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Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Identifying novel indications for approved drugs can accelerate drug development and reduce research costs. Most previous studies used shallow models for prioritizing the potential drug-related diseases and failed to deeply integrate the paths between drugs and diseases which may contain additional...

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Détails bibliographiques
Publié dans:Cells
Auteurs principaux: Xuan, Ping, Ye, Yilin, Zhang, Tiangang, Zhao, Lianfeng, Sun, Chang
Format: Artigo
Langue:Inglês
Publié: MDPI 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6679344/
https://ncbi.nlm.nih.gov/pubmed/31336774
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/cells8070705
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