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Add function for quality assessment #58

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AshlinHarris opened this issue May 10, 2022 · 0 comments
Open

Add function for quality assessment #58

AshlinHarris opened this issue May 10, 2022 · 0 comments

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@AshlinHarris
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AshlinHarris commented May 10, 2022

Some topics and examples from Wu et al1:

  • Attribute domain constraints (negative pulse oximetry value?)
  • Relational integrity rules (multiple primary keys for a patient?)
  • Historical data rules (same format over time?)
  • State-dependent rules (records after time of death?)
  • Attribute dependency rules (pregnancy in males?)

Footnotes

  1. Wu, Hulin, Jose Miguel Yamal, Ashraf Yaseen, and Vahed Maroufy, eds. Statistics and Machine Learning Methods for EHR Data: From Data Extraction to Data Analytics. CRC Press, 2020.

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