Title | ||
---|---|---|
CellProfiler Analyst: data exploration and analysis software for complex image-based screens. |
Abstract | ||
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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. |
Year | DOI | Venue |
---|---|---|
2008 | 10.1186/1471-2105-9-482 | BMC Bioinformatics |
Keywords | Field | DocType |
microarrays,bioinformatics,algorithms,artificial intelligence,phenotype,computational biology,high throughput | Telophase nucleus,Data exploration,Computer science,Analysis software,Image based,Parallel coordinates,Software,Bioinformatics | Journal |
Volume | Issue | ISSN |
9 | 1 | 1471-2105 |
Citations | PageRank | References |
26 | 1.86 | 2 |
Authors | ||
8 |
Name | Order | Citations | PageRank |
---|---|---|---|
Thouis R. Jones | 1 | 1193 | 73.62 |
In Han Kang | 2 | 26 | 1.86 |
Douglas B. Wheeler | 3 | 26 | 1.86 |
Robert A. Lindquist | 4 | 26 | 1.86 |
Adam Papallo | 5 | 26 | 1.86 |
David M. Sabatini | 6 | 27 | 2.26 |
Polina Golland | 7 | 1690 | 114.38 |
Anne E. Carpenter | 8 | 137 | 12.90 |