Paper Info
Title
Automatic home medical product recommendation.
Abstract
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.
Year
DOI
Venue
2012
10.1007/s10916-010-9483-2
J. Medical Systems
Keywords
DocType
Volume
concrete application,automatic home medical product,intelligent phr,home medical product,automatic home,new application domain,treatment knowledge,usmle medical exam case,nursing knowledge,search engine · language model · personal health record · home medical product · nursing knowledge,medical product recommendation,web page
Journal
36
Issue
ISSN
Citations 
2
0148-5598
9
PageRank 
References 
Authors
0.76
13
3
Name
Order
Citations
PageRank
Gang Luo174144.73
Selena B Thomas2221.87
Chunqiang Tang3128775.09