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Impact of mismatches in HbA1c vs glucose values on the diagnostic classification of diabetes and prediabetes.

A GonzalezY DengA N LaneD BenkeserX CuiL R StaimezC N FordF N KhanS C Markley WebsterA LeongP W F WilsonL S PhillipsMary K Rhee
Published in: Diabetic medicine : a journal of the British Diabetic Association (2019)
Measuring only HbA1c could lead to under-diagnosis in people with low mismatches and over-diagnosis in those with high mismatches. Additional oral glucose tolerance tests and/or fasting glucose testing to complement HbA1c in diagnostic classification should be performed in most individuals.
Keyphrases
  • blood glucose
  • machine learning
  • deep learning
  • type diabetes
  • glycemic control
  • cardiovascular disease
  • insulin resistance
  • blood pressure