The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection

BackgroundQuality patient care requires comprehensive health care data from a broad set of sources. However, missing data in medical records and matching field selection are 2 real-world challenges in patient-record linkage. ObjectiveIn this study, we aimed to evaluate the extent to which incorporat...

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主要な著者: Xiaochun Li (著者), Huiping Xu (著者), Shaun Grannis (著者)
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出版事項: JMIR Publications, 2022-09-01T00:00:00Z.
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