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Locality Sensitive Imputation for Single Cell RNA-Seq Data

One of the most notable challenges in single cell RNA-Seq data analysis is the so called drop-out effect, where only a fraction of the transcriptome of each cell is captured. The random nature of dropouts, however, makes it possible to consider imputation methods as means of correcting for dropouts....

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Bibliografske podrobnosti
izdano v:J Comput Biol
Main Authors: Moussa, Marmar, Măndoiu, Ion I.
Format: Artigo
Jezik:Inglês
Izdano: Mary Ann Liebert, Inc., publishers 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6703247/
https://ncbi.nlm.nih.gov/pubmed/30785309
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2018.0236
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