| Presentation | 2007-01-30 An Annotation Method of Clinical Texts using a Medical Ontology Motoyuki TAKAAI, Hiroshi MASUICHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a novel approach to relate linguistic expressions in text to ontology. We use a Japanese parser based on Lexical Functional Grammar to analyze text and add syntactic features to each expression in the text, and the rule-based matching system called "Transfer" to detect the ontology concepts that match the expressions using the syntactic information. The approach can make an ambiguous matching between the expressions and the concepts in a robust way. The approach is also efficient because it does not require any logical formula or high-order predicate calculus. We applied the approach to diagnostic imaging reports in the clinical domain, and implemented a trial system that can relate the technical terms and expressions in the clinical reports to medical ontology concepts. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Medical Ontology / Clinical Text / Lexical Functional Grammar / Text Annotation |
| Paper # | NLC2006-80 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2007/1/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Annotation Method of Clinical Texts using a Medical Ontology |
| Sub Title (in English) | |
| Keyword(1) | Medical Ontology |
| Keyword(2) | Clinical Text |
| Keyword(3) | Lexical Functional Grammar |
| Keyword(4) | Text Annotation |
| 1st Author's Name | Motoyuki TAKAAI |
| 1st Author's Affiliation | Corporate Research Group, Fuji Xerox Co., Ltd.() |
| 2nd Author's Name | Hiroshi MASUICHI |
| 2nd Author's Affiliation | Corporate Research Group, Fuji Xerox Co., Ltd. |
| Date | 2007-01-30 |
| Paper # | NLC2006-80 |
| Volume (vol) | vol.106 |
| Number (no) | 517 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |