ProCyon: A multimodal foundation model for protein phenotypes
Owen Queen, Yepeng Huang, Robert Calef, Valentina Giunchiglia, Tianlong Chen, George Dasoulas, LeAnn Tai, Gianmarco Abbadessa, Owain Howell, Michelle M. Li, Yasha Ektefaie, Ayush Noori, Ildiko Farkas, Joseph S. Brown, Tom Cobley, , Marinka Žitnik
This paper introduces a multimodal foundation model for predicting protein phenotypes using sequence, structure, and natural language, showing competitive performance and novel insights into disease-related proteins.
bioRxiv · Dec 10, 2024 · PreprintBioinformatics