MultiOmicsAgent: Guided extreme gradient-boosted decision trees-based approaches for biomarker-candidate discovery in multi-omics data
Jens Settelmeier, Sandra Goetze, Julia Boshart, Jianbo Fu, Sebastian N. Steiner, Martin Gesell, Peter J. Schüffler, Diyora Salimova, Patrick G. A. Pedrioli, Bernd Wollscheid
MOAgent discovers biomarker candidates in multi-omics data using gradient-boosted decision trees, addressing data challenges and providing accessible analysis tools.
bioRxiv · Jul 24, 2024 · PreprintBioinformatics