Heterogeneity Aware Random Forest for Drug Sensitivity Prediction

Samples collected in pharmacogenomics databases typically belong to various cancer types. For designing a drug sensitivity predictive model from such a database, a natural question arises whether a model trained on diverse inter-tumor heterogeneous samples will perform similar to a predictive model...

Descripción completa

Detalles Bibliográficos
Autores principales: Rahman, Raziur, Matlock, Kevin, Ghosh, Souparno, Pal, Ranadip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5595802/
https://www.ncbi.nlm.nih.gov/pubmed/28900181
http://dx.doi.org/10.1038/s41598-017-11665-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5595802/
https://www.ncbi.nlm.nih.gov/pubmed/28900181
http://dx.doi.org/10.1038/s41598-017-11665-4

Ejemplares similares