Protected Health Information Recognition by Fine-Tuning a Pre-training Transformer Model [PDF]
Healthcare Informatics Research, 2022 Objectives De-identifying protected health information (PHI) in medical documents is important, and a prerequisite to de-identification is the identification of PHI entity names in clinical documents.
Seo Hyun Oh, Min Kang, Youngho Lee
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An Efficient Method for Deidentifying Protected Health Information in Chinese Electronic Health Records: Algorithm Development and Validation [PDF]
JMIR Medical Informatics, 2022 BackgroundWith the popularization of electronic health records in China, the utilization of digitalized data has great potential for the development of real-world medical research.
Peng Wang +10 more
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Use of Patients’ Protected Health Information to Solicit Hospital Funds: How did This Practice Come About? [PDF]
Journal of Patient Experience, 2022 Modifications to Health Insurance Portability and Accountability Act (HIPAA) have allowed for the disclosure of patient protected health information (PHI) for the purpose of hospital fundraising.
Uma V Mahajan BS +3 more
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Evaluation of Causes of Protected Health Information Breaches. [PDF]
JAMA Intern Med, 2019 This study evaluates the internal and external sources of and preventive steps for data breaches in health care organizations from 2009 to 2017.
Jiang JX, Bai G.
europepmc +3 more sources
Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes [PDF]
npj Digital Medicine, 2020 There is a great and growing need to ascertain what exactly is the state of a patient, in terms of disease progression, actual care practices, pathology, adverse events, and much more, beyond the paucity of data available in structured medical record ...
Beau Norgeot +13 more
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Applied Sciences, 2021 For the secondary use of clinical documents, it is necessary to de-identify protected health information (PHI) in documents. However, the difficulty lies in the fact that there are few publicly annotated PHI documents.
Min Kang, Kye Hwa Lee, Youngho Lee
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Social Sciences and Humanities Open, 2022 The authors explore the value that protected areas contribute to society and how an increase in protected areas would contribute to an increase in value. While protected areas contribute a wide range of benefits to a variety of stakeholders, focus within
Alaire Davis +2 more
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Protected Health Information on Social Networking Sites: Ethical and Legal Considerations
Journal of Medical Internet Research, 2011 BackgroundSocial networking site use is increasingly common among emerging medical professionals, with medical schools even reporting disciplinary student expulsion. Medical professionals who use social networking sites have unique responsibilities since
Thompson, Lindsay A +5 more
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Data breaches of protected health information in the United States. [PDF]
JAMA, 2015 Reports of data breaches have increased during the past decade.1,2 Compared with other industries, these breaches are estimated to be the most costly in health care; however, few studies have detailed their characteristics and scope ...
Liu V, Musen MA, Chou T.
europepmc +4 more sources
Automatic detection of protected health information from clinic narratives. [PDF]
J Biomed Inform, 2015 Yang H, Garibaldi JM.
europepmc +2 more sources