More DIABLO Examples

More examples of analysis with DIABLO

We evaluated DIABLO with:

  • a simulation study showing that DIABLO is able to select correlated and discriminatory features.
  • four multi-omics studies, integrating four omics datasets and benchmarked DIABLO against existing component-based supervised and unsupervised methods. We showed that the multi-omics biomarker signatures from DIABLO led to superior biological enrichment.
  • two multi omics case studies in breast cancer and asthma, highlighting the versatility of DIABLO for various experimental designs (single point, repeated measurements, pathway module based).

All R codes and analyses are available at the following link.