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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7757209/
https://www.ncbi.nlm.nih.gov/pubmed/32937025
http://dx.doi.org/10.1002/pmic.202000009

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