Fusion of Whole Night Features and Desaturation Segments Combined with Feature Extraction for Event-Level Screening of Sleep-Disordered Breathing.
Liu R, Li C, Xu H, Wu K, Li X, Liu Y, Yuan J, Meng L, Zou J, Huang W, Yi H, Sheng B, Guan J, Yin S.
Liu R, et al. Among authors: guan j.
Nat Sci Sleep. 2022 May 17;14:927-940. doi: 10.2147/NSS.S355369. eCollection 2022.
Nat Sci Sleep. 2022.
PMID: 35607445
Free PMC article.
Then, the SpO(2) signal segments and global features were fed into a bi-directional long short-term memory convolutional neural network model to identify apnoea-related and non-apnoea-related events. ...
Then, the SpO(2) signal segments and global features were fed into a bi-directional long short-term memory convolutional neural netwo …