Prediction of Parkinson's disease tremor onset using artificial neural networks
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...
| Main Authors: | , , , , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2007
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| _version_ | 1797106066665766912 |
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| author | Pan, S Warwick, K Stein, J Gasson, M Wang, S Aziz, T Burgess, J |
| author_facet | Pan, S Warwick, K Stein, J Gasson, M Wang, S Aziz, T Burgess, J |
| author_sort | Pan, S |
| collection | OXFORD |
| description | 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. |
| first_indexed | 2024-03-07T06:56:24Z |
| format | Journal article |
| id | oxford-uuid:fe488f35-9e28-40c3-8dd8-c0fe10642b01 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T06:56:24Z |
| publishDate | 2007 |
| record_format | dspace |
| spelling | oxford-uuid:fe488f35-9e28-40c3-8dd8-c0fe10642b012022-03-27T13:35:11ZPrediction of Parkinson's disease tremor onset using artificial neural networksJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:fe488f35-9e28-40c3-8dd8-c0fe10642b01EnglishSymplectic Elements at Oxford2007Pan, SWarwick, KStein, JGasson, MWang, SAziz, TBurgess, JIn 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. |
| spellingShingle | Pan, S Warwick, K Stein, J Gasson, M Wang, S Aziz, T Burgess, J Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title | Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title_full | Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title_fullStr | Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title_full_unstemmed | Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title_short | Prediction of Parkinson's disease tremor onset using artificial neural networks |
| title_sort | prediction of parkinson s disease tremor onset using artificial neural networks |
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