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Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data.

Divneet MandairPremanand TiwariSteven SimonKathryn L ColbornMichael Aaron Rosenberg
Published in: BMC medical informatics and decision making (2020)
Our study suggests that DNN may not offer substantial benefit when trained on harmonized data, compared to traditional methods using established risk factors for MI.
Keyphrases
  • electronic health record
  • clinical decision support
  • adverse drug
  • cardiovascular disease
  • left ventricular
  • big data
  • resistance training
  • body composition