Antibiotic Optimisation

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
Developing moral AI to support decision-making about antimicrobial use
The use of decision-support systems based on artificial intelligence approaches in antimicrobial prescribing raises important moral …
William Bolton, Cosmin Badea, Pantelis Georgiou, Alison Holmes, Timothy Rawson
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Developing moral AI to support decision-making about antimicrobial use
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