Detection of Obstructive Sleep Apnoea by ECG signals using Deep Learning Architectures

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287360 ◽

2021 ◽

Author(s):

Haifa Almutairi ◽

Ghulam Mubashar Hassan ◽

Amitava Datta

Keyword(s):

Deep Learning ◽

Obstructive Sleep Apnoea ◽

Sleep Apnoea ◽

Ecg Signals ◽

Obstructive Sleep ◽

Learning Architectures

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Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207470 ◽

2020 ◽

Author(s):

Steven Thompson ◽

Paul Fergus ◽

Carl Chalmers ◽

Denis Reilly

Keyword(s):

Neural Network ◽

Time Series ◽

Convolutional Neural Network ◽

Obstructive Sleep Apnoea ◽

Sleep Apnoea ◽

One Dimensional ◽

Ecg Signals ◽

Obstructive Sleep

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Power spectral analysis of ECG signals during obstructive sleep apnoea hypopnoea epochs

2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information ◽

10.1109/issnip.2007.4496906 ◽

2007 ◽

Author(s):

Chandan K. Karmakar ◽

Ahsan H. Khandoker ◽

Marimuthu Palaniswami

Keyword(s):

Spectral Analysis ◽

Obstructive Sleep Apnoea ◽

Power Spectral Analysis ◽

Sleep Apnoea ◽

Ecg Signals ◽

Power Spectral ◽

Obstructive Sleep

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Obstructive sleep apnoea detection using convolutional neural network based deep learning framework

Biomedical Engineering Letters ◽

10.1007/s13534-017-0055-y ◽

2017 ◽

Vol 8 (1) ◽

pp. 95-100 ◽

Author(s):

Debangshu Dey ◽

Sayanti Chaudhuri ◽

Sugata Munshi

Keyword(s):

Neural Network ◽

Deep Learning ◽

Convolutional Neural Network ◽

Obstructive Sleep Apnoea ◽

Sleep Apnoea ◽

Learning Framework ◽

Obstructive Sleep ◽

Apnoea Detection

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Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102906 ◽

2021 ◽

Vol 69 ◽

pp. 102906

Author(s):

Haifa Almutairi ◽

Ghulam Mubashar Hassan ◽

Amitava Datta

Keyword(s):

Obstructive Sleep Apnoea ◽

Short Term Memory ◽

Sleep Apnoea ◽

Term Memory ◽

Ecg Signals ◽

Obstructive Sleep ◽

Long Short Term Memory

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Parametric Power Spectrum Analysis of ECG Signals for Obstructive Sleep Apnoea Classification

2014 IEEE 27th International Symposium on Computer-Based Medical Systems ◽

10.1109/cbms.2014.37 ◽

2014 ◽

Author(s):

Xinqi Louis Wang ◽

J. Mikael Eklund ◽

Carolyn McGregor

Keyword(s):

Power Spectrum ◽

Obstructive Sleep Apnoea ◽

Spectrum Analysis ◽

Sleep Apnoea ◽

Power Spectrum Analysis ◽

Ecg Signals ◽

Obstructive Sleep

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Sleep pharyngoscopy as a diagnostic tool in obstructive sleep apnoea syndrome

Clinical Otolaryngology ◽

10.1046/j.1365-2273.1998.0119r.x ◽

1998 ◽

Vol 23 (2) ◽

pp. 190-191

Author(s):

Van Der Meulen ◽

Van Steenwijk ◽

Oei-Lim ◽

Bakker

Keyword(s):

Obstructive Sleep Apnoea ◽

Diagnostic Tool ◽

Sleep Apnoea ◽

Obstructive Sleep Apnoea Syndrome ◽

Sleep Apnoea Syndrome ◽

Obstructive Sleep

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719 Echocardiographic assessment of left and right heart function in patients with obstructive sleep apnoea

European Heart Journal ◽

10.1016/s0195-668x(03)94127-3 ◽

2003 ◽

Vol 24 (5) ◽

pp. 127

Author(s):

B SHIVALKAR

Keyword(s):

Obstructive Sleep Apnoea ◽

Heart Function ◽

Sleep Apnoea ◽

Right Heart ◽

Right Heart Function ◽

Obstructive Sleep ◽

Echocardiographic Assessment ◽

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Adiponectin in obese patients with obstructive sleep apnoea syndrome

Experimental and Clinical Endocrinology & Diabetes ◽

10.1055/s-2005-862869 ◽

2005 ◽

Vol 113 (S 1) ◽

Author(s):

IA Harsch ◽

H Wallaschofski ◽

C Koebnick ◽

S Pour Schahin ◽

T Lohmann

Keyword(s):

Obstructive Sleep Apnoea ◽

Sleep Apnoea ◽

Obstructive Sleep Apnoea Syndrome ◽

Obese Patients ◽

Sleep Apnoea Syndrome ◽

Obstructive Sleep

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Continuous positive airway pressure treatment for obstructive sleep apnoea linked to fewer recurrences of heart rhythm abnormalities

10.3310/signal-000189 ◽

2016 ◽

Author(s):

Keyword(s):

Continuous Positive Airway Pressure ◽

Obstructive Sleep Apnoea ◽

Airway Pressure ◽

Positive Airway Pressure ◽

Heart Rhythm ◽

Sleep Apnoea ◽

Pressure Treatment ◽

Obstructive Sleep

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The severity of obstructive sleep apnoea does not influence ambient IGF-I levels

Endocrine Abstracts ◽

10.1530/endoabs.50.p272 ◽

2017 ◽

Author(s):

Julie Lynch ◽

Nikolaos Kyriakakis ◽

Mark Elliott ◽

Dipansu Ghosh ◽

Mitchell Nix ◽

...

Keyword(s):

Obstructive Sleep Apnoea ◽

Sleep Apnoea ◽

Obstructive Sleep ◽

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