| Presentation | 2003/3/8 A Rule Discovery Support System for Sequential Medical Data : In the Case Study of a Chronic Hepatitis Dataset Miho OHSAKI, Yoshinori SATO, Shinya KITAGUCHI, Hideto YOKOI, Takahira YAMAGUCHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This research aims to obtain medically vaulable rules and knowledge on pre-/post-processing and the interaction between system and human expert using the data of medical test results on chronic hepatitis. We developed the system based on the combination of pattern extraction with clustering and classification with decision tree and generated graph-based rules to predict prognosis. As the result, the human expert could make and justify the hypothesis on GPT through the iterative interaction. Finally, this paper shows the conceptual model of interaction and discuss on how to systemize the semi-automatic interaction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Time Series / Clinical Data / Interaction between System and Human Expert / Rule Refinement |
| Paper # | AI2002-81 |
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| Committee | AI |
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| Conference Date | 2003/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Rule Discovery Support System for Sequential Medical Data : In the Case Study of a Chronic Hepatitis Dataset |
| Sub Title (in English) | |
| Keyword(1) | Time Series |
| Keyword(2) | Clinical Data |
| Keyword(3) | Interaction between System and Human Expert |
| Keyword(4) | Rule Refinement |
| 1st Author's Name | Miho OHSAKI |
| 1st Author's Affiliation | Faculty of Information, Shizuoka University:Graduate School of Information, Sizuoka University() |
| 2nd Author's Name | Yoshinori SATO |
| 2nd Author's Affiliation | Faculty of Information, Shizuoka University:Graduate School of Information, Sizuoka University |
| 3rd Author's Name | Shinya KITAGUCHI |
| 3rd Author's Affiliation | Faculty of Information, Shizuoka University:Graduate School of Information, Sizuoka University |
| 4th Author's Name | Hideto YOKOI |
| 4th Author's Affiliation | Department of Medical Informatics, Chiba University Hospital |
| 5th Author's Name | Takahira YAMAGUCHI |
| 5th Author's Affiliation | Faculty of Information, Shizuoka University:Graduate School of Information, Sizuoka University |
| Date | 2003/3/8 |
| Paper # | AI2002-81 |
| Volume (vol) | vol.102 |
| Number (no) | 711 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |