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Expert Opinion on Drug Discovery Volume 16, 2021 - Issue 9: Artificial Intelligence (AI) in Drug Discovery
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Review

Knowledge graphs and their applications in drug discovery

Finlay MacLeanTarget Identification., BenevolentAI, United Kingdom of Great Britain and Northern IrelandCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2779-179XView further author information
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Pages 1057-1069 | Received 10 Jan 2021, Accepted 26 Mar 2021, Published online: 12 Apr 2021

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Anish Khobragade, Rushikesh Mahajan, Hrithik Langi, Rohit Mundhe & Shashikant Ghumbre. (2022) Effective negative triplet sampling for knowledge graph embedding. Journal of Information and Optimization Sciences 43:8, pages 2075-2087.
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Articles from other publishers (10)

Ciyuan Peng, Feng Xia, Mehdi Naseriparsa & Francesco Osborne. (2023) Knowledge Graphs: Opportunities and Challenges. Artificial Intelligence Review.
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Ziyan Feng, Zihao Shen, Honglin Li & Shiliang Li. (2022) e-TSN: an interactive visual exploration platform for target–disease knowledge mapping from literature. Briefings in Bioinformatics 23:6.
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Michelle M. Li, Kexin Huang & Marinka Zitnik. (2022) Graph representation learning in biomedicine and healthcare. Nature Biomedical Engineering 6:12, pages 1353-1369.
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Hong Wang, Quannan Zu, Ming Lu, Rongfa Chen, Zhiren Yang, Yongqiang Gao & Jiawang Ding. (2022) Application of Medical Knowledge Graphs in Cardiology and Cardiovascular Medicine: A Brief Literature Review. Advances in Therapy 39:9, pages 4052-4060.
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Sayoni Das, Krystyna Taylor, Simon Beaulah & Steve Gardner. (2022) Systematic indication extension for drugs using patient stratification insights generated by combinatorial analytics. Patterns 3:6, pages 100496.
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Daniel Domingo-Fernández, Yojana Gadiya, Abhishek Patel, Sarah Mubeen, Daniel Rivas-Barragan, Chris W. Diana, Biswapriya B. Misra, David Healey, Joe Rokicki & Viswa Colluru. (2022) Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery. PLOS Computational Biology 18:2, pages e1009909.
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Junaid Iqbal Khan, Jebran Khan, Furqan Ali, Farman Ullah, Jamshid Bacha & Sungchang Lee. (2022) Artificial Intelligence and Internet of Things (AI-IoT) Technologies in Response to COVID-19 Pandemic: A Systematic Review. IEEE Access 10, pages 62613-62660.
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N’Dah Jean Kouagou, Stefan Heindorf, Caglar Demir & Axel-Cyrille Ngonga Ngomo. 2022. The Semantic Web. The Semantic Web 236 252 .
Dibakar Sigdel, Dylan Steinecke, Ding Wang, David Liem, Maya Gupta, Alex Zhang, Wei Wang & Peipei Ping. 2022. Advanced Technologies in Cardiovascular Bioengineering. Advanced Technologies in Cardiovascular Bioengineering 335 359 .
Rui Yang, Jing Zhang, Ruhan Hu & Shijie Qu. (2021) Knowledge mapping omni channel system for the diagnosis and the treatment of traditional Chinese medicines based on an identification analysis. E3S Web of Conferences 271, pages 04046.
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