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Segmentation of Atrial Electrical Activity in Intracardiac Electrograms (IECGs) Using Convolutional Neural Network (CNN) Trained on Small Imbalanced Dataset.

Jakub HejcDavid PospisilPetra NovotnaMartin PeslOto JanousekMarina RonzhinaZdenek Starek
Published in: CinC (2021)
Keyphrases
  • convolutional neural network
  • electrical activity
  • face detection
  • imbalanced datasets
  • image segmentation
  • neural network
  • small number
  • object detection
  • multilayer perceptron
  • class distribution
  • pattern recognition