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GOProFormer: A Multi-Modal Transformer Method for Gene Ontology Protein Function Prediction

Protein Language Models (PLMs) are shown to be capable of learning sequence representations useful for various prediction tasks, from subcellular localization, evolutionary relationships, family membership, and more. They have yet to be demonstrated useful for protein function prediction. In particu...

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Detalles Bibliográficos
Autores principales: Kabir, Anowarul, Shehu, Amarda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9687818/
https://www.ncbi.nlm.nih.gov/pubmed/36421723
http://dx.doi.org/10.3390/biom12111709

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