Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding

2021 IEEE Biomedical Circuits and Systems Conference (BioCAS)(2021)

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摘要
Drug repurposing is more relevant than ever due to drug development's rising costs and the need to respond to emerging diseases quickly. Knowledge graph embedding enables drug repurposing using heterogeneous data sources combined with state-of-the-art machine learning models to predict new drug-disease links in the knowledge graph. As in many machine learning applications, significant work is stil...
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关键词
Drugs,Training,Computational modeling,Soft sensors,Machine learning,Predictive models,Data models
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