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Prediction of Parkinson's disease tremor onset using artificial neural networks

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Pan, S., Warwick, K., Stein, J., Gasson, M. N., Wang, S. Y., Aziz, T. Z. and Burgess, J. (2007) Prediction of Parkinson's disease tremor onset using artificial neural networks. In: Fifth IASTED International Conference on Biomedical Engineering, 14-16 Feb, Innsbruck, Austria, pp. 341-345. (In: Gardner, J. W. (ed.) Proceedings of the Fifth IASTED International Conference on Biomedical Engineering, Acta Press Anaheim, ISBN 9780889866485)

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Abstract/Summary

In this paper we present the initial results using an artificial neural network to predict the onset of Parkinson's Disease tremors in a human subject. Data for the network was obtained from implanted deep brain electrodes. A tuned artificial neural network was shown to be able to identify the pattern of the onset tremor from these real time recordings.

Item Type:Conference or Workshop Item (Paper)
Divisions:Faculty of Science > School of Systems Engineering
ID Code:14443
Uncontrolled Keywords:Parkinson's disease, DBS, and artificial neural networks, STIMULATION
Additional Information:Pan, S., Warwick, K., Stein, J., Gasson, M. N., Wang, S. Y., Aziz, T. Z. and Burgess, J. (2007)Prediction of Parkinson's disease tremor onset using artificial neural networks. In: Gardner, J. W. (ed.) Proceedings of the Fifth IASTED International Conference on Biomedical Engineering, Innsbruck, Austria, 14-16 February. Acta Press Anaheim, pp. 341-345. ISBN 9780889866485 (Proceedings Paper 5th IASTED International Conference on Biomedical Engineering FEB 14-16, 2007 Innsbruck, AUSTRIA)
Publisher:Acta Press Anaheim
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