國家衛生研究院 NHRI:Item 3990099045/14366
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    Please use this identifier to cite or link to this item: http://ir.nhri.org.tw/handle/3990099045/14366


    Title: Protected health information recognition of unstructured code-mixed electronic health records in Taiwan
    Authors: Lee, YQ;Wang, BH;Su, CH;Chen, PT;Lin, WQ;Wu, CS;Dai, HJ
    Contributors: National Institute of Cancer Research
    Abstract: Electronic health records (EHRs) at medical institutions provide valuable sources for research in both clinical and biomedical domains. However, before such records can be used for research purposes, protected health information (PHI) mentioned in the unstructured text must be removed. In Taiwan's EHR systems the unstructured EHR texts are usually represented in the mixing of English and Chinese languages, which brings challenges for de-identification. This paper presented the first study, to the best of our knowledge, of the construction of a code-mixed EHR de-identification corpus and the evaluation of different mature entity recognition methods applied for the code-mixed PHI recognition task.
    Date: 2022-06-06
    Relation: Studies in Health Technology and Informatics. 2022 Jun 6;290:627-631.
    Link to: http://dx.doi.org/10.3233/shti220153
    Cited Times(Scopus): https://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=85131472752
    Appears in Collections:[Others] Periodical Articles

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