Multi-scale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval from Single-lead ECG Signal

2021 ◽  
pp. 1-1
Author(s):  
Qi Shen ◽  
Hengji Qin ◽  
Keming Wei ◽  
Guanzheng Liu
Keyword(s):  
Neural Network ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Deep Neural Network ◽  
Ecg Signal ◽  
Multi Scale ◽  
Rr Interval ◽  
Obstructive Sleep ◽  
Apnea Detection

Modeling Obstructive Sleep Apnea Voices Using Deep Neural Network Embeddings and Domain-Adversarial Training

2020 ◽  
Vol 14 (2) ◽  
pp. 240-250
Author(s):  
Juan M. Perero-Codosero ◽  
Fernando Espinoza-Cuadros ◽  
Javier Anton-Martin ◽  
Miguel A. Barbero-Alvarez ◽  
Luis A. Hernandez-Gomez
Keyword(s):  
Neural Network ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Deep Neural Network ◽  
Obstructive Sleep ◽  
Adversarial Training

Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes

2019 ◽  
Vol 98 ◽  
pp. 377-391 ◽  
Author(s):  
Ivanoe De Falco ◽  
Giuseppe De Pietro ◽  
Antonio Della Cioppa ◽  
Giovanna Sannino ◽  
Umberto Scafuri ◽  
...  
Keyword(s):  
Neural Network ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Deep Neural Network ◽  
Configuration Optimization ◽  
Obstructive Sleep

scholarly journals Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 129586-129599 ◽  
Author(s):  
Sheikh Shanawaz Mostafa ◽  
Fabio Mendonca ◽  
Antonio G. Ravelo-Garcia ◽  
Gabriel Julia-Serda ◽  
Fernando Morgado-Dias
Keyword(s):  
Neural Network ◽  
Obstructive Sleep Apnea ◽  
Sleep Apnea ◽  
Convolutional Neural Network ◽  
Hyperparameter Optimization ◽  
Multi Objective ◽  
Obstructive Sleep ◽  
Apnea Detection
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