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Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder.

Fahimeh MohagheghianDong HanOm GhetiaDarren ChenAndrew PeitzschNishat NishitaEric DingEdith M. OtabilKamran NoorishiraziAlexander HamelEmily L. DicksonDanielle DiMezzaKhanh-Van TranDavid D. McManusKi H. Chon
Published in: Expert Syst. Appl. (2024)
Keyphrases
  • denoising
  • atrial fibrillation
  • ecg signals
  • total variation
  • image processing
  • image denoising
  • heart rate variability
  • signal processing
  • multiresolution
  • object detection
  • spectral analysis
  • wavelet packet