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Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties

Predicting the response of a specific cancer to a therapy is a major goal in modern oncology that should ultimately lead to a personalised treatment. High-throughput screenings of potentially active compounds against a panel of genomically heterogeneous cancer cell lines have unveiled multiple relat...

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Detalles Bibliográficos
Main Authors: Menden, Michael P., Iorio, Francesco, Garnett, Mathew, McDermott, Ultan, Benes, Cyril H., Ballester, Pedro J., Saez-Rodriguez, Julio
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2013
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3640019/
https://ncbi.nlm.nih.gov/pubmed/23646105
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0061318
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