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Blog Post, Case Study, Drug Discovery

Mitigating Batch Effects in Cell Painting Data

A batch effect occurs whenever non-biological factors begin to influence your experimental readout. Often, these effects can be so large that they present a barrier towards understanding the underlying biology. When working with simple readouts, it can be easy to visualize and understand batch effects. However, with the advent of

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