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A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN.

Promit BasakA. H. M. Nazmus SakibMuhammad E. H. ChowdhuryNasser Al-EmadiHuseyin Cagatay YalcinShona PedersenSakib MahmudSerkan KiranyazSomaya Al-Máadeed
Published in: Expert Syst. Appl. (2024)
Keyphrases
  • deep learning
  • heart rate
  • ecg signals
  • unsupervised feature learning
  • unsupervised learning
  • machine learning
  • automatic extraction
  • weakly supervised
  • deep architectures
  • data sets
  • mental models