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The use of knowledge graphs for drug repurposing: From classical machine learning algorithms to graph neural networks.

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Title: The use of knowledge graphs for drug repurposing: From classical machine learning algorithms to graph neural networks.
Authors: Wei S; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands., Sasi C; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands; Faculty of Science, Radboud University, Nijmegen, 6525 AJ, The Netherlands., Piepenbrock J; Faculty of Science, Radboud University, Nijmegen, 6525 AJ, The Netherlands., Huynen MA; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands., 't Hoen PAC; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands. Electronic address: peter-bram.thoen@radboudumc.nl.
Source: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 196 (Pt C), pp. 110873. Date of Electronic Publication: 2025 Aug 09.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Wei+S%22">Wei S</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Sasi+C%22">Sasi C</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands; Faculty of Science, Radboud University, Nijmegen, 6525 AJ, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Piepenbrock+J%22">Piepenbrock J</searchLink>; Faculty of Science, Radboud University, Nijmegen, 6525 AJ, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Huynen+MA%22">Huynen MA</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands.<br /><searchLink fieldCode="AU" term="%22't+Hoen+PAC%22">'t Hoen PAC</searchLink>; Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, The Netherlands. Electronic address: peter-bram.thoen@radboudumc.nl.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2025 Sep; Vol. 196 (Pt C), pp. 110873. <i>Date of Electronic Publication: </i>2025 Aug 09.
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        Value: 10.1016/j.compbiomed.2025.110873
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