Sleep Apnea Event Prediction Using Convolutional Neural Networks and Markov Chains

2020 ◽  
Author(s):  
Rim Haidar ◽  
Irena Koprinska ◽  
Bryn Jeffries
Keyword(s):  
Neural Networks ◽  
Sleep Apnea ◽  
Markov Chains ◽  
Convolutional Neural Networks ◽  
Event Prediction

Obstructive sleep apnea detection using ecg-sensor with convolutional neural networks

2018 ◽  
Vol 79 (23-24) ◽  
pp. 15813-15827 ◽  
Author(s):  
Xiaowei Wang ◽  
Maowei Cheng ◽  
Yefu Wang ◽  
Shaohui Liu ◽  
Zhihong Tian ◽  
...  
Keyword(s):  
Neural Networks ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Convolutional Neural Networks ◽  
Obstructive Sleep ◽  
Apnea Detection

Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks

2021 ◽  
Author(s):  
Fernando Vaquerizo-Villar ◽  
Daniel Alvarez ◽  
Jan F. Kraemer ◽  
Niels Wessel ◽  
Gonzalo C. Gutierrez-Tobal ◽  
...  
Keyword(s):  
Neural Networks ◽  
Sleep Apnea ◽  
Convolutional Neural Networks ◽  
Sleep Staging
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