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Predicting missing proteomics values using machine learning: Filling the gap using transcriptomics and other biological features

Proteins are often considered the main biological element in charge of the different functions and structures of a cell. However, proteomics, the global study of all expressed proteins, often performed by mass spectrometry, is limited by its stochastic sampling and can only quantify a limited amount...

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Detalles Bibliográficos
Autores principales: Ochoteco Asensio, Juan, Verheijen, Marcha, Caiment, Florian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077535/
https://www.ncbi.nlm.nih.gov/pubmed/35601960
http://dx.doi.org/10.1016/j.csbj.2022.04.017