FeatureForest: the power of foundation models, theusability of random forests
Mehdi Seifi, Damian E. Dalle Nogare, Juan Manuel Battagliotti, Vera Galinova, Ananya Kedige Rao, Pierre‐Henri Jouneau, Anwai Archit, Fynn Beuttenmueller, Dorothea Dörr, Mariana G. Ferreira, Caterina Fuster-Barceló, Carlos García-López-de-Haro, Estibaliz Gómez-de-Mariscal, Matthew Hartley, Ricardo Henriques, , Joran Deschamps
FeatureForest uses foundation model embeddings with random forests to enable fast, accurate segmentation of complex biological images with minimal labeling.
npj Imaging · Jul 8, 2025Peer-reviewedBioinformatics