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CellProfiler Analyst in a nutshell CellProfiler Analyst (CPA) allows interactive exploration and analysis of data, particularly from high-throughput, image-based experiments. Its most popular feature is a supervised machine learning system ("Classifier") that can be trained to recognize complicated...

Accession number BBBC040 · Version 1 Example images Biological application An ideal small-molecule screening library would be enriched in non-redundant bioactive compounds that maximize the performance diversity of the library. The construction of such libraries would be aided by a rapid feedback...

Accession number BBBC050 · Version 2 Example images Biological application Cell dynamics during the early mouse embryogenesis change spatiotemporally. For understanding the mechanism of this developmental process, imaging cell dynamics by live-cell imaging of fluorescently labeled nuclei and...

The Carpenter lab and Schreiber lab at the Broad Institute of MIT and Harvard developed Cell Painting, a microscopy assay that generates images that reflect cell response to treatments such as drug or genetic perturbations, in high-throughput (at a scale of 100,000+ perturbations). The Carpenter lab...