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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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Dades bibliogràfiques
Publicat a:Pac Symp Biocomput
Autors principals: Huang, Grace T., Tsamardinos, Ioannis, Raghu, Vineet, Kaminski, Naftali, Benos, Panayiotis V.
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4299881/
https://ncbi.nlm.nih.gov/pubmed/25592602
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