Cancer research in the era of next-generation sequencing and big data calls for intelligent modeling

We examine the role of big data and machine learning in cancer research. We describe an example in cancer research where gene-level data from The Cancer Genome Atlas (TCGA) consortium is interpreted using a pathway-level model. As the complexity of computational models increases, their sample requir...

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Detalles Bibliográficos
Autores principales: Yli-Hietanen, Jari, Ylipää, Antti, Yli-Harja, Olli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Editorial
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593335/
https://www.ncbi.nlm.nih.gov/pubmed/25963029
http://dx.doi.org/10.1186/s40880-015-0008-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593335/
https://www.ncbi.nlm.nih.gov/pubmed/25963029
http://dx.doi.org/10.1186/s40880-015-0008-8

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