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Academic Journal

Expert-level sleep staging using an electrocardiography-only feed-forward neural network.

  • Authors : Jones AM; Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, USA. Electronic address: .; Itti L

Subjects: Electrocardiography*/Electrocardiography*/Electrocardiography*/methods ; Sleep Stages*/Sleep Stages*/Sleep Stages*/physiology ; Neural Networks, Computer*

  • Source: Computers in biology and medicine [Comput Biol Med] 2024 Jun; Vol. 176, pp. 108545. Date of Electronic Publication: 2024 Apr 29.Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Academic Journal

Detection of preceding sleep apnea using ECG spectrogram during CPAP titration night: A novel machine-learning and bag-of-features framework.

  • Authors : Linh TTD; International Ph.D. Program of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.; Family Medicine Training Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam.

Subjects: Continuous Positive Airway Pressure*/Continuous Positive Airway Pressure*/Continuous Positive Airway Pressure*/instrumentation ; Continuous Positive Airway Pressure*/Continuous Positive Airway Pressure*/Continuous Positive Airway Pressure*/methods ; Electrocardiography*/Electrocardiography*/Electrocardiography*/methods

  • Source: Journal of sleep research [J Sleep Res] 2024 May; Vol. 33 (3), pp. e13991. Date of Electronic Publication: 2023 Jul 04.Publisher: Published on behalf of the European Sleep Research Society by Blackwell Scientific Publications Country of Publication: England NLM ID: 9214441

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Academic Journal

Variation in Sleep Stability with Differences in Severity of Sleep-Disordered Breathing in Children.

  • Authors : Seo MY; Division of Rhinology & Sleep Medicine, Department of Otorhinolaryngology-Head and Neck Surgery, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, South Korea.; Han MS

Subjects: Electrocardiography* ; Polysomnography* ; Severity of Illness Index*

  • Source: The Laryngoscope [Laryngoscope] 2021 Feb; Vol. 131 (2), pp. 435-439. Date of Electronic Publication: 2020 May 30.Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 8607378 Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Academic Journal

Atypical Electrocardiographic Changes on Polysomnogram.

  • Authors : Kim DE; Department of Pulmonary Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.; Hefter G

Subjects: Electrocardiography* ; Polysomnography*; Sleep Apnea, Obstructive/Sleep Apnea, Obstructive/Sleep Apnea, Obstructive/*diagnosis

  • Source: Annals of the American Thoracic Society [Ann Am Thorac Soc] 2019 Sep; Vol. 16 (9), pp. 1192-1194.Publisher: American Thoracic Society Country of Publication: United States NLM ID: 101600811 Publication Model: Print Cited Medium: Internet ISSN:

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Academic Journal

A model for obstructive sleep apnea detection using a multi-layer feed-forward neural network based on electrocardiogram, pulse oxygen saturation, and body mass index.

  • Authors : Li Z; Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, People's Republic of China.; Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, People's Republic of China.

Subjects: Body Mass Index* ; Electrocardiography* ; Neural Networks, Computer*

  • Source: Sleep & breathing = Schlaf & Atmung [Sleep Breath] 2021 Dec; Vol. 25 (4), pp. 2065-2072. Date of Electronic Publication: 2021 Mar 22.Publisher: Springer Country of Publication: Germany NLM ID: 9804161 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-1709

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Academic Journal

Cardiac autonomic control during non-REM and REM sleep stages in paediatric patients with Prader-Willi syndrome.

  • Authors : Brito LC; Exercise Hemodynamic Laboratory, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil.; School of Arts, Science and Humanities, University of São Paulo, São Paulo, Brazil.

Subjects: Autonomic Nervous System/Autonomic Nervous System/Autonomic Nervous System/*physiopathology ; Electrocardiography/Electrocardiography/Electrocardiography/*methods ; Polysomnography/Polysomnography/Polysomnography/*methods

  • Source: Journal of sleep research [J Sleep Res] 2021 Jun; Vol. 30 (3), pp. e13165. Date of Electronic Publication: 2020 Aug 18.Publisher: Published on behalf of the European Sleep Research Society by Blackwell Scientific Publications Country of Publication: England NLM ID: 9214441

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Academic Journal

Correlation between apnea-hypopnea index and Tp-Te interval, Tp-Te/QT, and Tp-Te/QTc ratios in obstructive sleep apnea.

  • Authors : Karacop E; Faculty of Medicine, Department of Cardiology, Bezmialem Foundation University, Istanbul, Turkey.; Karacop HB

Subjects: Arrhythmias, Cardiac/Arrhythmias, Cardiac/Arrhythmias, Cardiac/*complications ; Arrhythmias, Cardiac/Arrhythmias, Cardiac/Arrhythmias, Cardiac/*diagnosis ; Electrocardiography/Electrocardiography/Electrocardiography/*methods

  • Source: Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc [Ann Noninvasive Electrocardiol] 2021 Mar; Publisher: Wiley Periodicals, Inc Country of Publication: United States NLM ID: 9607443 Publication Model: Print-Electronic Cited Medium: Internet

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Academic Journal

Greedy based convolutional neural network optimization for detecting apnea.

  • Authors : Mostafa SS; ITI/Larsys/Madeira Interactive Technologies Institute, Portugal; Universidade de Lisboa, Instituto Superior Técnico, Portugal. Electronic address: .

Subjects: Electrocardiography* ; Neural Networks, Computer* ; Sleep Apnea Syndromes*/Sleep Apnea Syndromes*/Sleep Apnea Syndromes*/diagnosis

  • Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2020 Dec; Vol. 197, pp. 105640. Date of Electronic Publication: 2020 Jul 04.Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet

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Academic Journal

Skin sympathetic nerve activity in patients with obstructive sleep apnea.

  • Authors : He W; The Krannert Institute of Cardiology, Division of Cardiology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana; Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China.

Subjects: Autonomic Pathways/Autonomic Pathways/Autonomic Pathways/*physiopathology ; Electrocardiography/Electrocardiography/Electrocardiography/*methods ; Heart Rate/Heart Rate/Heart Rate/*physiology

  • Source: Heart rhythm [Heart Rhythm] 2020 Nov; Vol. 17 (11), pp. 1936-1943. Date of Electronic Publication: 2020 Jun 20.Publisher: Elsevier Country of Publication: United States NLM ID: 101200317 Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Academic Journal

The History of Home Cardiorespiratory Monitoring.

Subjects: Apnea/Apnea/Apnea/*diagnosis ; Apnea/Apnea/Apnea/*history ; Electrocardiography/Electrocardiography/Electrocardiography/*history

  • Source: Pediatric annals [Pediatr Ann] 2017 Aug 01; Vol. 46 (8), pp. e303-e308.Publisher: Slack Country of Publication: United States NLM ID: 0356657 Publication Model: Print Cited Medium: Internet ISSN: 1938-2359

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