Prediction With Dimension Reduction of Multiple Molecular Data Sources for Patient Survival

Predictive modeling from high-dimensional genomic data is often preceded by a dimension reduction step, such as principal component analysis (PCA). However, the application of PCA is not straightforward for multisource data, wherein multiple sources of ‘omics data measure different but related biolo...

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Detalles Bibliográficos
Autores principales: Kaplan, Adam, Lock, Eric F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510774/
https://www.ncbi.nlm.nih.gov/pubmed/28747816
http://dx.doi.org/10.1177/1176935117718517

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5510774/
https://www.ncbi.nlm.nih.gov/pubmed/28747816
http://dx.doi.org/10.1177/1176935117718517

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