| Presentation | 2000/12/1 A Discrimination System of Tremor Disease Using the Neural Network Ryoichi KOYAMA, Miyoko TERANISHI, Yoshinobu MATUMOTO, Masato TAMURA, Ichiro FUKUMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have tried to make a discrimination supporting system of tremor disease(mainly Parkinson's disease) by Neural network. Becuase different tremor disease are characterized by different type of tremor, we have used input data as out parameters since they could express the difference. Moreover, significant difference at peakedness between Parkinson's disease and Essential tremor syndromes was found within the process of looking for new useful parameters. As the peakedness was added to the input data, we have got a percentage of correct answers of 75.0%, and maximum rage of 10.0% and a mean rage of 5%. Therefore, it is suggested that the peakedness is useful for the discrimination and that there are possibilities of establishing a discrimination system of tremor disease by Neural network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parkinson's disease / tremor / Neural network / peakedness / Essential tremor |
| Paper # | MBE2000-113 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2000/12/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Discrimination System of Tremor Disease Using the Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Parkinson's disease |
| Keyword(2) | tremor |
| Keyword(3) | Neural network |
| Keyword(4) | peakedness |
| Keyword(5) | Essential tremor |
| 1st Author's Name | Ryoichi KOYAMA |
| 1st Author's Affiliation | Institute of Biomedical Engineering, Nagaoka University of Technology() |
| 2nd Author's Name | Miyoko TERANISHI |
| 2nd Author's Affiliation | Institute of Biomedical Engineering, Nagaoka University of Technology |
| 3rd Author's Name | Yoshinobu MATUMOTO |
| 3rd Author's Affiliation | RI center, Nagaoka University of Technology |
| 4th Author's Name | Masato TAMURA |
| 4th Author's Affiliation | Clinical Neurology, Nihon University School of Medicine |
| 5th Author's Name | Ichiro FUKUMOTO |
| 5th Author's Affiliation | Institute of Biomedical Engineering, Nagaoka University of Technology |
| Date | 2000/12/1 |
| Paper # | MBE2000-113 |
| Volume (vol) | vol.100 |
| Number (no) | 489 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |