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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Dettagli Bibliografici
Pubblicato in:Proteomics
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: John Wiley and Sons Inc. 2020
Soggetti:
Research Articles
Accesso online: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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