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Bayesian Gene Selection Based on Pathway Information and Network-Constrained Regularization

High-throughput data make it possible to study expression levels of thousands of genes simultaneously under a particular condition. However, only few of the genes are discriminatively expressed. How to identify these biomarkers precisely is significant for disease diagnosis, prognosis, and therapy....

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Detalles Bibliográficos
Autores principales: Cao, Ming, Fan, Yue, Peng, Qinke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360753/
https://www.ncbi.nlm.nih.gov/pubmed/34394707
http://dx.doi.org/10.1155/2021/7471516