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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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Detalles Bibliográficos
Autores principales: Adam, George, Rampášek, Ladislav, Safikhani, Zhaleh, Smirnov, Petr, Haibe-Kains, Benjamin, Goldenberg, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7296033/
https://www.ncbi.nlm.nih.gov/pubmed/32566759
http://dx.doi.org/10.1038/s41698-020-0122-1