LogLoss-BERAF: An ensemble-based machine learning model for constructing highly accurate diagnostic sets of methylation sites accounting for heterogeneity in prostate cancer

Although modern methods of whole genome DNA methylation analysis have a wide range of applications, they are not suitable for clinical diagnostics due to their high cost and complexity and due to the large amount of sample DNA required for the analysis. Therefore, it is crucial to be able to identif...

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Detalles Bibliográficos
Autores principales: Babalyan, K., Sultanov, R., Generozov, E., Sharova, E., Kostryukova, E., Larin, A., Kanygina, A., Govorun, V., Arapidi, G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6214495/
https://www.ncbi.nlm.nih.gov/pubmed/30388122
http://dx.doi.org/10.1371/journal.pone.0204371

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6214495/
https://www.ncbi.nlm.nih.gov/pubmed/30388122
http://dx.doi.org/10.1371/journal.pone.0204371

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