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All data files in the Repository are 'de identified', meaning that names and other identifying fields are not available, but unique (scrambled) identifiers are used to allow linkage across files and follow up over time.
The other method, pseudonymization, is implemented by replacing the most identifying fields within a data record using one or more artificial identifiers that could be used by authorized personnel to track down the real identity of the patient.
Privitar Publisher, "takes sensitive data and applies a privacy policy to create an anonymised copy which can safely be used for investigative analytics, machine learning, and sharing with trusted parties" by way of tokenization and encryption of identifying fields.
In cases where accounts have less than 5,000 followers, Twitter said that it has hashed identifying fields like user ID and screen name in the public files linked today.
Fieldworkers recorded and stored household data without any identifying fields, ensuring confidentiality of the respondents.
Patients are identified by one or more pseudonyms and carry identifying fields.
Similar(51)
For direct seeding in N-deficient farming systems, landscape criteria may prove useful for minimizing production risks by identifying field areas with lower SP rates.
Each had identifying field (or microchip) codes, but, to ensure blind analysis of the DNA, no information regarding location or pelage coloration accompanied the samples.
Peter Hoyt and Paul Houle developed a Perl script that examines the database structure, identifies fields that contain user identifiers, and maps them from the old to new server.
We're struggling to find and identify fields for them to play".
These identified fields reveal a research landscape for transportation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com