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An Out-of-Core GPU based dimensionality reduction algorithm for Big Mass Spectrometry Data and its application in bottom-up Proteomics

Modern high resolution Mass Spectrometry instruments can generate millions of spectra in a single systems biology experiment. Each spectrum consists of thousands of peaks but only a small number of peaks actively contribute to deduction of peptides. Therefore, pre-processing of MS data to detect noi...

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Detalhes bibliográficos
Publicado no:ACM BCB
Main Authors: Awan, Muaaz Gul, Saeed, Fahad
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5580946/
https://ncbi.nlm.nih.gov/pubmed/28868521
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3107411.3107466
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