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Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomes

We describe a comprehensive modeling approach to combining genomic and clinical data for personalized prediction in disease outcome studies. This integrated clinicogenomic modeling framework is based on statistical classification tree models that evaluate the contributions of multiple forms of data,...

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Detalhes bibliográficos
Main Authors: Pittman, Jennifer, Huang, Erich, Dressman, Holly, Horng, Cheng-Fang, Cheng, Skye H., Tsou, Mei-Hua, Chen, Chii-Ming, Bild, Andrea, Iversen, Edwin S., Huang, Andrew T., Nevins, Joseph R., West, Mike
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2004
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC420411/
https://ncbi.nlm.nih.gov/pubmed/15152076
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0401736101
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