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Deep Learning Algorithm for Management of Diabetes Mellitus via Electrocardiogram-Based Glycated Hemoglobin (ECG-HbA1c): A Retrospective Cohort Study.

Chin-Sheng LinYung-Tsai LeeWen-Hui FangYu-Sheng LouFeng-Chih KuoChia-Cheng LeeChin Lin
Published in: Journal of personalized medicine (2021)
the ECG-HbA1c could be considered as a novel biomarker for screening DM and predicting the progression of DM and its complications.
Keyphrases
  • deep learning
  • glycemic control
  • heart rate variability
  • heart rate
  • machine learning
  • artificial intelligence
  • convolutional neural network
  • type diabetes
  • risk factors
  • blood pressure
  • metabolic syndrome
  • red blood cell