Predicting drug absorption rates through human skin

Sun, Yi., Lam, L.Y., Moss, G.P., Prapopoulou, M., Adams, R.G., Davey, N., Gray, David and Brown, Marc (2010) Predicting drug absorption rates through human skin. In: UNSPECIFIED.
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Predicting the rate at which a substance will pass through human skin and into the bloodstream is a problem of current interest. We use Gaussian Process modeling to train a set of predictors using every combination of six molecular features. We find that only three of the features are needed for our best predictor. This result could be useful in the further analysis of skin permeability.
Item Type Conference or Workshop Item (Other)
Identification Number 10.1109/IJCNN.2010.5596603
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Keywords structure-permeability relationships, percutaneous-absorption
Date Deposited 15 May 2025 16:21
Last Modified 27 May 2026 20:21

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