CellProfiler Analyst: data exploration and analysis software for complex image-based screens
Background: Image-based screens can produce hundreds of measured features for each of hundreds of millions of individual cells in a single experiment. Results: Here, we describe CellProfiler Analyst, open-source software for the interactive exploration and analysis of multidimensional data, parti...
| Asıl Yazarlar: | , , , , , , , |
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| Diğer Yazarlar: | |
| Materyal Türü: | Makale |
| Dil: | en_US |
| Baskı/Yayın Bilgisi: |
BioMed Central Ltd.
2009
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| Online Erişim: | http://hdl.handle.net/1721.1/49464 https://orcid.org/0000-0003-2516-731X https://orcid.org/0000-0002-1446-7256 |
| Özet: | Background:
Image-based screens can produce hundreds of measured features for each of hundreds of millions of individual cells in a single experiment.
Results:
Here, we describe CellProfiler Analyst, open-source software for the interactive exploration and analysis of multidimensional data, particularly data from high-throughput, image-based experiments.
Conclusion:
The system enables interactive data exploration for image-based screens and automated scoring of complex phenotypes that require combinations of multiple measured features per cell. |
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