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Toward an accurate prediction of inter-residue distances in proteins using 2D recursive neural networks

BACKGROUND: Protein inter-residue contact maps provide a translation and rotation invariant topological representation of a protein. They can be used as an intermediary step in protein structure predictions. However, the prediction of contact maps represents an unbalanced problem as far fewer exampl...

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Detalles Bibliográficos
Autores principales: Kukic, Predrag, Mirabello, Claudio, Tradigo, Giuseppe, Walsh, Ian, Veltri, Pierangelo, Pollastri, Gianluca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3893389/
https://www.ncbi.nlm.nih.gov/pubmed/24410833
http://dx.doi.org/10.1186/1471-2105-15-6