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HeteroDualNet: A Dual Convolutional Neural Network With Heterogeneous Layers for Drug-Disease Association Prediction via Chou’s Five-Step Rule

Identifying new treatments for existing drugs can help reduce drug development costs and explore novel indications of drugs. The prediction of associations between drugs and diseases is challenging because their similarities and relations are complicated and non-linear. We propose a HeteroDualNet mo...

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Detalhes bibliográficos
Publicado no:Front Pharmacol
Main Authors: Xuan, Ping, Cui, Hui, Shen, Tonghui, Sheng, Nan, Zhang, Tiangang
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6856670/
https://ncbi.nlm.nih.gov/pubmed/31780934
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphar.2019.01301
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