Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of predicting the rate of percutaneous absorption of a drug is an important issue with the increasing use of the skin as a means of moderating and controlling drug delivery. The aim of the current study was to explore whether including another species skin data in a training set can improve predictions of the human skin permeability coefficient. Permeability data for absorption across rodent skin was collected from the literature. The Gaussian process model was applied to the data, and this was compared to two QSPR methods. The results demonstrate that data from non-human skin can provide useful information in the prediction of the permeability of human skin.
['Yi Sun', 'Marc B. Brown', 'Maria Prapopoulou', 'Rod Adams', 'Neil Davey', 'Gary P. Moss']
I am writing a research paper on a idea The application of gaussian processes in the predictions of permeability across mammalian membranes
[{"from": "human", "value": "I am writing a research paper on a idea The application of gaussian processes in the predictions of permeability across mammalian membranes"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of predicting the rate of percutaneous absorption of a drug is an important issue with the increasing use of the skin as a means of moderating and controlling drug delivery. The aim of the current study was to explore whether including another species skin data in a training set can improve predictions of the human skin permeability coefficient. Permeability data for absorption across rodent skin was collected from the literature. The Gaussian process model was applied to the data, and this was compared to two QSPR methods. The results demonstrate that data from non-human skin can provide useful information in the prediction of the permeability of human skin."}]