Motivation The identification and discovery of phenotypes from high content screening
images is a challenging task. Earlier works use image analysis pipelines to extract biological …

Biological measurements often contain systematic errors, also known as “batch effects”,
which may invalidate downstream analysis when not handled correctly. The problem of …

The advent of digitized, large-scale, and high-throughput technologies has generated
unprecedented data, presenting an excellent opportunity for today's drug discovery program …