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ANN may be computationally intensive to train and need additional preprocessing whereby data is centered and scaled.
The Gaussian curve that fit to the data is centered in 19.1 ± 0.9 nm; this value is slightly deviated from the size predetermined experimentally but still maintains the low dispersion in size as in the case of monodispersed nanoparticles.
Contrary, after popLowess the data is centered on a specific segment level.
SmartLens® data deviate by 4.1 mm Hg compared to Goldmann whereas the DCT data is centered approximately at zero.
Determining the point at which data is centered can for example be achieved by stratifying data into populations using the method presented herein or by the method proposed by Lipson et al. [ 24].
The fold change was transformed using the log2 function, so that the data is centered around zero, while the Benjamini Hochberg corrected P value was −log10 transformed for volcano plot scaling.
Similar(51)
For simplifying the following explanation, we assume these data are centered, i.e., ∑ i = 1 N ϕ ( x i ) = 0. (1).
Position and velocity data were centered at their means.
In the last step, data were centered relative to the median for each gene.
The data were centered by the tallest mode in the distribution of the segment values.
For each sample a cutoff was selected at the point that more clearly separated these two populations and the data were centered around this point.
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