Using Deep Learning to Extrapolate Protein Expression Measurements

Mass spectrometry (MS)‐based quantitative proteomics experiments typically assay a subset of up to 60% of the ≈20 000 human protein coding genes. Computational methods for imputing the missing values using RNA expression data usually allow only for imputations of proteins measured in at least some o...

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Bibliografische gegevens
Gepubliceerd in:Proteomics
Hoofdauteurs: Barzine, Mitra Parissa, Freivalds, Karlis, Wright, James C., Opmanis, Mārtiņš, Rituma, Darta, Ghavidel, Fatemeh Zamanzad, Jarnuczak, Andrew F., Celms, Edgars, Čerāns, Kārlis, Jonassen, Inge, Lace, Lelde, Antonio Vizcaíno, Juan, Choudhary, Jyoti Sharma, Brazma, Alvis, Viksna, Juris
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: John Wiley and Sons Inc. 2020
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Research Articles
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7757209/
https://ncbi.nlm.nih.gov/pubmed/32937025
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/pmic.202000009
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