Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping.

Nicholas C Wan, Ali A Yaqoob,Henry H Ong,Juan Zhao,Wei-Qi Wei

Journal of the American Medical Informatics Association : JAMIA(2023)

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摘要
Resources comprising the PheMAP produce different phenotyping performance when implemented individually. The ensemble method significantly improves the quality of PheMAP by fully utilizing dissimilar resources to capture accurate phenotyping data from EHRs.
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关键词
electronic health records,high-throughput phenotyping,natural language processing,online health information
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