Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder
Fahimeh Mohagheghian, Dong Han, Om Ghetia, Darren Chen, Andrew Peitzsch, Nishat Nishita, Eric Ding, Edith Mensah Otabil, Kamran Noorishirazi, Alexander Hamel, Emily L. Dickson, Danielle DiMezza, Khanh‐Van Tran, David D. McManus, Ki H. Chon
Topics & Concepts
PhotoplethysmogramArtifact (error)SmartwatchAutoencoderComputer scienceArtificial intelligenceNoise reductionNoise (video)Pattern recognition (psychology)Motion (physics)Wearable computerComputer visionDeep learningFilter (signal processing)Image (mathematics)Embedded systemNon-Invasive Vital Sign MonitoringECG Monitoring and AnalysisEEG and Brain-Computer Interfaces