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Cardiovascular control with artificial neural networks
Authors:Moller K  Beck L E  Baisch F J
Affiliation:Department of Computer Science, Bonn University, Germany.
Abstract:
This paper describes the use of artificial neural networks to model cardiovascular autonomic control in a study of the hemodynamic changes associated with space flight. Cardiovascular system models were created including four parameters: heart rate, contractility, peripheral resistance, and venous tone. Artificial neural networks were then designed and trained. A technique known as backpropagation networking was used and the results of the application of this technique to heart rate control are presented and discussed.
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