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scBFA: modeling detection patterns to mitigate technical noise in large-scale single-cell genomics data

Technical variation in feature measurements, such as gene expression and locus accessibility, is a key challenge of large-scale single-cell genomic datasets. We show that this technical variation in both scRNA-seq and scATAC-seq datasets can be mitigated by analyzing feature detection patterns alone...

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Detalles Bibliográficos
Autores principales: Li, Ruoxin, Quon, Gerald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6734238/
https://www.ncbi.nlm.nih.gov/pubmed/31500668
http://dx.doi.org/10.1186/s13059-019-1806-0