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Machine learning and feature selection for drug response prediction in precision oncology applications

In-depth modeling of the complex interplay among multiple omics data measured from cancer cell lines or patient tumors is providing new opportunities toward identification of tailored therapies for individual cancer patients. Supervised machine learning algorithms are increasingly being applied to t...

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Detalles Bibliográficos
Autores principales: Ali, Mehreen, Aittokallio, Tero
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6381361/
https://www.ncbi.nlm.nih.gov/pubmed/30097794
http://dx.doi.org/10.1007/s12551-018-0446-z