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Identification of miRNA Biomarkers for Diverse Cancer Types Using Statistical Learning Methods at the Whole-Genome Scale

Genome-wide analysis of miRNA molecules can reveal important information for understanding the biology of cancer. Typically, miRNAs are used as features in statistical learning methods in order to train learning models to predict cancer. This motivates us to propose a method that integrates clusteri...

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Detalles Bibliográficos
Autores principales: Sarkar, Jnanendra Prasad, Saha, Indrajit, Lancucki, Adrian, Ghosh, Nimisha, Wlasnowolski, Michal, Bokota, Grzegorz, Dey, Ashmita, Lipinski, Piotr, Plewczynski, Dariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7691578/
https://www.ncbi.nlm.nih.gov/pubmed/33281862
http://dx.doi.org/10.3389/fgene.2020.00982