Sentence examples for current normalization from inspiring English sources
The profiling spectra of serum samples from the training set were normalized using total ion current normalization by Ciphergen ProteinChip Software (version 3.1).
Current normalization methods for gene expression microarrays and RNA-Seq, because of a lack-of-variation assumption, likely remove and distort variation in gene expression.
We have shown here that current normalization methods, used by almost all studies to date, assume no variation in gene expression between experimental conditions, and they remove it if it exists, unless it is balanced.
As such, current normalization strategy, though effective, has to be improved for better performance.
This again shows that current normalization strategy (Gaussianized rank-norm followed by length normalization), though effective, has to be further improved.
After the total ion current normalization, the spectra data of the training set was analyzed using the Biomarker Pattern software (version 4.1, Ciphergen Biosystems) for model building.
For the reason, ISPRING using incremental min max normalization can use current normalized data with previous normalized data to compute the DTW distance between a new-coming time-series subsequence and a specific time-series pattern if the min max coefficients of the evolving subsequence are not changed.
The current molecule normalization (A) and the full data set normalization (B) were both applied.
Briefly, spectra were preprocessed performing mass calibration, baseline subtraction, alignment, and total ion current (TIC) normalization.
We have some reservation with FREEC's current mappability normalization, as it does not filter out all regions with lower mappability scores - a more elaborate criterion for the mappability filter (e.g. average mappability score) we believe should yield performance comparable to control normalization.
For a critique of the then-current DIGE normalization used in DeCyder and an alternative normalization method, see Karp et al. (2004).
