| Presentation | 1996/1/27 Disease categorization from essensial laboratory tests by neural network Saori Takeoka, 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) | It is possible that we cannot do without essensial laboratory tests, and these tests are an important part in the diagnosis, treatment, and prognosis. We tested disease classification from the results of the early stages of essensial laboratory tests, and thought up the system using neural network which use the essensial laboratory tests as traininig data. This system consists of 30 sets of labotatory data, and two other sets with ages and sexes. This test data which include definite diagnosis were ten classifications of disease: 9 specified kind of diseases and another one. Our result shows that in 80.81% of all cases were classified using this system, and autoclassification was possible, duplicated diseases included. When sufficiently sophisticated, this system may significantly improve the tageting of the following individual organ system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | essensial laboratory data / nueral network / duplicated diseases |
| Paper # | MBE95-151 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1996/1/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Disease categorization from essensial laboratory tests by neural network |
| Sub Title (in English) | |
| Keyword(1) | essensial laboratory data |
| Keyword(2) | nueral network |
| Keyword(3) | duplicated diseases |
| 1st Author's Name | Saori Takeoka |
| 1st Author's Affiliation | Nagoya Inst. of Tech.() |
| 2nd Author's Name | Koji Oguri |
| 2nd Author's Affiliation | Aichi Pref. Univ. |
| 3rd Author's Name | Akira Iwata |
| 3rd Author's Affiliation | Nagoya Inst. of Tech. |
| 4th Author's Name | Toshiaki Fukatsu |
| 4th Author's Affiliation | Nagoya Univ. School of Med. |
| 5th Author's Name | Kazunobu Yamauchi |
| 5th Author's Affiliation | Nagoya Univ. School of Med. |
| Date | 1996/1/27 |
| Paper # | MBE95-151 |
| Volume (vol) | vol.95 |
| Number (no) | 501 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |