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EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research.

Tianrun CaiLuwan ZhangNicole YangKanako K KumamaruFrank J RybickiTianxi CaiKatherine P Liao
Published in: BMC medical informatics and decision making (2019)
EXTEND is an efficient, flexible tool that uses knowledge-based rules to extract clinical numerical parameters with high accuracy. By increasing dictionary terms and developing new rules, the usage of EXTEND can easily be expanded to extract additional numerical data important in clinical outcomes research.
Keyphrases
  • electronic health record
  • oxidative stress
  • big data
  • healthcare
  • anti inflammatory