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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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Detalhes bibliográficos
Publicado no:Mol Pharm
Main Authors: Aliper, Alexander, Plis, Sergey, Artemov, Artem, Ulloa, Alvaro, Mamoshina, Polina, Zhavoronkov, Alex
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha: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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