Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

MOTIVATION: Protein function prediction is a difficult bioinformatics problem. Many recent methods use deep neural networks to learn complex sequence representations and predict function from these. Deep supervised models require a lot of labeled training data which are not available for this task....

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Villegas-Morcillo, Amelia, Makrodimitris, Stavros, van Ham, Roeland C H J, Gomez, Angel M, Sanchez, Victoria, Reinders, Marcel J T
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2020
Fag:
Original Papers
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8055213/
https://ncbi.nlm.nih.gov/pubmed/32797179
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa701
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker