| Automatic home medical product recommendation. | |
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MedLine Citation:
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PMID: 20703712 Owner: NLM Status: In-Data-Review |
Abstract/OtherAbstract:
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Web-based personal health records (PHRs) are being widely deployed. To improve PHR's capability and usability, we proposed the concept of intelligent PHR (iPHR). In this paper, we use automatic home medical product recommendation as a concrete application to demonstrate the benefits of introducing intelligence into PHRs. In this new application domain, we develop several techniques to address the emerging challenges. Our approach uses treatment knowledge and nursing knowledge, and extends the language modeling method to (1) construct a topic-selection input interface for recommending home medical products, (2) produce a global ranking of Web pages retrieved by multiple queries, and (3) provide diverse search results. We demonstrate the effectiveness of our techniques using USMLE medical exam cases. |
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Authors:
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Gang Luo; Selena B Thomas; Chunqiang Tang |
Publication Detail:
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Type: Journal Article Date: 2010-04-21 |
Journal Detail:
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Title: Journal of medical systems Volume: 36 ISSN: 0148-5598 ISO Abbreviation: J Med Syst Publication Date: 2012 Apr |
Date Detail:
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Created Date: 2012-03-27 Completed Date: - Revised Date: - |
Medline Journal Info:
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Nlm Unique ID: 7806056 Medline TA: J Med Syst Country: United States |
Other Details:
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Languages: eng Pagination: 383-98 Citation Subset: IM |
Affiliation:
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IBM T.J. Watson Research Center, 19 Skyline Drive, Hawthorne, NY, 10532, USA, luog@us.ibm.com. |
Export Citation:
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Descriptor/Qualifier:
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From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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