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Biomarker Discovery by Sparse Canonical Correlation Analysis of Complex Clinical Phenotypes of Tuberculosis and Malaria

Biomarker discovery aims to find small subsets of relevant variables in ‘omics data that correlate with the clinical syndromes of interest. Despite the fact that clinical phenotypes are usually characterized by a complex set of clinical parameters, current computational approaches assume univariate...

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Библиографические подробности
Главные авторы: Rousu, Juho, Agranoff, Daniel D., Sodeinde, Olugbemiro, Shawe-Taylor, John, Fernandez-Reyes, Delmiro
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2013
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3630122/
https://ncbi.nlm.nih.gov/pubmed/23637585
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003018
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