Personal Health Information Leak Prevention in Heterogeneous Texts
نویسندگان
چکیده
We built a system which prevents leaks of personal health information inadvertently disclosed in heterogeneous text data . The system works with free-form texts. We empirically tested the system on files gathered from peer-to-peer file exchange networks. This study presents our text analysis apparatus. We discuss adaptation of lexical sources used in medical, scientific, domain for analysis of personal health information.
منابع مشابه
نیاز اطلاعاتی و رفتار اطلاعیابی پرستاران: مروری بر مطالعات انجام شده در جهان
Purpose: This study was carried out to assess the information seeking behavior among nurses and to recognize their information needs through analysis of research papers published in this field in international journals. Methodology: Citation analysis was used. The population under study included the articles in the field of nurses’ information seeking behavior, which were indexed in databases ...
متن کاملAn Activity Theory Approach to Leak Detection and Mitigation in Personal Health Information (PHI)
The migration to Electronic Health Records (EHR) has raised issues with respect to security and privacy. One such issue that has become a concern for the healthcare providers, insurance companies and pharmacies is Patient Health Information (PHI) leak. Borrowing from Document Control Domain (DCD) literature, in this paper, we develop a methodology for detection and mitigation of PHI leaks by em...
متن کاملEvaluation Measures for Detection of Personal Health Information
Texts containing personal health information reveal enough data for a third party to be able to identify an individual and his health condition. Detection of personal health information in electronic health records is an essential part of record deidentification. Performance evaluation in use today focuses on method’s ability to identify whether a word reveals personal health information or not...
متن کاملبررسی تأثیر عوامل فردی بر رفتار اطلاعیابی سلامت بیماران دیابتی
Introduction: Since Health Information Seeking Behavior (HISB) is a psychological phenomenon like every other human behavior, it seems that personal characteristics of patients affect this behavior. On the other hand, appropriate health information seeking behavior can fasten disease healing presses or their prevention. The aim of this study was to examine the effect of personal factors HISB of...
متن کاملPoster: High Performance Data Leak Detection
Data leaks on personal computers and organization networks may be caused by mistakes of users (e.g., accidentally sending sensitive documents to a wrong recipient), stolen laptops, malicious insiders, and infection with malicious software. Preventing data leaks typically require a suite of security technologies, including firewalls and intrusion detection/prevention systems at the network, as w...
متن کامل