BCDForest: a boosting cascade deep forest model towards the classification of cancer subtypes based on gene expression data

BACKGROUND: The classification of cancer subtypes is of great importance to cancer disease diagnosis and therapy. Many supervised learning approaches have been applied to cancer subtype classification in the past few years, especially of deep learning based approaches. Recently, the deep forest mode...

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Detalles Bibliográficos
Autores principales: Guo, Yang, Liu, Shuhui, Li, Zhanhuai, Shang, Xuequn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907304/
https://www.ncbi.nlm.nih.gov/pubmed/29671390
http://dx.doi.org/10.1186/s12859-018-2095-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907304/
https://www.ncbi.nlm.nih.gov/pubmed/29671390
http://dx.doi.org/10.1186/s12859-018-2095-4

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