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T-RECS: STABLE SELECTION OF DYNAMICALLY FORMED GROUPS OF FEATURES WITH APPLICATION TO PREDICTION OF CLINICAL OUTCOMES

Feature selection is used extensively in biomedical research for biomarker identification and patient classification, both of which are essential steps in developing personalized medicine strategies. However, the structured nature of the biological datasets and high correlation of variables frequent...

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Detalhes bibliográficos
Publicado no:Pac Symp Biocomput
Main Authors: Huang, Grace T., Tsamardinos, Ioannis, Raghu, Vineet, Kaminski, Naftali, Benos, Panayiotis V.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4299881/
https://ncbi.nlm.nih.gov/pubmed/25592602
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