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A comparison of methods for estimating the temporal change in a continuous variable: Example of HbA1c in patients with diabetes.

Thérèse SheppardRobyn TamblynMichal AbrahamowiczMark LuntMatthew SperrinWilliam G Dixon
Published in: Pharmacoepidemiology and drug safety (2017)
When estimating change from baseline to prespecified time points in electronic medical records data, a marginal benefit to using the more complex modelling approach of FPCA exists over more traditional methods.
Keyphrases
  • electronic health record
  • big data
  • deep learning
  • data analysis