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Prediction of white-coat hypertension and white-coat uncontrolled hypertension using machine learning algorithm.

Ling-Chieh ShihYu-Ching WangMing-Hui HungHan ChengYu-Chieh ShiaoYu-Hsuan TsengChin-Chou HuangShing-Jong LinJaw-Wen Chen
Published in: European heart journal. Digital health (2022)
Our prediction models achieved good performance, underlining the feasibility of applying ML models to outpatient populations for the diagnosis of WCH and WUCH. Further validation with other prospective data sets should be considered in the future.
Keyphrases
  • blood pressure
  • machine learning
  • electronic health record
  • deep learning
  • data analysis
  • genetic diversity