| Presentation | 1994/12/16 A diagnosis knowledge acquisition of chronic liver disease with neural network and statistical method Masamitu Murakami, Koji Oguri, Akira Iwata, Toshiaki Fukatsu, Kazunobu Yamauchi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We developed a dicision support system to make seven classifications of chronic liver diseases by neural network and statistics method.The input data were decided to analyze the results of the questionnare surveys and Mann Whitney Tests.A back propagation neural network was designed to diagnose between the chronical disease or not.The output of a neural network are checked by a medical rule base.The network architecture had constructed each disease.Network inputs are consisted within 29 laboratory data per 330 patient cases.After being trained the system classified chronic liver diseases correctly in 268 of 330 cases(81.2%).When sufficiently sophisticated,this system may significantly improve the analysis of chronic liver disease. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / knowledge acquisition / diagnosis support / chronic liver |
| Paper # | MBE94-98 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1994/12/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Secretary | |
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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 diagnosis knowledge acquisition of chronic liver disease with neural network and statistical method |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | knowledge acquisition |
| Keyword(3) | diagnosis support |
| Keyword(4) | chronic liver |
| 1st Author's Name | Masamitu Murakami |
| 1st Author's Affiliation | Nagoya Institute of Technology() |
| 2nd Author's Name | Koji Oguri |
| 2nd Author's Affiliation | Aichi Pref.University |
| 3rd Author's Name | Akira Iwata |
| 3rd Author's Affiliation | Nagoya Institute of Technology |
| 4th Author's Name | Toshiaki Fukatsu |
| 4th Author's Affiliation | School of Med.,Nagoya University |
| 5th Author's Name | Kazunobu Yamauchi |
| 5th Author's Affiliation | School of Med.,Nagoya University |
| Date | 1994/12/16 |
| Paper # | MBE94-98 |
| Volume (vol) | vol.94 |
| Number (no) | 416 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |