredys; Katarzyna A Nałęcz
Journal:  Neurochem Res       Date:  2012-12-09       Impact factor: 3.996

9.  Screening cellular feature measurements for image-based assay development.

Authors:  David J Logan; Anne E Carpenter
Journal:  J Biomol Screen       Date:  2010-06-01

10.  OpenCFU, a new free and open-source software to count cell colonies and other circular objects.

Authors:  Quentin Geissmann
Journal:  PLoS One       Date:  2013-02-15       Impact factor: 3.240

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