AI

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
Slides
The Potential Impact of Artificial Intelligence on Antimicrobial Resistance
Co-morbidity Representation in Artificial Intelligence: Tapping into Unused Clinical Knowledge
A innovative pipeline that uses clinical ontologies to generate comorbidity and patient representations for downstream AI tasks.
William Bolton, Pantelis Georgiou, Alison Holmes, Timothy Rawson
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Co-morbidity Representation in Artificial Intelligence: Tapping into Unused Clinical Knowledge
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
Deep Learning for Individualised Antibiotic Readmission Prediction
Supervised masters student project.
William Bolton, Boon Liang Wong, Pantelis Georgiou
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Deep Learning for Individualised Antibiotic Readmission Prediction
Machine learning based clinical decision support for individualised antibiotic side effect prediction
Supervised masters student project.
William Bolton, Vasileios Stylianos Sotiropoulos, Pantelis Georgiou
PDF
Machine learning based clinical decision support for individualised antibiotic side effect prediction
Digital Solutions for Infectious Disease Session at ECCMID 2023
Presented my PhD research to >250 people at ECCMID 2023 a leading global conference on infectious disease.
Apr 15, 2023 Copenhahen, Denmark
Slides
Digital Solutions for Infectious Disease Session at ECCMID 2023
Machine learning and synthetic outcome estimation for individualised antimicrobial cessation
A novel recurrent autoencoder and synthetic control model to estimate patient counterfactuals under antibiotic temporality.
William Bolton, Timothy Rawson, Bernard Hernandez, Richard Wilson, David Antcliffe, Pantelis Georgiou, Alison Holmes
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Machine learning and synthetic outcome estimation for individualised antimicrobial cessation
The Two Sides of Artificial Inteligence
Zine illustrating important aspects behind the development and use of AI systems.
Holly Worrall, Anjana Nair, Charlie Delikan, Damien Ming, William Bolton, Bernard Hernandez
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The Two Sides of Artificial Inteligence