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- W2550935892 abstract "In China, the rapid development of medical informatization and the increasing public health awareness greatly stimulate the growth of Electronic Physical Records (EPR). This paper focuses on analyzing and mining electronic physical records to provide constructive suggestions for people's lifestyles using data of thirty thousand individual records in 2009 within the nine-month period from April to December, at China-Japan Union Hospital of Jilin University. During the analyzing process, numerous challenges were faced such as data storage, data noise and data incompletion etc. Thus we designed a framework as the resolution to these problems, and utilized data mining methods including association rules to find the characteristics of all ages in Changchun and gained some satisfactory results such as the abnormal BMI increasing with age. We also utilized the community discovery algorithm to explore the relationship between abnormal physical indicators. However, the result is not satisfactory and the module cant even reach 0.1. To solve the problem of information isolation in China, we also implement a data platform." @default.
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- W2550935892 date "2016-08-18" @default.
- W2550935892 modified "2023-09-24" @default.
- W2550935892 title "Mining electronic physical records, a trial" @default.
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- W2550935892 doi "https://doi.org/10.5555/3192424.3192621" @default.
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