Mining electronic medical records for patient care patterns
Nashville, TN（2009）
摘要
A novel approach for generating full Electronic Medical Records of synthetic victims is described. Special emphasis is put on the data mining steps that build patient care models and perform clustering of this highly dimensional data set. A methodology for cluster validation is proposed. Results for a large data set with Staphylococcus aureus and Methicillin-Resistant Staphylococcus aureus infections are presented.
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关键词
data mining,diseases,medical computing,medical information systems,patient care,pattern clustering,data mining,dimensional data set clustering,disease surveillance system,electronic medical record mining,patient care pattern model,synthetic victim
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