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Accurate prediction of functional effects for variants by combining gradient tree boosting with optimal neighborhood properties

Single amino acid variations (SAVs) potentially alter biological functions, including causing diseases or natural differences between individuals. Identifying the relationship between a SAV and certain disease provides the starting point for understanding the underlying mechanisms of specific associ...

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Detalles Bibliográficos
Autores principales: Pan, Yuliang, Liu, Diwei, Deng, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5470696/
https://www.ncbi.nlm.nih.gov/pubmed/28614374
http://dx.doi.org/10.1371/journal.pone.0179314