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A Pathway-Based Kernel Boosting Method for Sample Classification Using Genomic Data

The analysis of cancer genomic data has long suffered “the curse of dimensionality.” Sample sizes for most cancer genomic studies are a few hundreds at most while there are tens of thousands of genomic features studied. Various methods have been proposed to leverage prior biological knowledge, such...

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Detalles Bibliográficos
Autores principales: Zeng, Li, Yu, Zhaolong, Zhao, Hongyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6770716/
https://www.ncbi.nlm.nih.gov/pubmed/31480483
http://dx.doi.org/10.3390/genes10090670