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Machine learning approaches to drug response prediction: challenges and recent progress

Cancer is a leading cause of death worldwide. Identifying the best treatment using computational models to personalize drug response prediction holds great promise to improve patient’s chances of successful recovery. Unfortunately, the computational task of predicting drug response is very challengi...

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Detalhes bibliográficos
Publicado no:NPJ Precis Oncol
Main Authors: Adam, George, Rampášek, Ladislav, Safikhani, Zhaleh, Smirnov, Petr, Haibe-Kains, Benjamin, Goldenberg, Anna
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7296033/
https://ncbi.nlm.nih.gov/pubmed/32566759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41698-020-0122-1
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