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The 2018 Verizon Protected Health Information Data Breach Report (PHIDBR) examined 27 countries and 1368 incidents, detailing that the focus of healthcare breaches was mainly the patients, their identities, health histories, and treatment plans. According to HIPAA, 255.18 million people were affected from 3051 healthcare data breach incidents ...
PHI (Protected Health Information) can be present in various data and each format need specific techniques and tools for de-identify it: For Text de-identification is using rule based and NLP (Natural language processing) approaches.
Personal data, also known as personal information or personally identifiable information (PII), [1] [2] [3] is any information related to an identifiable person.. The abbreviation PII is widely used in the United States, but the phrase it abbreviates has four common variants based on personal or personally, and identifiable or identifying.
FHIR provides an alternative to document-centric approaches by directly exposing discrete data elements as services. For example, basic elements of healthcare like patients, admissions, diagnostic reports and medications can each be retrieved and manipulated via their own resource URLs.
Health Insurance Portability and Accountability Act of 1996; Other short titles: Kassebaum–Kennedy Act, Kennedy–Kassebaum Act: Long title: An Act To amend the Internal Revenue Code of 1986 to improve portability and continuity of health insurance coverage in the group and individual markets, to combat waste, fraud, and abuse in health insurance and health care delivery, to promote the use ...
In statistics, the phi coefficient (or mean square contingency coefficient and denoted by φ or r φ) is a measure of association for two binary variables.. In machine learning, it is known as the Matthews correlation coefficient (MCC) and used as a measure of the quality of binary (two-class) classifications, introduced by biochemist Brian W. Matthews in 1975.
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An 834 file contains a string of data elements, with each representing a fact, such as a subscriber’s name, hire date, etc. The entire string is called a transaction set. The 834 is used to transfer enrollment information from the sponsor of the insurance coverage, benefits, or policy to a payer.