Antibiotic Optimisation

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