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Browsing by Author "Wilkinson, Simon Charles"
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The influence of diffusion cell type and experimental temperature on machine learning models of skin permeability
Ashrafi, Parivash; Sun, Yi; Davey, Neil; Wilkinson, Simon Charles; Moss, Gary (2019-11-14)Objectives The aim of this study was to use Gaussian process regression (GPR) methods to quantify the effect of experimental temperature (Texp) and choice of diffusion cell on model quality and performance. Methods Data ... -
Support vector regression to estimate the permeability enhancement of potential transdermal enhancers
Shah, Alpa; Sun, Yi; Adams, Roderick; Davey, Neil; Wilkinson, Simon Charles; Moss, Gary Patrick Joseph (2016-02-16)Objectives Searching for chemicals that will safely enhance transdermal drug delivery is a significant challenge. This study applies support vector regression (SVR) for the first time to estimating the optimal formulation ...