Healthcare information systems: data mining methods in the creation of a clinical recommender system
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Cites background from "Healthcare information systems: dat..."
...…to optimize INTERNATIONAL JOURNAL OF DIGITAL EARTH 17 product placement, analyze customer transaction and market structure, develop personalized product recommendation systems, manage risks and support timely business decisions (Bryant, Katz, and Lazowska 2008; Hsu 2008; Duan, Street, and Xu 2011)....
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486 citations
Cites methods from "Healthcare information systems: dat..."
...These quantitative data can be used to do clinical text mining, predictive modeling [119], survival analysis, patient similarity analysis [120], and clustering, to improve care treatment [121] and reduce waste....
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415 citations
References
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"Healthcare information systems: dat..." refers background in this paper
...The interest in this problem-rich area is high because this research has a myriad of practical applications (Adomavicius and Tuzhilin 2005) that help users deal with a plethora of information by providing personalised recommendations, content, and services in compact lists....
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9,314 citations
"Healthcare information systems: dat..." refers methods in this paper
...Here, we use the commonly used measurements for association rules, such as support, confidence and lift (Han 2005), to construct the ranking list....
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5,686 citations