{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,4,22]],"date-time":"2024-04-22T21:52:25Z","timestamp":1713822745238},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,6]]},"abstract":"<jats:p>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\u2019s 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.<\/jats:p>","DOI":"10.3233\/shti220153","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:33:08Z","timestamp":1654594388000},"source":"Crossref","is-referenced-by-count":4,"title":["Protected Health Information Recognition of Unstructured Code-Mixed Electronic Health Records in Taiwan"],"prefix":"10.3233","author":[{"given":"You-Qian","family":"Lee","sequence":"first","affiliation":[{"name":"Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University Science and Technology, Kaohsiung, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo-Hong","family":"Wang","sequence":"additional","affiliation":[{"name":"Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University Science and Technology, Kaohsiung, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chu-Hsien","family":"Su","sequence":"additional","affiliation":[{"name":"Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pei-Tsz","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering, Feng Chia University, Taichung, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wu-Qing","family":"Lin","sequence":"additional","affiliation":[{"name":"Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University Science and Technology, Kaohsiung, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chi-Shin","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong-Jie","family":"Dai","sequence":"additional","affiliation":[{"name":"Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University Science and Technology, Kaohsiung, Taiwan R.O.C."},{"name":"National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan R.O.C."},{"name":"School of Post-Baccalaureate Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan R.O.C."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2021: One World, One Health \u2013 Global Partnership for Digital Innovation"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220153","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:33:09Z","timestamp":1654594389000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220153"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220153","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,6]]}}}