Title
CellProfiler Analyst: data exploration and analysis software for complex image-based screens.
Abstract
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. Jones1119373.62
In Han Kang2261.86
Douglas B. Wheeler3261.86
Robert A. Lindquist4261.86
Adam Papallo5261.86
David M. Sabatini6272.26
Polina Golland71690114.38
Anne E. Carpenter813712.90