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Study on Patient Similarity Measurement Based on Electronic Medical Records.

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作者：

机构： [a]School of Biomedical Engineering, Capital Medical University, Beijing, China [b]Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China [c]Xuanwu Hospital, Capital Medical University, Beijing, China

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摘要：

A comprehensive scheme of patient similarity based on different types of patient features and the corresponding similarity measurements was proposed. Patient similarity was used in building a predictive model where training samples similar to the index patient were selected instead of randomly selected samples. The predictive models using the proposed patient similarity measurement outperformed those using Euclidean distance based similarity and those not using patient similarity.

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第一作者：

第一作者机构： [a]School of Biomedical Engineering, Capital Medical University, Beijing, China [b]Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China

通讯作者：

通讯机构： [a]School of Biomedical Engineering, Capital Medical University, Beijing, China [b]Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China [*1]School of Biomedical Engineering, Capital Medical University, No.10, Xitoutiao, YouAnMen, Fengtai District, Beijing, P.R.China, 100069

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