21 CFR Part 11 and Risk Assessment: Adapting Fundamental Methodologies to a Current Rule
May 1st 2004FDA expects a firm that is subject to GxP to develop a risk evaluation of its product and to then mitigate the identified risks. Identified risks may be addressed by technical fixes that effectively eliminate the risks or reduce the likelihood of occurrence and/or severity of consequences to acceptable levels.
Use of Artificial Neural Networks and Genetic Algorithms - Experiences from a Tablet Formulation
May 1st 2004This article describes the formulation of a tablet for a specific purpose, primarily using fractional or full factorial designs. The formulation work generated a matrix that was processed by two software packages based on neural networks. When the dataset was divided into smaller subsets, the agreement between the predicted and observed tablet properties of the optimized formulations was reasonable.
Using High Temperature HPLC for Improved Analysis
May 1st 2004Operating HPLC at higher than ambient temperatures can improve peak shapes and enable faster run times. Preheating the mobile phase is significant in high temperature liquid chromatography as the relationship between temperature and viscosity strongly influences the mobile phase flow profile and the diffusion characteristics. With temperature programming, thermal gradients mimic solvent gradients because of the changing polarity of the mobile phase and interactions with the stationary phase; often thermal gradients can replace solvent gradients.