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AI and drug discovery: a potential game changer?

11 Dec 2018

Professor Charlotte Deane has written a piece for the University of Oxford's AI micro-site on the topic of AI and drug discovery. Read the full piece here on the University of Oxford's research pages. There will also be a print version.

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Oxford Statistics at the forefront of AI-driven drug discovery

10 Jun 2025

Professor Charlotte Deane from the Department of Statistics has been announced as a senior principal investigator on a £8 million government-backed consortium that will create the world's largest dataset for AI-driven drug discovery.

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PoseBusters: AI-based docking methods fail to generate physically valid poses or generalise to novel sequences

28 Apr 2025

Predicting how small molecules (or “ligands”) bind to proteins and other macromolecules like DNA and RNA is an important part of computer-aided drug discovery. Oxford Protein Informatics Group DPhil Student, Martin Buttenschoen, Professor Charlotte Deane and Professor Garrett M. Morris recently examined how well deep learning-based methods can dock a ligand into a protein pocket.

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