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Predicting Viral Infection From High-Dimensional Biomarker Trajectories

There is often interest in predicting an individual’s latent health status based on high-dimensional biomarkers that vary over time. Motivated by time-course gene expression array data that we have collected in two influenza challenge studies performed with healthy human volunteers, we develop a nov...

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Autori principali: Chen, Minhua, Zaas, Aimee, Woods, Christopher, Ginsburg, Geoffrey S., Lucas, Joseph, Dunson, David, Carin, Lawrence
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3659825/
https://ncbi.nlm.nih.gov/pubmed/23704802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.ap10611
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