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Ensemble transfer learning for the prediction of anti-cancer drug response

Transfer learning, which transfers patterns learned on a source dataset to a related target dataset for constructing prediction models, has been shown effective in many applications. In this paper, we investigate whether transfer learning can be used to improve the performance of anti-cancer drug re...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Zhu, Yitan, Brettin, Thomas, Evrard, Yvonne A., Partin, Alexander, Xia, Fangfang, Shukla, Maulik, Yoo, Hyunseung, Doroshow, James H., Stevens, Rick L.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7581765/
https://ncbi.nlm.nih.gov/pubmed/33093487
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-74921-0
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