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The Use of Respiratory Effort Improves an ECG-Based Deep Learning Algorithm to Assess Sleep-Disordered Breathing.

Jiali XiePedro FonsecaJohannes P van DijkXi LongSebastiaan Overeem
Published in: Diagnostics (Basel, Switzerland) (2023)
Respiratory effort is superior to EDR to assess SDB. Using respiratory effort and ECG, the previously described algorithm achieves good performance in a new dataset from an independent laboratory confirming its adequacy for this task.
Keyphrases
  • deep learning
  • machine learning
  • heart rate variability
  • heart rate
  • respiratory tract
  • artificial intelligence
  • convolutional neural network
  • blood pressure