Donna L. Hudson - Böcker

Using examples drawn from biomedicine and biomedical engineering, this essential reference book brings you comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and applications of neural networks, artificial intelligence, and other methods for the development of decision aids, including hybrid systems. Neural Networks and Artificial Intelligence for Biomedical Engineering offers students and scientists of biomedical engineering, biomedical informatics, and medical artificial intelligence a deeper understanding of the powerful techniques now in use with a wide range of biomedical applications.Highlighted topics include: Types of neural networks and neural network algorithmsKnowledge representation, knowledge acquisition, and reasoning methodologiesChaotic analysis of biomedical time seriesGenetic algorithmsProbability-based systems and fuzzy systemsEvaluation and validation of decision support aids