Single cell RNA-seq data clustering using TF-IDF based methods

BACKGROUND: Single cell transcriptomics is critical for understanding cellular heterogeneity and identification of novel cell types. Leveraging the recent advances in single cell RNA sequencing (scRNA-Seq) technology requires novel unsupervised clustering algorithms that are robust to high levels of...

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Detalles Bibliográficos
Autores principales: Moussa, Marmar, Măndoiu, Ion I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6101073/
https://www.ncbi.nlm.nih.gov/pubmed/30367575
http://dx.doi.org/10.1186/s12864-018-4922-4