Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Illustration of early, middle, and late integration for merging data matrices generated by different omics
In early integration, features from different data matrices are concatenated. Middle integration uses machine learning models to consolidate data without concatenating features or merging results. In late integration, each omics layer is analyzed independently, and results are combined at the end.
