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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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Detalles Bibliográficos
Autores principales: Xuan, Ping, Ye, Yilin, Zhang, Tiangang, Zhao, Lianfeng, Sun, Chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679344/
https://www.ncbi.nlm.nih.gov/pubmed/31336774
http://dx.doi.org/10.3390/cells8070705