3 papers
q-bio.QM2026
Learning relationships in epidemiological data using graph neural networks
Anthony J Wood, Aeron R Sanchez, Rowland R Kao
When designing control strategies for an infectious disease it is critical to identify the key pathways of transmission. Data on infected hosts - when they were born, where they li…
cs.LG2025
Machine learning augmented diagnostic testing to identify sources of variability in test performance
Christopher J. Banks, Aeron Sanchez, Vicki Stewart +5
Diagnostic tests that can detect pre-clinical or sub-clinical infection, are one of the most powerful tools in our armoury of weapons to control infectious diseases. Considerable e…
q-bio.PE2025
Improving wastewater-based epidemiology through strategic placement of samplers
Anthony J Wood, Jessica Enright, Aeron R Sanchez +2
Wastewater-based epidemiology (WBE) is a fast emerging method for passively monitoring diseases in a population. By measuring the concentrations of pathogenic materials in wastewat…