On the feasibility of deep learning applications using raw mass spectrometry data

SUMMARY: In recent years, SWATH-MS has become the proteomic method of choice for data-independent–acquisition, as it enables high proteome coverage, accuracy and reproducibility. However, data analysis is convoluted and requires prior information and expert curation. Furthermore, as quantification i...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Cadow, Joris, Manica, Matteo, Mathis, Roland, Reddel, Roger R, Robinson, Phillip J, Wild, Peter J, Hains, Peter G, Lucas, Natasha, Zhong, Qing, Guo, Tiannan, Aebersold, Ruedi, Rodríguez Martínez, María
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Macromolecular Sequence, Structure, and Function
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8275322/
https://ncbi.nlm.nih.gov/pubmed/34252933
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btab311
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