Detection of sleep disordered breathing severity using acoustic biomarker and machine learning techniques

被引:0
|
作者
Taehoon Kim
Jeong-Whun Kim
Kyogu Lee
机构
[1] Seoul National University,Music and Audio Research Group, Graduate School of Convergence Science and Technology
[2] Seoul National University College of Medicine,Department of Otorhinolaryngology, Seoul National University Bundang Hospital
关键词
Sleep disordered breathing; Acoustic biomarker; Deep neural network; Polysomnography screening test; Apnea–hypopnea index;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Detection of postoperative sleep-disordered breathing using a portable monitoring device
    Ian D. Weir
    Khaleel Mohammed Ahmed
    Steve Korbuly
    Anil Achaen
    Mary O’Malley
    Ed O’Malley
    Christopher Manfredi
    Dorothy B. Wakefield
    Jonathan M. Fine
    Stephen M. Winter
    Sleep and Breathing, 2012, 16 : 881 - 886
  • [32] Detection of postoperative sleep-disordered breathing using a portable monitoring device
    Weir, Ian D.
    Ahmed, Khaleel Mohammed
    Korbuly, Steve
    Achaen, Anil
    O'Malley, Mary
    O'Malley, Ed
    Manfredi, Christopher
    Wakefield, Dorothy B.
    Fine, Jonathan M.
    Winter, Stephen M.
    SLEEP AND BREATHING, 2012, 16 (03) : 881 - 886
  • [33] Innovations in otolaryngology using LLM for early detection of sleep-disordered breathing
    Zhou, Jin
    Li, Xiaoqin
    Xia, Qianjun
    Yu, Liangcai
    SLAS TECHNOLOGY, 2025, 32
  • [34] Automated detection of sleep disordered breathing using a nasal pressure monitoring device
    Grover, Sukhdev S.
    Pittman, Stephen D.
    SLEEP AND BREATHING, 2008, 12 (04) : 339 - 345
  • [35] FULLY AUTOMATIC DETECTION OF SLEEP DISORDERED BREATHING EVENTS
    Thybo, J.
    Olesen, A. N.
    Olsen, M.
    Leary, E.
    Arnal, P.
    Sorensen, H. B.
    Jennum, P.
    Mignot, E.
    SLEEP, 2020, 43 : A172 - A173
  • [36] Detection of Sleep Disordered Breathing by automated ECG analysis
    Canisius, Sebastian
    Ploch, Thomas
    Gross, Volker
    Jerrentrup, Andreas
    Penzel, Thomas
    Kesper, Karl
    2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 2602 - +
  • [37] Accurate detection of acute sleep deprivation using a metabolomic biomarker-A machine learning approach
    Jeppe, Katherine
    Ftouni, Suzanne
    Nijagal, Brunda
    Grant, Leilah K.
    Lockley, Steven W.
    Rajaratnam, Shantha M. W.
    Phillips, Andrew J. K.
    McConville, Malcolm J.
    Tull, Dedreia
    Anderson, Clare
    SCIENCE ADVANCES, 2024, 10 (10)
  • [38] Corrosion detection and severity level prediction using acoustic emission and machine learning based approach
    Sheikh, Muhammad Fahad
    Kamal, Khurram
    Rafique, Faheem
    Sabir, Salman
    Zaheer, Hassan
    Khan, Kashif
    AIN SHAMS ENGINEERING JOURNAL, 2021, 12 (04) : 3891 - 3903
  • [39] Prevalence and severity of sleep disordered breathing in a group of morbidly obese patients
    van Boxem, TJM
    de Groot, GH
    NETHERLANDS JOURNAL OF MEDICINE, 1999, 54 (05): : 202 - 206
  • [40] EFFECT OF SLEEP DISORDERED BREATHING ON CONTROL AND SEVERITY OF ASTHMA ON PEDIATRIC POPULATION
    Singla, Aarushi
    Bagla, Jyoti
    Gothi, Dipti
    Kumari, Sweta
    Sasidharan, Jaseetha
    Mishra, Ruchi
    Dubey, Anand
    Patro, Mahismita
    Vaidya, Sameer
    SLEEP, 2022, 45 : A229 - A229