| Presentation | 1993/12/14 A Diagnosis Support System of Chronic Liver Disease Using An Artificial Neural Network 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) | A new diagnosis support system of chronic liver disease had been proposed.This system is composed of two steps.One is an artificial neural network steps.A back propagation neural network was designed to diagnose seven classifications of chronic liver diseases:CIH,CAH,LC,HCC,FL,ALD,Normal.The other is a medical rule base step.The output of a neural network are checked by this rule base.The network architecture had constructed each disease.Network inputs are consisted within 26 laboratory data per 187 patient cases.After being trained the system classified chronic liverdiseases correctly in 141 of 187 cases.An accuracy of 75.4% is higher than the averagescore(63.0%)by 5 medical doctors.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 / diagnosis support system / chronic liver discase |
| Paper # | MBE93-98 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1993/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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 Support System of Chronic Liver Disease Using An Artificial Neural Network |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | diagnosis support system |
| Keyword(3) | chronic liver discase |
| 1st Author's Name | Koji Oguri |
| 1st Author's Affiliation | Education center for Information processing Nagoya Institute of Technology() |
| 2nd Author's Name | Akira Iwata |
| 2nd Author's Affiliation | Department of Electrical & Computer Engineering,Nagoya Institute of Technology |
| 3rd Author's Name | Toshiaki Fukatsu |
| 3rd Author's Affiliation | Hospital,Nagoya University |
| 4th Author's Name | Kazunobu Yamauchi |
| 4th Author's Affiliation | Hospital,Nagoya University |
| Date | 1993/12/14 |
| Paper # | MBE93-98 |
| Volume (vol) | vol.93 |
| Number (no) | 375 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |