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A method of gene expression data transfer from cell lines to cancer patients for machine-learning prediction of drug efficiency

Personalized medicine implies that distinct treatment methods are prescribed to individual patients according several features that may be obtained from, e.g., gene expression profile. The majority of machine learning methods suffer from the deficiency of preceding cases, i.e. the gene expression da...

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Detalhes bibliográficos
Publicado no:Cell Cycle
Main Authors: Borisov, Nicolas, Tkachev, Victor, Suntsova, Maria, Kovalchuk, Olga, Zhavoronkov, Alex, Muchnik, Ilya, Buzdin, Anton
Formato: Artigo
Idioma:Inglês
Publicado em: Taylor & Francis 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5927638/
https://ncbi.nlm.nih.gov/pubmed/29251172
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/15384101.2017.1417706
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