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Enter the Matrix: Factorization Uncovers Knowledge from Omics

Omics data contain signals from the molecular, physical, and kinetic inter- and intracellular interactions that control biological systems. Matrix factorization (MF) techniquescan reveal low-dimensional structure from high-dimensional data that reflect these interactions. These techniques can uncove...

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Detalles Bibliográficos
Autores principales: Stein-O’Brien, Genevieve L., Arora, Raman, Culhane, Aedin C., Favorov, Alexander V., Garmire, Lana X., Greene, Casey S., Goff, Loyal A., Li, Yifeng, Ngom, Aloune, Ochs, Michael F., Xu, Yanxun, Fertig, Elana J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6309559/
https://www.ncbi.nlm.nih.gov/pubmed/30143323
http://dx.doi.org/10.1016/j.tig.2018.07.003