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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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Detaylı Bibliyografya
Yayımlandı:Sci Rep
Asıl Yazarlar: Zhu, Yitan, Brettin, Thomas, Evrard, Yvonne A., Partin, Alexander, Xia, Fangfang, Shukla, Maulik, Yoo, Hyunseung, Doroshow, James H., Stevens, Rick L.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group UK 2020
Konular:
Online Erişim: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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