Loading...

DeepImpute: an accurate, fast, and scalable deep neural network method to impute single-cell RNA-seq data

Single-cell RNA sequencing (scRNA-seq) offers new opportunities to study gene expression of tens of thousands of single cells simultaneously. We present DeepImpute, a deep neural network-based imputation algorithm that uses dropout layers and loss functions to learn patterns in the data, allowing fo...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:Genome Biol
Main Authors: Arisdakessian, Cédric, Poirion, Olivier, Yunits, Breck, Zhu, Xun, Garmire, Lana X.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6798445/
https://ncbi.nlm.nih.gov/pubmed/31627739
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13059-019-1837-6
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!