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Classification and Biomarker Genes Selection for Cancer Gene Expression Data Using Random Forest

BACKGROUND & OBJECTIVE: Microarray and next generation sequencing (NGS) data are the important sources to find helpful molecular patterns. Also, the great number of gene expression data increases the challenge of how to identify the biomarkers associated with cancer. The random forest (RF) is us...

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Detalles Bibliográficos
Autores principales: Ram, Malihe, Najafi, Ali, Shakeri, Mohammad Taghi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Iranian Society of Pathology 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5844678/
https://www.ncbi.nlm.nih.gov/pubmed/29563929