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Prediction of LC-MS/MS Properties of Peptides from Sequence by Deep Learning

Deep learning models for prediction of three key LC-MS/MS properties from peptide sequences were developed. The LC-MS/MS properties or behaviors are indexed retention times (iRT), MS1 or survey scan charge state distributions, and sequence ion intensities of HCD spectra. A common core deep supervise...

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Detalhes bibliográficos
Publicado no:Mol Cell Proteomics
Main Authors: Guan, Shenheng, Moran, Michael F., Ma, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: The American Society for Biochemistry and Molecular Biology 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6773555/
https://ncbi.nlm.nih.gov/pubmed/31249099
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1074/mcp.TIR119.001412
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