AI

Artificial Intelligence Clinical Decision Support for Antibiotic Optimisation at ESCMID 2024
Presented two posters at ESCMID 2024 a leading global conference on infectious disease.
Apr 30, 2024 Barcelona, Spain
Paper: impact of AI decision support Poster: impact of AI decision support Paper: co-morbidity representation Poster: co-morbidity representation
Artificial Intelligence Clinical Decision Support for Antibiotic Optimisation at ESCMID 2024
Generative AI for a smart global disease dashboard
Winning team of the ‘Biothreats Radar’ problem at the No.10 Generative AI Hackathon 2024.
2024
William Bolton, Aakash Paul, Hebah Pervaiz, Andrea Di Francia, James Blackshaw, Gareth Lamb
Video Code Slides
Generative AI for a smart global disease dashboard
Global Influenza Dashboard powered by Generative AI
Gave a talk on our hackathon project to >150 people at the No.10 Generative AI Hackathon.
Apr 17, 2024 London, UK
Code Slides Video
Global Influenza Dashboard powered by Generative AI
Prescription Agent Demo
Demo of an automated way to manage and respond to patients queries and messages.
2024
William Bolton
Code
Prescription Agent Demo
Co-morbidity Representation in Artificial Intelligence at AAAI 2024
Attended AAAI 2024 and presented my work on representing patients and their co-morbidities at the Health Intelligence Workshop.
Feb 27, 2024 Vancoucer, Canada
Code Paper: co-morbidity representation Poster Slides
Co-morbidity Representation in Artificial Intelligence at AAAI 2024
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
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
PDF Source Cite Code Poster Slides
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
PDF Source Cite Code Poster Slides
Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning
Deep Learning for Individualised Antibiotic Readmission Prediction
Supervised MSc project: deep learning to predict individualised antibiotic readmission risk.
2023
William Bolton, Boon Liang Wong, Pantelis Georgiou
PDF
Deep Learning for Individualised Antibiotic Readmission Prediction
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
PDF
Machine learning based clinical decision support for individualised antibiotic side effect prediction