Group sparse canonical correlation analysis for genomic data integration.

Abstract excerpt

BACKGROUND: The emergence of high-throughput genomic datasets from different sources and platforms (e.g., gene expression, single nucleotide polymorphisms (SNP), and copy number variation (CNV)) has greatly enhanced our understandings of the interplay of these genomic factors as well as their influences on the complex diseases. It is challenging to explore the relationship between these different types of genomic...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Polymorphism, Single Nucleotide
• Share to Algorithms
• Share to DNA Copy Number Variations