An efficient ensemble method for missing value imputation in microarray gene expression data

BACKGROUND: The genomics data analysis has been widely used to study disease genes and drug targets. However, the existence of missing values in genomics datasets poses a significant problem, which severely hinders the use of genomics data. Current imputation methods based on a single learner often...

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Detalles Bibliográficos
Autores principales: Zhu, Xinshan, Wang, Jiayu, Sun, Biao, Ren, Chao, Yang, Ting, Ding, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045198/
https://www.ncbi.nlm.nih.gov/pubmed/33849444
http://dx.doi.org/10.1186/s12859-021-04109-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045198/
https://www.ncbi.nlm.nih.gov/pubmed/33849444
http://dx.doi.org/10.1186/s12859-021-04109-4

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