Using Deep Learning to Annotate the Protein Universe
Maxwell L. Bileschi, David Belanger, Drew Bryant, Theo Sanderson, Brandon Carter, D. Sculley, Alex G. Bateman, Mark A. DePristo, Lucy J. Colwell
This paper uses deep learning to improve protein function annotation by training on Pfam data, achieving better accuracy and efficiency than BLASTp.
Nature Biotechnology · Feb 21, 2022Peer-reviewedBioinformatics