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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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Podrobná bibliografie
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: National Academy of Sciences 2004
Témata:
On-line přístup: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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