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Multiclass arrhythmia classification using multimodal smartwatch photoplethysmography signals collected in real-life settings.
Han D, Moon J, Díaz LRM, Chen D, Williams D, Mohagheghian F, Ghetia O, Peitzsch AG, Kong Y, Nishita N, Ghutadaria O, Orwig TA, Otabil EM, Noorishirazi K, Hamel A, Dickson EL, DiMezza D, Lessard D, Wang Z, Mehawej J, Filippaios A, Naeem S, Gottbrecht MF, Fitzgibbons TP, Saczynski JS, Barton B, Ding EY, Tran KV, McManus DD, Chon KH. Han D, et al. Among authors: ghetia o. Res Sq [Preprint]. 2024 Dec 13:rs.3.rs-5463126. doi: 10.21203/rs.3.rs-5463126/v1. Res Sq. 2024. PMID: 39711547 Free PMC article. Preprint.
Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme.
Mohagheghian F, Han D, Ghetia O, Peitzsch A, Nishita N, Pirayesh Shirazi Nejad M, Ding EY, Noorishirazi K, Hamel A, Otabil EM, DiMezza D, Dickson EL, Tran KV, McManus DD, Chon KH. Mohagheghian F, et al. Among authors: ghetia o. IEEE Trans Biomed Eng. 2024 Feb;71(2):456-466. doi: 10.1109/TBME.2023.3307400. Epub 2024 Jan 19. IEEE Trans Biomed Eng. 2024. PMID: 37682653