Improving stability of prediction models based on correlated omics data by using network approaches

Building prediction models based on complex omics datasets such as transcriptomics, proteomics, metabolomics remains a challenge in bioinformatics and biostatistics. Regularized regression techniques are typically used to deal with the high dimensionality of these datasets. However, due to the prese...

Descripción completa

Detalles Bibliográficos
Autores principales: Tissier, Renaud, Houwing-Duistermaat, Jeanine, Rodríguez-Girondo, Mar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5819809/
https://www.ncbi.nlm.nih.gov/pubmed/29462177
http://dx.doi.org/10.1371/journal.pone.0192853

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5819809/
https://www.ncbi.nlm.nih.gov/pubmed/29462177
http://dx.doi.org/10.1371/journal.pone.0192853

Ejemplares similares