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De novo peptide sequencing by deep learning
De novo peptide sequencing from tandem MS data is the key technology in proteomics for the characterization of proteins, especially for new sequences, such as mAbs. In this study, we propose a deep neural network model, DeepNovo, for de novo peptide sequencing. DeepNovo architecture combines recent...
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| Udgivet i: | Proc Natl Acad Sci U S A |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
National Academy of Sciences
2017
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5547637/ https://ncbi.nlm.nih.gov/pubmed/28720701 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1705691114 |
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