Machine Learning

The Potential Impact of Artificial Intelligence on Antimicrobial Resistance
Presented my PhD research to >100 people at an event exploring the impact of AI in research and practice on AMR.
Feb 9, 2024 London, UK
Paper: moral AI for antimicrobial use Paper: IV-to-oral switch Paper: antimicrobial cessation Slides
The Potential Impact of Artificial Intelligence on Antimicrobial Resistance
Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning
Fair and interpretable machine learning models for individualised antimicrobial stewardship decision-making.
William Bolton, Richard Wilson, Mark Gilchrist, Pantelis Georgiou, Alison Holmes, Timothy Rawson
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Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning
Machine learning based clinical decision support for individualised antibiotic side effect prediction
Supervised MSc project: machine learning decision support for individualised antibiotic side-effect prediction.
2023
William Bolton, Vasileios Stylianos Sotiropoulos, Pantelis Georgiou
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Machine learning based clinical decision support for individualised antibiotic side effect prediction