DeepGraphGO: graph neural network for large-scale, multispecies protein function prediction

MOTIVATION: Automated function prediction (AFP) of proteins is a large-scale multi-label classification problem. Two limitations of most network-based methods for AFP are (i) a single model must be trained for each species and (ii) protein sequence information is totally ignored. These limitations c...

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Detalles Bibliográficos
Autores principales: You, Ronghui, Yao, Shuwei, Mamitsuka, Hiroshi, Zhu, Shanfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Macromolecular Sequence, Structure, and Function
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8294856/
https://www.ncbi.nlm.nih.gov/pubmed/34252926
http://dx.doi.org/10.1093/bioinformatics/btab270

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8294856/
https://www.ncbi.nlm.nih.gov/pubmed/34252926
http://dx.doi.org/10.1093/bioinformatics/btab270

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