GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures

GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures

Drug discovery is the process by which new candidate medications are discovered. Developing a new drug is a lengthy, complex, and expensive process. Here, in this paper, we propose a biomedical knowledge graph embedding-based recurrent neural network method called GrEDeL, which discovers potential d...

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Bibliographic Details
Main Authors: Shengtian Sang, Zhihao Yang, Xiaoxia Liu, Lei Wang, Hongfei Lin, Jian Wang, Michel Dumontier
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Drug discovery
biomedical knowledge graph
recurrent neural network
deep learning
Online Access:https://ieeexplore.ieee.org/document/8574025/

Internet

https://ieeexplore.ieee.org/document/8574025/

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