Federated Random Forests can improve local performance of predictive models for various healthcare applications. - Anne-Christin Hauschild; Marta Lemanczyk; Julian O. Matschinske; Tobias Frisch; Olga I. Zolotareva; Andreas Holzinger; Jan Baumbach; Dominik Heider (Bioinform., 2022)

Metadata-guided feature disentanglement for functional genomics. - Alexander Rakowski; Remo Monti; Viktoriia Huryn; Marta Lemanczyk; Uwe Ohler; Christoph Lippert (Bioinform., 2024)