DEEP LEARNING FOR SCORING SLEEP BASED ON SIGNALS AVAILABLE IN HOME SLEEP APNEA TEST STUDIES: CARDIORESPIRATORY SLEEP STAGING

被引:0
|
作者
Anderer, P. [1 ]
Ross, M. [1 ]
Cerny, A. [1 ]
Radha, M. [2 ,3 ]
Fonseca, P. [2 ,3 ]
机构
[1] Philips Austria GmbH, Vienna, Austria
[2] Royal Philips, Eindhoven, Netherlands
[3] Eindhoven Univ Technol, Eindhoven, Netherlands
关键词
D O I
暂无
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
0436
引用
收藏
页码:A167 / A167
页数:1
相关论文
共 50 条
  • [1] Impact of cardiorespiratory sleep staging for home sleep apnea testing
    Anderer, Peter
    Ross, Marco
    Cerny, Andreas
    EUROPEAN RESPIRATORY JOURNAL, 2020, 56
  • [2] Deep learning for scoring sleep based on cardiorespiratory signals as compared to auto and multiple manual sleep scorings based on neurological signals
    Anderer, Peter
    Fonseca, Pedro
    Ross, Marco
    Moreau, Arnaud
    Cerny, Andreas
    Aubert, Xavier
    Klee, Mareike
    EUROPEAN RESPIRATORY JOURNAL, 2018, 52
  • [3] Cardiorespiratory-based sleep staging in subjects with obstructive sleep apnea
    Redmond, SJ
    Heneghan, C
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (03) : 485 - 496
  • [4] VALIDATION STUDIES FOR SCORING POLYSOMNOGRAMS AND HOME SLEEP APNEA TESTS WITH ARTIFICIAL INTELLIGENCE: SLEEP STAGE PROBABILITIES (HYPNODENSITY) DERIVED FROM NEUROLOGICAL OR CARDIORESPIRATORY SIGNALS
    Anderer, Peter
    Ross, Marco
    Cerny, Andreas
    Fonseca, Pedro
    Shaw, Edmund
    Bakker, Jessie
    SLEEP, 2022, 45 : A319 - A319
  • [5] Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea
    Korkalainen, Henri
    Aakko, Juhani
    Nikkonen, Sami
    Kainulainen, Samu
    Leino, Akseli
    Duce, Brett
    Afara, Isaac O.
    Myllymaa, Sami
    Toyras, Juha
    Leppanen, Timo
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 24 (07) : 2073 - 2081
  • [6] Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea
    Korkalainen, Henri
    Aakko, Juhani
    Duce, Brett
    Kainulainen, Samu
    Leino, Akseli
    Nikkonen, Sami
    Afara, Isaac O.
    Myllymaa, Sami
    Toyras, Juha
    Leppanen, Timo
    SLEEP, 2020, 43 (11)
  • [7] Sleep CLIP: A Multimodal Sleep Staging Model Based on Sleep Signals and Sleep Staging Labels
    Yang, Weijia
    Wang, Yuxian
    Hu, Jiancheng
    Yuan, Tuming
    SENSORS, 2023, 23 (17)
  • [8] AASM Scoring Manual Version 2.2 Updates: New Chapters for Scoring Infant Sleep Staging and Home Sleep Apnea Testing
    Berry, Richard B.
    Gamaldo, Charlene E.
    Harding, Susan M.
    Brooks, Rita
    Lloyd, Robin M.
    Vaughn, Bradley V.
    Marcus, Carole L.
    JOURNAL OF CLINICAL SLEEP MEDICINE, 2015, 11 (11): : 1253 - 1254
  • [9] DIAGNOSTIC ACCURACY OF HOME SLEEP STUDIES FOR SLEEP APNEA
    Grant, B.
    SLEEP, 2009, 32 : A232 - A233
  • [10] Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography
    Huttunen, Riku
    Leppanen, Timo
    Duce, Brett
    Oksenberg, Arie
    Myllymaa, Sami
    Toyras, Juha
    Korkalainen, Henri
    SLEEP, 2021, 44 (10)