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Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data

Deep learning is rapidly advancing many areas of science and technology with multiple success stories in image, text, voice and video recognition, robotics and autonomous driving. In this paper we demonstrate how deep neural networks (DNN) trained on large transcriptional response data sets can clas...

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發表在:Mol Pharm
Main Authors: Aliper, Alexander, Plis, Sergey, Artemov, Artem, Ulloa, Alvaro, Mamoshina, Polina, Zhavoronkov, Alex
格式: Artigo
語言:Inglês
出版: 2016
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4965264/
https://ncbi.nlm.nih.gov/pubmed/27200455
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.molpharmaceut.6b00248
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