Cardiovascular control with artificial neural networks |
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Authors: | Moller K Beck L E Baisch F J |
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Affiliation: | Department of Computer Science, Bonn University, Germany. |
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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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