Deep Learning for Diagnosis and Classification of Obstructive Sleep Apnea: A Nasal Airflow-Based Multi-Resolution Residual Network

Deep Learning for Diagnosis and Classification of Obstructive Sleep Apnea: A Nasal Airflow-Based Multi-Resolution Residual Network

Huijun Yue,1,* Yu Lin,1,* Yitao Wu,2,* Yongquan Wang,1 Yun Li,1 Xueqin Guo,1 Ying Huang,3 Weiping Wen,1 Gansen Zhao,2 Xiongwen Pang,2 Wenbin Lei1 1Otorhinolaryngology Hospital, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, People’s Republic of China; 2School of...

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Bibliographic Details
Main Authors: Yue H, Lin Y, Wu Y, Wang Y, Li Y, Guo X, Huang Y, Wen W, Zhao G, Pang X, Lei W
Format: Article
Language:English
Published: Dove Medical Press 2021-03-01
Series:Nature and Science of Sleep
Subjects:
deep learning
nasal airflow
obstructive sleep apnea
residual network
Online Access:https://www.dovepress.com/deep-learning-for-diagnosis-and-classification-of-obstructive-sleep-ap-peer-reviewed-article-NSS

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