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EMBEDR: Distinguishing signal from noise in single-cell omics data

Single-cell “omics”-based measurements are often high dimensional so that dimensionality reduction (DR) algorithms are necessary for data visualization and analysis. The lack of methods for separating signal from noise in DR outputs has limited their utility in generating data-driven discoveries in...

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Detalles Bibliográficos
Autores principales: Johnson, Eric M., Kath, William, Mani, Madhav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058925/
https://www.ncbi.nlm.nih.gov/pubmed/35510181
http://dx.doi.org/10.1016/j.patter.2022.100443