Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder with Unconventional Training Scheme.

Fahimeh Mohagheghian,Dong Han, Om Ghetia,Andrew Peitzsch,Nishat Nishita, Mahdi Pirayesh Shirazi Nejad,Eric Y. Ding,Kamran Noorishirazi,Alexander Hamel,Edith Mensah Otabil,Danielle Dimezza,Emily L. Dickson,Khanh-Van Tran,David D. Mcmanus,Ki H. Chon

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING（2024）

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关键词

Noise reduction,Data models,Training,Adaptive filters,Wearable Health Monitoring Systems,Image segmentation,Heart beat,Photoplethysmography,denoising,autoencoder,atrial fibrillation,arrhythmia detection

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