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DeepPep: Deep proteome inference from peptide profiles

Protein inference, the identification of the protein set that is the origin of a given peptide profile, is a fundamental challenge in proteomics. We present DeepPep, a deep-convolutional neural network framework that predicts the protein set from a proteomics mixture, given the sequence universe of...

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Detalles Bibliográficos
Autores principales: Kim, Minseung, Eetemadi, Ameen, Tagkopoulos, Ilias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5600403/
https://www.ncbi.nlm.nih.gov/pubmed/28873403
http://dx.doi.org/10.1371/journal.pcbi.1005661