Will Bolton
Will Bolton
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Reliability of Biomedical LLM Assistants at ICLR 2024
Presented work conducted during my intership at GSK.ai at the ICLR 2024 Workshop on Reliable and Responsible Foundation Models
May 11, 2024
Vienna Austria
Code
Poster
Source Document
RAmBLA: Reliability AssesMent for Biomedical LLM Assistants
A framework for evaluating the reliability of LLMs as assistants in the biomedical domain
William Bolton
,
Rafael Poyiadzi
,
Edward Morrell
,
Gabriela Van Bergen Gonzalez Bueno
,
Lea Goetz
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Code
Poster
Source Document
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
Generative AI for a smart global disease dashboard
Winning team of the ‘Biothreats Radar’ problem at the No.10 Generative AI Hackathon 2024
William Bolton
,
Aakash Paul
,
Hebah Pervaiz
,
Andrea Di Francia
,
James Blackshaw
,
Gareth Lamb
Code
Slides
Video
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
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
Poster
Slides
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
Slides
Co-morbidity Representation in Artificial Intelligence: Tapping into Unused Clinical Knowledge
Co-morbidities or long-term medical conditions are an essential piece of clinical information that can drastically alter a patient’s …
William Bolton
,
Pantelis Georgiou
,
Alison Holmes
,
Timothy Rawson
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Code
Poster
Slides
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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Cite
Code
Poster
Slides
Source Document
Deep Learning for Individualised Antibiotic Readmission Prediction
Supervised masters student project
William Bolton
,
Boon Liang Wong
,
Pantelis Georgiou
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