Cross-platform normalization enables machine learning model training on microarray and RNA-seq data simultaneously

An evaluation of normalization methods shows that it is possible to combine microarray and RNA-seq data for machine learning applications.

Bibliographic Details
Main Authors: Steven M. Foltz, Casey S. Greene, Jaclyn N. Taroni
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-023-04588-6
Description
Summary:An evaluation of normalization methods shows that it is possible to combine microarray and RNA-seq data for machine learning applications.
ISSN:2399-3642