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A LDS is protected health information that excludes the following direct identifiers of the individual or of relatives, employers, or household members of the individual: Names. Postal address information, other than town or city, State, and zip code.
De-identified data is a data set similar to anonymized data sets, however, a crosswalk table of the de-identified patient identifier and the original patient identifier from the data source is maintained so that the patients can be re-identified in the even that additional data can be extracted for those patients. De-identification of Data for Research Projects UC Davis Health documents pdfs d UC Davis Health documents pdfs d PDF
De-identified data is a data set similar to anonymized data sets, however, a crosswalk table of the de-identified patient identifier and the original patient identifier from the data source is maintained so that the patients can be re-identified in the even that additional data can be extracted for those patients.
De-identification means that a persons identity is no longer apparent or cannot be reasonably ascertained from the information or data. De-identified information is information from which the identifiers about the person have been permanently removed, or where the identifiers have never been included. Fact Sheet - De-identification of personal information nsw.gov.au fact-sheet-de-identification nsw.gov.au fact-sheet-de-identification
Common strategies of de-identification are masking personal identifiers and generalizing quasi-identifiers. Pseudonymization is the main technique used to mask personal identifiers from data records, and k-anonymization is usually adopted for generalizing quasi-identifiers. De-identification - Wikipedia wikipedia.org wiki De-identification wikipedia.org wiki De-identification

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Anonymization and de-identification are often used interchangeably, but de-identification only means that explicit identifiers are hidden or removed, while anonymization implies that the data cannot be linked to identify the patient (i.e. de-identified is often far from anonymous). [13]
In contrast to de-identified protected health information, which is no longer classed as PHI under HIPAA Rules, a limited data set under HIPAA is still identifiable protected information and is still subject to HIPAA Privacy Rule regulations.
De-identified patient data is patient information that has had personally identifiable information (PII; e.g. a persons name, email address, or social security number), including protected health information (PHI; e.g. medical history, test results, and insurance information) removed. De-identified patient data - Toolkit - National Institutes of Health (NIH) nih.gov glossary de-identified-pat nih.gov glossary de-identified-pat

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