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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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Bibliografske podrobnosti
izdano v:Cell Cycle
Main Authors: Borisov, Nicolas, Tkachev, Victor, Suntsova, Maria, Kovalchuk, Olga, Zhavoronkov, Alex, Muchnik, Ilya, Buzdin, Anton
Format: Artigo
Jezik:Inglês
Izdano: Taylor & Francis 2018
Teme:
Online dostop: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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