Will Bolton
Will Bolton
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Antibiotic Optimisation
The impact of artificial intelligence-driven decision support on uncertain antimicrobial prescribing: a randomised, multimethod study
A randomised, multimethod study with 42 UK clinicians evaluating how an AI clinical decision support system for intravenous-to-oral antibiotic switching influences prescribing decisions, and how clinicians perceive it. The final paper from my PhD.
William Bolton
,
Richard Wilson
,
Mark Gilchrist
,
Pantelis Georgiou
,
Alison Holmes
,
Timothy Rawson
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Project: CDSS demo
Prospective evaluation of a machine learning decision support system for intravenous-to-oral antibiotic switching
Gave a talk at ESCMID 2025 a leading global conference on infectious diseases on developing and prospectively evaluating an AI clinical decision support system.
Apr 15, 2025
Austria, Vienna
Project: Steward.ai
Paper: impact of AI decision support
Slides
AI SuperConnector Showcase: Steward.ai
Pitched Steward.ai as an innovative AI-powered decision support solution to disrupt antimicrobial resistance and help clinicians achieve precision antibiotic therapy.
Apr 3, 2025
York, UK
Project: Steward.ai
Slides
MedTechONE: AI Decision Support for Antimicrobial Stewardship - Navigating Clinical Translation
Invited to give a talk on my PhD journey and the pathway for translating AI and machine learning systems from research settings into clinical use.
Mar 24, 2025
London, UK
Project: Steward.ai
Paper: impact of AI decision support
Slides
PhD Viva
Defended my PhD thesis with no corrections.
Feb 10, 2025
London, UK
Slides
Clinical Evaluation of an AI-Driven Decision Support System at ICID 2024
Presented my work on evaluating clinicians perspectives and the potential impact of an AI-decision support system at ICID 2024 a leading global conference on infectious disease.
Dec 4, 2024
Cape Town, South Africa
Paper: impact of AI decision support
Slides
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
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
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
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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