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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...
Autores principales: | Kukic, Predrag, Mirabello, Claudio, Tradigo, Giuseppe, Walsh, Ian, Veltri, Pierangelo, Pollastri, Gianluca |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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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 |
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