| Presentation | 1994/1/27 Development of a diagnosis support system for motor functional disorders in upper limb using Neural Network Minoru Motoki, Tomohiro Nagao, Nobuki Murayama, Chikako Okumura, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have already developed a measurement system with a personal computer and a digitizer estimating quantitatively for a motor function in upper limb,and proposed some parameters which are effective for quantitative analysis of motor function.The purpose of this research is to develop a diagnosis support system by Neural Network,using these parameters.We used six parameters as the input of the feed-forward Neural Network which can learn,and made the Network distinguish normal adult subjects and patients with Spino-cerebellar degeneration(SCD).After the learnig,we made the network diagnose 54 normal adults and 12 SCD patients,the network could diagnose correctly 53 normals and all SCD patients. This result shows the efficency of this diagnosis support system using Neural Network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | diagnosis support system / Neural Network / Spino-cerebeller degereration(SCD) |
| Paper # | MBE93-107 |
| Date of Issue |
| Conference Information | |
| Committee | MBE |
|---|---|
| Conference Date | 1994/1/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of a diagnosis support system for motor functional disorders in upper limb using Neural Network |
| Sub Title (in English) | |
| Keyword(1) | diagnosis support system |
| Keyword(2) | Neural Network |
| Keyword(3) | Spino-cerebeller degereration(SCD) |
| 1st Author's Name | Minoru Motoki |
| 1st Author's Affiliation | Department of Electrical Engineering&Comuter Science,Faculty of Engineering,Kumamoto University() |
| 2nd Author's Name | Tomohiro Nagao |
| 2nd Author's Affiliation | Department of Electrical Engineering&Comuter Science,Faculty of Engineering,Kumamoto University |
| 3rd Author's Name | Nobuki Murayama |
| 3rd Author's Affiliation | Department of Electrical Engineering&Comuter Science,Faculty of Engineering,Kumamoto University |
| 4th Author's Name | Chikako Okumura |
| 4th Author's Affiliation | Kumamoto Kino Hospital |
| Date | 1994/1/27 |
| Paper # | MBE93-107 |
| Volume (vol) | vol.93 |
| Number (no) | 448 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |