Clinical Decision Support

How artificial intelligence can support antibiotic stewardship
Invited to give a talk on my PhD research at the 2024 Advancing Data Technologies to Corner AMR (ADTCA) Conference. Talk starts at the time stamp 1:32:00 in the video.
Jun 20, 2024 Online
Slides Video
How artificial intelligence can support antibiotic stewardship
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
AI based clinical decision support system for intravenous to oral antibiotic switching
Interactive demo of an AI based clinical decision support system.
2024
William Bolton
Video Code
AI based clinical decision support system for intravenous to oral antibiotic switching
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
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
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
Paper: antimicrobial cessation 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