Fusion of Whole Night Features and Desaturation Segments Combined with Feature Extraction for Event-Level Screening of Sleep-Disordered Breathing

Fusion of Whole Night Features and Desaturation Segments Combined with Feature Extraction for Event-Level Screening of Sleep-Disordered Breathing

Ruhan Liu,1,2,* Chenyang Li,1,* Huajun Xu,1 Kejia Wu,1 Xinyi Li,1 Yupu Liu,1 Jie Yuan,1 Lili Meng,1 Jianyin Zou,1 Weijun Huang,1 Hongliang Yi,1 Bin Sheng,2 Jian Guan,1 Shankai Yin1 1Department of Otolaryngology Head and Neck Surgery and Shanghai Key Laboratory of Sleep Disordered Bre...

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Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: Dove Medical Press 2022-05-01
Series:Nature and Science of Sleep
Subjects:
sleep apnea hypopnea syndrome
ahi
sdb severity classification
bi-lstm-cnn
desaturation events
Online Access:https://www.dovepress.com/fusion-of-whole-night-features-and-desaturation-segments-combined-with-peer-reviewed-fulltext-article-NSS

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