A basic multiplicative normalization was carried out by fitting a linear mixed effects model to log intensity values, and adjusting within each set to equalize the log intensities of the pair of reference cell lines across the sets.
The maxSUV values of the two facilities are indicated by black and white squares, respectively, and the original maxSUV values (left panel) were compared with the revised values (right panel), which were adjusted to approximately equalize the maxSUV values at both facilities.
Specifically it's intended to help companies assess the data sets they feed to AI models to identify biases related to sensitive variables and course correct for them, as it's also able to adjust models to equalize the impact.
The pH dependence of fluorescence excitation spectra of GFPmut3b was determined by observation of cultures adjusted to various pH values in the presence of nigericin, a K+/H+ antiporter that equalizes cytoplasmic and extracellular pH [38].
Albumin flow rates were equalized to blood flow rates, and dialysis flow rates were adjusted to 2000 ml/h.
Unfortunately it is impossible to equalize the levels or adjust for the differences.
Most kits use labeled folic acid as the competitive binder, and some kit developers have tried to adjust the assay conditions (eg, pH) to try to equalize the affinity of folic acid and 5-methyl-THF.
