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State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review.

Georgios PetmezasLeandros StefanopoulosVasileios KilintzisAndreas TzaveilsJohn A RogersAggelos K KatsaggelosNikolaos Maglaveras
Published in: JMIR medical informatics (2022)
We expect that this review will provide insights into state-of-the-art DL methods applied to ECG data and point to future directions for research on DL to create robust models that can assist medical experts in clinical decision-making.
Keyphrases
  • systematic review
  • deep learning
  • decision making
  • electronic health record
  • big data
  • healthcare
  • artificial intelligence
  • machine learning
  • data analysis
  • convolutional neural network