AI Medical Compendium Journal:
The Journal of pharmacy and pharmacology

Showing 1 to 3 of 3 articles

The influence of diffusion cell type and experimental temperature on machine learning models of skin permeability.

The Journal of pharmacy and pharmacology Nov 14, 2019
OBJECTIVES: The aim of this study was to use Gaussian process regression (GPR) methods to quantify the effect of experimental temperature (T ) and choice of diffusion cell on model quality and performance.
Machine Learning Temperature Models, Theoretical Skin Diffusion Permeability Normal Distribution Skin Absorption
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Support vector regression to estimate the permeability enhancement of potential transdermal enhancers.

The Journal of pharmacy and pharmacology Jan 11, 2016
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 design of transdermal hydro...
Support Vector Machine Regression Analysis Structure-Activity Relationship Principal Component Analysis Skin Models, Biological Adjuvants, Pharmaceutic Hydrocortisone Administration, Cutaneous Skin Absorption
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In-line monitoring and endpoint determination of percolation process of herbal medicine using ultraviolet spectroscopy combined with convolutional neural network.

The Journal of pharmacy and pharmacology Oct 7, 2021
OBJECTIVES: As a common step in the herbal medicine production process, percolation usually lacks effective process monitoring methods and is often conducted with fixed process parameters. In this study, an in-line ultraviolet (UV) spectroscopy was u...
Humans Neural Networks, Computer Algorithms Drugs, Chinese Herbal Plants, Medicinal Drug Compounding Spectrum Analysis Chemistry, Pharmaceutical Plant Preparations Phytotherapy Endpoint Determination Herbal Medicine Sinomenium
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