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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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| Udgivet i: | PLoS Comput Biol |
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| Main Authors: | , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Public Library of Science
2017
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5600403/ https://ncbi.nlm.nih.gov/pubmed/28873403 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005661 |
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