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wagenrace edited this page Nov 14, 2019 · 1 revision

Classify Single Cell Phenotypes From Images

CytoData Society

Image-based profiling can be used to detect mechanism of action (MOA) of small molecules. Here, we use single cell data from Breinig et al. 2015 to classify MOA for each single cell.

Traditionally, MOAs are predicted based on well-aggregated profiles. Here, we attempt to classify MOA of each individual single cell.

The following repository stores analytical code, data, computational environments, and pipelines to reproduce the full analysis.

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