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Assessing the performance of the Asian/Pacific islander identification algorithm to infer Hmong ethnicity from electronic health records in California.

May Ying N LyKatherine K KimSusan L Stewart
Published in: BMJ open (2019)
The high sensitivity of the NAPIIA indicates its effectiveness in detecting Hmong ethnicity. The applicability of the NAPIIA to a multitude of Asian subgroups can advance Asian health disparity research by enabling researchers to disaggregate Asian data and unmask health challenges of different Asian subgroups.
Keyphrases
  • electronic health record
  • healthcare
  • public health
  • mental health
  • machine learning
  • systematic review
  • clinical decision support
  • deep learning
  • big data
  • social media