Missing value imputation for microRNA expression data by using a GO-based similarity measure

BACKGROUND: Missing values are commonly present in microarray data profiles. Instead of discarding genes or samples with incomplete expression level, missing values need to be properly imputed for accurate data analysis. The imputation methods can be roughly categorized as expression level-based and...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Yang, Xu, Zhuangdi, Song, Dandan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4895707/
https://www.ncbi.nlm.nih.gov/pubmed/26818962
http://dx.doi.org/10.1186/s12859-015-0853-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4895707/
https://www.ncbi.nlm.nih.gov/pubmed/26818962
http://dx.doi.org/10.1186/s12859-015-0853-0

Ejemplares similares