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

• Main Authors: Marija Jovanovic (Author), Dragoslav Sokić (Author), Iztok Grabnar (Author), Tomaž Vovk (Author), Milica Prostran (Author), Slavica Erić (Author), Igor Kuzmanovski (Author), Katarina Vučićević (Author), Branislava Miljković (Author)
• Format: Book
• Published: Frontiers Media S.A., 2015-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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), combined with genetic algorithm (GA) for predicti...