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Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction

BACKGROUND: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represented as a machine learning problem, where neural networks are used to learn the native-like features of protein structures...

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Detalles Bibliográficos
Autores principales: Tan, Ching-Wai, Jones, David T
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2267779/
https://www.ncbi.nlm.nih.gov/pubmed/18267018
http://dx.doi.org/10.1186/1471-2105-9-94