Benchmarking joint multi-omics dimensionality reduction approaches for the study of cancer

Abstract High-dimensional multi-omics data are now standard in biology. They can greatly enhance our understanding of biological systems when effectively integrated. To achieve proper integration, joint Dimensionality Reduction (jDR) methods are among the most efficient approaches. However, several ... View More