A temporal pattern mining approach for classifying electronic health record data
نویسندگان
چکیده
منابع مشابه
A A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data
We study the problem of learning classification models from complex multivariate temporal data encountered in electronic health record systems. The challenge is to define a good set of features that are able to represent well the temporal aspect of the data. Our method relies on temporal abstractions and temporal pattern mining to extract the classification features. Temporal pattern mining usu...
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One of the prevalent applications implicated temporal information is Electronic Health Record (EHR) systems. The representation of temporal aspects offers a particular challenge. We need to define a good set of features that are able to represent well the different temporal aspects required in EHR, where data are temporal in nature. This paper focuses on the identification and modeling of tempo...
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ژورنال
عنوان ژورنال: ACM Transactions on Intelligent Systems and Technology
سال: 2013
ISSN: 2157-6904,2157-6912
DOI: 10.1145/2508037.2508044