AI

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
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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
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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