Towards natural language interface framework for automated medical analysis
Constructing a practical medical data analysis system for real-life scenario remains challenging. While the development of various medical data analysis algorithms is rapidly advancing, it has not been matched by the development of a feasible, practical application framework for their implementation...
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| creator | Sebastian, Y. Loh, B.C.S. Then, P.H.H. |
| description | Constructing a practical medical data analysis system for real-life scenario remains challenging. While the development of various medical data analysis algorithms is rapidly advancing, it has not been matched by the development of a feasible, practical application framework for their implementation. In this paper, we introduce a medical data analysis framework based on natural language QA interface to structured medical data sources. We demonstrate that the complexities of performing medical data analyses can be simplified into question answering framework. Utilizing standard medical vocabularies, two hypothetical clinical questions are interpreted and the required analytics are automatically performed to produce textual and non-textual data for clinicians. |
| doi_str_mv | 10.1109/ICCSIT.2009.5234782 |
| format | Conference Proceeding |
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While the development of various medical data analysis algorithms is rapidly advancing, it has not been matched by the development of a feasible, practical application framework for their implementation. In this paper, we introduce a medical data analysis framework based on natural language QA interface to structured medical data sources. We demonstrate that the complexities of performing medical data analyses can be simplified into question answering framework. Utilizing standard medical vocabularies, two hypothetical clinical questions are interpreted and the required analytics are automatically performed to produce textual and non-textual data for clinicians.</abstract><pub>IEEE</pub><doi>10.1109/ICCSIT.2009.5234782</doi><tpages>5</tpages></addata></record> |
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| identifier | ISBN: 1424445191 |
| ispartof | 2009 2nd IEEE International Conference on Computer Science and Information Technology, 2009, p.5-9 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | automated medical data analysis Availability Cardiology Data analysis Head Information retrieval natural language interface to database Natural languages Performance analysis Restricted-domain question answering system UMLS concept mapping Unified modeling language Vocabulary |
| title | Towards natural language interface framework for automated medical analysis |
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