AIMC Topic: Chromatography, High Pressure Liquid

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Application of Counter-propagation Artificial Neural Networks in Prediction of Topiramate Concentration in Patients with Epilepsy.

Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques Jan 1, 2015
PURPOSE: The application of artificial neural networks in the pharmaceutical sciences is broad, ranging from drug discovery to clinical pharmacy. In this study, we explored the applicability of counter-propagation artificial neural networks (CPANNs),...
Humans Neural Networks, Computer Machine Learning Algorithms Female Adult Male Middle Aged Glomerular Filtration Rate Epilepsy Anticonvulsants Drug Interactions Chromatography, High Pressure Liquid Fructose Carbamazepine Topiramate
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Optimizing artificial neural network models for metabolomics and systems biology: an example using HPLC retention index data.

Bioanalysis Jan 1, 2015
BACKGROUND: Artificial Neural Networks (ANN) are extensively used to model 'omics' data. Different modeling methodologies and combinations of adjustable parameters influence model performance and complicate model optimization.
Neural Networks, Computer Artificial Intelligence Databases, Factual Systems Biology Cluster Analysis Metabolomics Chromatography, High Pressure Liquid Tandem Mass Spectrometry
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