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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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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Zhu, Yitan, Brettin, Thomas, Evrard, Yvonne A., Partin, Alexander, Xia, Fangfang, Shukla, Maulik, Yoo, Hyunseung, Doroshow, James H., Stevens, Rick L.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online: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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