Fast rank-based normalization of miRNA qPCR arrays using support vector regression

Fast rank-based normalization of miRNA qPCR arrays using support vector regression

One of the first important steps in elucidating the function of microRNAs (miRNAs) is expression profiling. Many methods including low-density qPCR arrays are increasingly used to profile the expression of miRNAs. Normalization techniques are necessary due to certain biases in profiling approaches,...

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Bibliographic Details
Main Authors: Ali Mohammadian, Zahra Mortezaei, Yaser NejatyJahromy
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
microRNA (miRNA) profiling
Gene expression
Normalization
Support vector regression
Mean square error
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823001090

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