Molecular pathway identification using biological network-regularized logistic models

BACKGROUND: Selecting genes and pathways indicative of disease is a central problem in computational biology. This problem is especially challenging when parsing multi-dimensional genomic data. A number of tools, such as L(1)-norm based regularization and its extensions elastic net and fused lasso,...

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Detalles Bibliográficos
Autores principales: Zhang, Wen, Wan, Ying-wooi, Allen, Genevera I, Pang, Kaifang, Anderson, Matthew L, Liu, Zhandong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046566/
https://www.ncbi.nlm.nih.gov/pubmed/24564637
http://dx.doi.org/10.1186/1471-2164-14-S8-S7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046566/
https://www.ncbi.nlm.nih.gov/pubmed/24564637
http://dx.doi.org/10.1186/1471-2164-14-S8-S7

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