J Med Syst - Automatic home medical product recommendation.

Tópicos

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{ patient(2837) hospit(1953) medic(668) }
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{ age(1611) year(1155) adult(843) }
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Resumo

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.

Resumo Limpo

webbas person health record phrs wide deploy improv phrs capabl usabl propos concept intellig phr iphr paper use automat home medic product recommend concret applic demonstr benefit introduc intellig phrs new applic domain develop sever techniqu address emerg challeng approach use treatment knowledg nurs knowledg extend languag model method construct topicselect input interfac recommend home medic product produc global rank web page retriev multipl queri provid divers search result demonstr effect techniqu use usml medic exam case

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