Clinical Decision Support

Designing, evaluating and integrating AI decision support systems in healthcare
Led a workshop on the design, evaluation and intergration of AI decision support in healthcare for CAMO-Net, a Wellcome funded, multidisciplinary, global collaboration. It included giving a talk on translating AI, web-app demos, interactive questionairs and breakout exercises.
Jun 21, 2024 Liverpool, UK
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Designing, evaluating and integrating AI decision support systems in healthcare
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
Code 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
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
William Bolton
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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
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The Potential Impact of Artificial Intelligence on Antimicrobial Resistance
Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning
Antimicrobial resistance (AMR) and healthcare associated infections pose a significant threat globally. One key prevention strategy is …
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
Slides
Digital Solutions for Infectious Disease Session at ECCMID 2023
Machine learning and synthetic outcome estimation for individualised antimicrobial cessation
The decision on when it is appropriate to stop antimicrobial treatment in an individual patient is complex and under-researched. …
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