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Journal article

Prediction of Parkinson's disease tremor onset using a radial basis function neural network based on particle swarm optimization.

Abstract:

Deep Brain Stimulation (DBS) has been successfully used throughout the world for the treatment of Parkinson's disease symptoms. To control abnormal spontaneous electrical activity in target brain areas DBS utilizes a continuous stimulation signal. This continuous power draw means that its implanted battery power source needs to be replaced every 18-24 months. To prolong the life span of the battery, a technique to accurately recognize and predict the onset of the Parkinson's disease tremors i...

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Publication status:
Published

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Publisher copy:
10.1142/S0129065710002292

Authors


Warwick, K More by this author
Gasson, MN More by this author
Burgess, JG More by this author
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Journal:
International journal of neural systems
Volume:
20
Issue:
2
Pages:
109-116
Publication date:
2010-04-05
DOI:
EISSN:
1793-6462
ISSN:
0129-0657
URN:
uuid:e266c14a-d1ff-4ba8-9e10-9570f07868dc
Source identifiers:
149366
Local pid:
pubs:149366

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