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Study participants are de-identified by auto-assigned alphanumeric identifiers.
The data are de-identified by replacing the personal identifier with a serial number before the annual submission to the NIPH.
All data are de-identified at this point and only identifiable within the database by specific study number.
All data are de-identified.
The data involved are "de-identified"—meaning they cannot immediately be traced to a specific individual.
Responses are de-identified — MIT and Kerberos IDs removed from students' responses and maintained separately by IS&T for the Registrar's Office — before reports are released each term.
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Findings were de-identified and broad themes were identified.
EEG files were de-identified and randomised before annotation.
All samples were obtained using locally approved informed consent and were de-identified.
Data was de-identified for analysis.
All data were de-identified for statistical analysis.
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