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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...

詳細記述

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書誌詳細
出版年:Cell Cycle
主要な著者: Borisov, Nicolas, Tkachev, Victor, Suntsova, Maria, Kovalchuk, Olga, Zhavoronkov, Alex, Muchnik, Ilya, Buzdin, Anton
フォーマット: Artigo
言語:Inglês
出版事項: Taylor & Francis 2018
主題:
オンライン・アクセス: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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