EXPLANATORY ANALYSIS OF POLYSOMNOGRAPHY FOR THE IDENTIFICATION OF SLEEP APNEA HYPOPNEA EVENTS USING DEEP LEARNING NEURAL NETWORK

被引:0
|
作者
Yook, Soonhyun [1 ,2 ]
Gupte, Chaitanya [2 ]
Han, Zhixian [2 ]
Joo, Eun Yeon [3 ]
Park, Hea Ree [4 ]
Kim, Hosung [2 ]
机构
[1] Univ Southern Calif, Los Angeles, CA 90007 USA
[2] Univ Southern Calif, Keck Sch Med USC, USC Stevens Neuroimaging & Informat Inst, Los Angeles, CA 90007 USA
[3] Sungkyunkwan Univ, Samsung Biomed Res Inst, Sch Med, Neurosci Ctr,Dept Neurol, Seoul, South Korea
[4] Inje Univ, Coll Med, Dept Neurol, Ilsan Paik Hosp, Gimhae, South Korea
关键词
D O I
10.1093/sleep/zsab072.406
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
407
引用
收藏
页码:A161 / A162
页数:5
相关论文
共 50 条
  • [21] Apnea-Hypopnea Index Prediction for Obstructive Sleep Apnea Using Unsegmented SpO2 Signals and Deep Learning
    Chi, Hung-Ying
    Yeh, Cheng-Yu
    Chen, Jeng-Wen
    Wang, Cheng-Yi
    Hwang, Shaw-Hwa
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024, 19 (03) : 448 - 450
  • [22] Convolution neural network for identification of obstructive sleep apnea
    Al-Ratrout, Serein
    Hossen, Abdulnasir
    2022 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO'22), 2022,
  • [23] Automated Prediction of Apnea and Hypopnea, Using a LAMSTAR Artificial Neural Network
    Waxman, Jonathan A.
    Graupe, Daniel
    Carley, David W.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2010, 181 (07) : 727 - 733
  • [24] Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network
    Cen, Ling
    Yu, Zhu Liang
    Kluge, Tilmann
    Ser, Wee
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3975 - 3978
  • [25] Analysis of Clinical Characteristics and Polysomnography Indicators of Obstructive Sleep Apnea-Hypopnea Syndrome Patients Based on Sleep Perception Types
    Liu, Yishu
    Tan, Huiwen
    Yu, Yue
    Zeng, Yin
    Xiao, Li
    FRONTIERS IN NEUROLOGY, 2020, 11
  • [26] SLEEP APNEA DETECTION USING DEEP LEARNING
    Chaw, Hnin Thiri
    Kamolphiwong, Sinchai
    Wongsritrang, Krongthong
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2019, 13 (04): : 261 - 266
  • [27] Sleep Apnea Prediction Using Deep Learning
    Wang, Eileen
    Koprinska, Irena
    Jeffries, Bryn
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (11) : 5644 - 5654
  • [28] Blind Identification of Interleavers Using Deep Learning Neural Network
    Ahamed, Nayim
    Naveen, B.
    Swaminathan, R.
    Rao, Yepuri Sudhakara
    2024 IEEE VTS ASIA PACIFIC WIRELESS COMMUNICATIONS SYMPOSIUM, APWCS 2024, 2024,
  • [29] Deep learning framework for automatic detection and classification of sleep apnea severity from polysomnography signals
    Raja Brundha A.
    Lakshmi Sangeetha A.
    Balajiganesh A.
    Neural Computing and Applications, 2024, 36 (28) : 17483 - 17493
  • [30] A deep learning algorithm model to automatically score and grade obstructive sleep apnea in adult polysomnography
    Park, Marn Joon
    Choi, Ji Ho
    Kim, Shin Young
    Ha, Tae Kyoung
    DIGITAL HEALTH, 2024, 10