The Power of Universal Contextualized Protein Embeddings in Cross-species Protein Function Prediction

Computationally annotating proteins with a molecular function is a difficult problem that is made even harder due to the limited amount of available labeled protein training data. Unsupervised protein embeddings partly circumvent this limitation by learning a universal protein representation from ma...

Descripción completa

Detalles Bibliográficos
Autores principales: van den Bent, Irene, Makrodimitris, Stavros, Reinders, Marcel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647222/
https://www.ncbi.nlm.nih.gov/pubmed/34880594
http://dx.doi.org/10.1177/11769343211062608

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647222/
https://www.ncbi.nlm.nih.gov/pubmed/34880594
http://dx.doi.org/10.1177/11769343211062608

Ejemplares similares