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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)
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.
| 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) |
| Item Type | Conference or Workshop Item (Paper) |
| URI | https://reading-clone.eprints-hosting.org/id/eprint/14443 |
| Item Type | Conference or Workshop Item |
| Divisions | Science |
| 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 |
| Download/View statistics | View download statistics for this item |
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