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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Dades bibliogràfiques
Publicat a:Proteomics
Autors principals: 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
Idioma:Inglês
Publicat: John Wiley and Sons Inc. 2020
Matèries:
Research Articles
Accés en línia: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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