HCS-Tools for KNIME version 4.0.0.v202007151505 by Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG)
Groups of data (e.g. wells of a plates) are normalized relative to a subset (e.g. some wells within that plate, e.g. negative control). For each group the mean (or median) is calculated for the selected subset. Based on this estimate, all data points of each group are normalized by applying this formula:
x.poc = x / mean(x[subset]) * 100
x.poc = x / median(x[subset]) * 100
Literature: Malo et al., Nat. Biotechnol. 24, 167-179 (2006)
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