SAINT-Angle: self-attention augmented inception-inside-inception network and transfer learning improve protein backbone torsion angle prediction

MOTIVATION: Protein structure provides insight into how proteins interact with one another as well as their functions in living organisms. Protein backbone torsion angles ([Formula: see text] and [Formula: see text]) prediction is a key sub-problem in predicting protein structures. However, reliable...

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Detalles Bibliográficos
Autores principales: Hasan, A K M Mehedi, Ahmed, Ajmain Yasar, Mahbub, Sazan, Rahman, M Saifur, Bayzid, Md Shamsuzzoha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115468/
https://www.ncbi.nlm.nih.gov/pubmed/37092035
http://dx.doi.org/10.1093/bioadv/vbad042

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