Cross-platform normalization of microarray and RNA-seq data for machine learning applications

Large, publicly available gene expression datasets are often analyzed with the aid of machine learning algorithms. Although RNA-seq is increasingly the technology of choice, a wealth of expression data already exist in the form of microarray data. If machine learning models built from legacy data ca...

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Bibliographic Details
Main Authors: Jeffrey A. Thompson, Jie Tan, Casey S. Greene
Format: Article
Language:English
Published: PeerJ Inc. 2016-01-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/1621.pdf