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

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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