1 citations · 1 across the 2 of their papers we have counts for
3 papers
Pixelate to communicate: visualising uncertainty in maps of disease risk and other spatial continua
Aimee R Taylor, James A Watson, Caroline O Buckee
Maps have long been been used to visualise estimates of spatial variables, in particular disease burden and risk. Predictions made using a geostatistical model have uncertainty tha…
A semi-supervised learning framework for quantitative structure-activity regression modelling
Oliver P Watson, Isidro Cortes-Ciriano, James A Watson
Supervised learning models, also known as quantitative structure-activity regression (QSAR) models, are increasingly used in assisting the process of preclinical, small molecule dr…
A decision theoretic approach to model evaluation in computational drug discovery
Oliver Watson, Isidro Cortes-Ciriano, Aimee Taylor +1
Artificial intelligence, trained via machine learning or computational statistics algorithms, holds much promise for the improvement of small molecule drug discovery. However, stru…