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CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of a random forest and a deep neural network

With recent advances in DNA sequencing technologies, fast acquisition of large-scale genomic data has become commonplace. For cancer studies, in particular, there is an increasing need for the classification of cancer type based on somatic alterations detected from sequencing analyses. However, the...

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Detalles Bibliográficos
Autores principales: Lee, Kanggeun, Jeong, Hyoung-oh, Lee, Semin, Jeong, Won-Ki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858312/
https://www.ncbi.nlm.nih.gov/pubmed/31729414
http://dx.doi.org/10.1038/s41598-019-53034-3

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