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Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression

With the growing availability of large-scale biological datasets, automated methods of extracting functionally meaningful information from this data are becoming increasingly important. Data relating to functional association between genes or proteins, such as co-expression or functional association...

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Detalles Bibliográficos
Autores principales: Lehtinen, Sonja, Lees, Jon, Bähler, Jürg, Shawe-Taylor, John, Orengo, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545790/
https://www.ncbi.nlm.nih.gov/pubmed/26288239
http://dx.doi.org/10.1371/journal.pone.0134668