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Deep representation features from DreamDIA(XMBD) improve the analysis of data-independent acquisition proteomics
We developed DreamDIA(XMBD) (denoted as DreamDIA), a software suite based on a deep representation model for data-independent acquisition (DIA) data analysis. DreamDIA adopts a data-driven strategy to capture comprehensive information from elution patterns of peptides in DIA data and achieves consid...
| Autores principales: | , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8517002/ https://www.ncbi.nlm.nih.gov/pubmed/34650228 http://dx.doi.org/10.1038/s42003-021-02726-6 |