| An automated data pattern translation process for medical data mining. | |
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MedLine Citation:
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PMID: 17911784 Owner: NLM Status: MEDLINE |
Abstract/OtherAbstract:
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This paper describes the development and application of a medical pattern evaluation methodology. The ADAPT process aims to facilitate the increased use of data mining technologies in medicine by providing a method of translating the language of data mining outputs into that of the medical domain. The research behind this work was developed in response to issues raised both in the literature and in public forums regarding the difficulty of adapting data mining technologies for the unique needs of the medical domain. This paper also responds to the need for automated systems to reflect the methodologies and processes applied in the management and analysis of medical data. The solution presented here shows promise as a method of providing a bridge between traditional data mining and the needs of medical domain users. |
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Authors:
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Anna Shillabeer |
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Publication Detail:
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Type: Journal Article |
Journal Detail:
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Title: Studies in health technology and informatics Volume: 129 ISSN: 0926-9630 ISO Abbreviation: Stud Health Technol Inform Publication Date: 2007 |
Date Detail:
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Created Date: 2007-10-03 Completed Date: 2007-11-28 Revised Date: 2008-07-10 |
Medline Journal Info:
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Nlm Unique ID: 9214582 Medline TA: Stud Health Technol Inform Country: Netherlands |
Other Details:
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Languages: eng Pagination: 586-90 Citation Subset: T |
Affiliation:
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Department of Informatics and Engineering, Flinders University of South Australia, Australia. anna.shillabeer@infoeng.flinders.edu.au |
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| MeSH Terms | |
Descriptor/Qualifier:
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Automatic Data Processing* Decision Making, Computer-Assisted* Informatics Information Storage and Retrieval / methods* |
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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