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Development and Validation of a Bayesian Network-Based Model for Predicting Coronary Heart Disease Risk From Electronic Health Records.

Xiaowen SuoXiaocheng HuangLu ZhongQingxin LuoLijie DingXiaokang Ji
Published in: Journal of the American Heart Association (2023)
Our proposed risk prediction model has demonstrated significant effectiveness in handling the complexities of electronic health record data, which often involve extensive missing data and censoring. This approach may offer potential assistance in the use of electronic health records to enhance patient outcomes.
Keyphrases
  • electronic health record
  • clinical decision support
  • adverse drug
  • randomized controlled trial
  • systematic review
  • risk assessment
  • big data