Will Bolton
Will Bolton
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Deep Learning
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
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
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
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
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Code
Poster
Slides
Deep Learning for Individualised Antibiotic Readmission Prediction
Supervised masters student project
William Bolton
,
Boon Liang Wong
,
Pantelis Georgiou
PDF
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
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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