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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Bibliografiske detaljer
Udgivet i:Proteomics
Main Authors: 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
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2020
Fag:
Research Articles
Online adgang: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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