지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2015.1
- 수록면
- 7 - 15 (9page)
이용수
초록· 키워드
오류제보하기
De-identification of personal health information is essential in order not to require writtenpatient informed consent. Previous de-identification methods were proposed using naturallanguage processing technology in order to remove the identifiers in clinical narrative text,although these methods only focused on narrative text written in English. In this study, wepropose a regular expression-based de-identification method used to address bilingualclinical records written in Korean and English. To develop and validate regular expressionrules, we obtained training and validation datasets composed of 6,039 clinical notes of 20types and 5,000 notes of 33 types, respectively. Fifteen regular expression rules wereconstructed using the development dataset and those rules achieved 99.87% precision and96.25% recall for the validation dataset. Our de-identification method successfullyremoved the identifiers in diverse types of bilingual clinical narrative texts. This method willthus assist physicians to more easily perform retrospective research.
목차
등록된 정보가 없습니다.
참고문헌 (39)
참고문헌 신청
The Office of the National Coordinator for Health Information / Update on the adoption of health information technology and related efforts to facilitate the electronic use and exchange of health information
Yoon D / 2012 / Adoption of electronic health records in Korean tertiary teaching and general hospitals / Int J Med Inform 81:196~203
Fuad A / 2012 / High rate EHR adoption in Korea and health IT rise in Asia / Int J Med Inform 81:649~650
류현정 / 2010 / Asan Medical Information System for Healthcare Quality Improvement / Healthcare Informatics Research 16(3):191~197
Embi PJ / 2009 / Biomedical informatics and outcomes research : enabling knowledge-driven health care / Circulation 120:2393~2399
Yoon D / 2012 / Adoption of electronic health records in Korean tertiary teaching and general hospitals / Int J Med Inform 81:196~203
Fuad A / 2012 / High rate EHR adoption in Korea and health IT rise in Asia / Int J Med Inform 81:649~650
류현정 / 2010 / Asan Medical Information System for Healthcare Quality Improvement / Healthcare Informatics Research 16(3):191~197
Embi PJ / 2009 / Biomedical informatics and outcomes research : enabling knowledge-driven health care / Circulation 120:2393~2399
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