Automatic Detection of Obstructive Sleep Apnea Events Using a Deep CNN-LSTM Model

Obstructive sleep apnea (OSA) is a common sleep-related respiratory disorder. Around the world, more and more people are suffering from OSA. Because of the limitation of monitor equipment, many people with OSA remain undetected. Therefore, we propose a sleep-monitoring model based on single-channel...

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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Zhang, Junming, Tang, Zhen, Gao, Jinfeng, Lin, Li, Liu, Zhiliang, Wu, Haitao, Liu, Fang, Yao, Ruxian
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2021
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Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8009718/
https://ncbi.nlm.nih.gov/pubmed/33859679
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/5594733
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