| 重症监护医学信息数据库隐私保护技术探讨 |
| 投稿时间：2019-07-25 点此下载全文 |
| 引用本文：刘宁远,成福春,冯佳,等.重症监护医学信息数据库隐私保护技术探讨[J].医学信息学杂志,2020,41(2):29-33 |
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| 中文摘要:介绍《健康保险流通与责任法案》（HIPAA）对隐私的定义以及去标识化过程和方法，从属性删除、日期平移、自由文本处理几方面阐述并分析遵循HIPAA原则的重症监护医学信息数据库（MIMIC-III）去标识化及脱敏技术规则制定、应用及改进方面。 |
| 中文关键词:隐私保护 重症监护医学信息数据库 重症监护数据库 去标识化 匿名技术 |
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| Discussion on Privacy Protection Technology of the MIMIC-Ⅲ Database |
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| Abstract:The paper introduces the definition of privacy as well as de-identification process and method in Health Insurance Portability and Accountability Act (HIPAA), elaborates and analyzes the de-identification and formulation, application and improvement of desensitization approach rules of the Medical Information Mart for Intensive Care(MIMIC-III) database conforming to HIPAA principle in terms of attribute removal, date shifting, and free text processing. |
| keywords:privacy protection Medical Information Mart for Intensive Care(MIMIC-III) intensive care database de-identification anonymous technology |
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