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Two methods for normalizing the data were applied.
It would be interesting to compare our technique with existing methods for normalizing gene names.
Most methods for normalizing RNA-Seq data assume that the overall expression of the two species will be the same, forcing some degree of symmetry.
Alternative methods for normalizing array intensities did not improve the overall performance in terms of number of detected markers (data not shown).
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Sproat et al. [47] developed a novel method for normalizing and morphologically analyzing Japanese noisy text by generating both character-level and word-level normalization candidates and using discriminative methods to formulate a cost function.
It may be difficult to select an appropriate method for normalizing the decision matrix (converting the criteria values into the dimensionless form) since a lot of normalization methods have been developed and the choice of different methods might change the final selection and ranking for a specific problem [13].
BSA is the most widely used method for normalizing tumor size.
Here we report a method (designated the "Percellome" method) for normalizing the expression of mRNA values in biological samples.
DESeq utilizes a negative binomial distribution for modelling read counts per transcript and implements a method for normalizing the counts.
DESeq utilizes a negative binomial distribution for modeling read counts per miRNA and implements a method for normalizing the counts.
A standard method for normalizing T2WI images involves dividing the original intensity by median + 2 × (interquartile range) [ 39].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com