Comprehensive evaluation of pure and hybrid collaborative filtering in drug repurposing

Abstract Drug development is known to be a costly and time-consuming process, which is prone to high failure rates. Drug repurposing allows drug discovery by reusing already approved compounds. The outcomes of past clinical trials can be used to predict novel drug-disease associations by leveraging...

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Bibliographic Details
Main Authors: Clémence Réda, Jill-Jênn Vie, Olaf Wolkenhauer
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-85927-x
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