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Checking Questionable Entry of Personally Identifiable Information Encrypted by One-Way Hash Transformation.

Xianlai ChenYang C FannMatthew McAuliffeDavid VismerRong Yang
Published in: JMIR medical informatics (2017)
The GUID system has high error tolerance and may correctly identify and associate a subject even with few PII field errors. Correct data entry, especially required PII fields, is critical to avoiding false splits. In the context of one-way hash transformation, the questionable input of PII may be identified by applying set theory operators based on the hash codes. The count and the type of incorrect PII fields play an important role in identifying a subject and locating questionable PII fields.
Keyphrases
  • emergency department
  • healthcare
  • health information
  • deep learning
  • social media