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Journal Abstract Search

112 related items for PubMed ID: 37752626

  • 1. Developing a deep learning model for sleep stage prediction in obstructive sleep apnea cohort using 60 GHz frequency-modulated continuous-wave radar.
    Lee JH, Nam H, Kim DH, Koo DL, Choi JW, Hong SN, Jeon ET, Lim S, Jang GS, Kim BH.
    J Sleep Res; 2024 Feb; 33(1):e14050. PubMed ID: 37752626
    [Abstract] [Full Text] [Related]

  • 2. Automated Detection of Sleep Apnea-Hypopnea Events Based on 60 GHz Frequency-Modulated Continuous-Wave Radar Using Convolutional Recurrent Neural Networks: A Preliminary Report of a Prospective Cohort Study.
    Choi JW, Kim DH, Koo DL, Park Y, Nam H, Lee JH, Kim HJ, Hong SN, Jang G, Lim S, Kim B.
    Sensors (Basel); 2022 Sep 21; 22(19):. PubMed ID: 36236274
    [Abstract] [Full Text] [Related]

  • 3. Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity.
    Lin SY, Tsai CY, Majumdar A, Ho YH, Huang YW, Kao CK, Yeh SM, Hsu WH, Kuan YC, Lee KY, Feng PH, Tseng CH, Chen KY, Kang JH, Lee HC, Wu CJ, Liu WT.
    J Clin Sleep Med; 2024 Aug 01; 20(8):1267-1277. PubMed ID: 38546033
    [Abstract] [Full Text] [Related]

  • 4. Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar.
    Kwon HB, Choi SH, Lee D, Son D, Yoon H, Lee MH, Lee YJ, Park KS.
    IEEE J Biomed Health Inform; 2021 Oct 01; 25(10):3844-3853. PubMed ID: 33848253
    [Abstract] [Full Text] [Related]

  • 5. Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea.
    Strumpf Z, Gu W, Tsai CW, Chen PL, Yeh E, Leung L, Cheung C, Wu IC, Strohl KP, Tsai T, Folz RJ, Chiang AA.
    Sleep Health; 2023 Aug 01; 9(4):430-440. PubMed ID: 37380590
    [Abstract] [Full Text] [Related]

  • 6. Radar-based sleep stage classification in children undergoing polysomnography: a pilot-study.
    de Goederen R, Pu S, Silos Viu M, Doan D, Overeem S, Serdijn WA, Joosten KFM, Long X, Dudink J.
    Sleep Med; 2021 Jun 01; 82():1-8. PubMed ID: 33866298
    [Abstract] [Full Text] [Related]

  • 7. [Relationship between sleep architecture and severity of obstructive sleep apnea].
    Wu B, Cai J, Yao Y, Pan Y, Pan L, Zhang L, Sun Y.
    Zhejiang Da Xue Xue Bao Yi Xue Ban; 2020 Aug 25; 49(4):455-461. PubMed ID: 32985158
    [Abstract] [Full Text] [Related]

  • 8. A comparison of probabilistic classifiers for sleep stage classification.
    Fonseca P, den Teuling N, Long X, Aarts RM.
    Physiol Meas; 2018 May 15; 39(5):055001. PubMed ID: 29620019
    [Abstract] [Full Text] [Related]

  • 9. Deep learning-based sleep stage classification with cardiorespiratory and body movement activities in individuals with suspected sleep disorders.
    Morokuma S, Hayashi T, Kanegae M, Mizukami Y, Asano S, Kimura I, Tateizumi Y, Ueno H, Ikeda S, Niizeki K.
    Sci Rep; 2023 Oct 18; 13(1):17730. PubMed ID: 37853134
    [Abstract] [Full Text] [Related]

  • 10. A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.
    Vaquerizo-Villar F, Alvarez D, Gutierrez-Tobal GC, Del Campo F, Gozal D, Kheirandish-Gozal L, Penzel T, Hornero R.
    Annu Int Conf IEEE Eng Med Biol Soc; 2023 Jul 18; 2023():1-4. PubMed ID: 38082822
    [Abstract] [Full Text] [Related]

  • 11. Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography.
    Huttunen R, Leppänen T, Duce B, Oksenberg A, Myllymaa S, Töyräs J, Korkalainen H.
    Sleep; 2021 Oct 11; 44(10):. PubMed ID: 34089616
    [Abstract] [Full Text] [Related]

  • 12. Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.
    Korkalainen H, Aakko J, Nikkonen S, Kainulainen S, Leino A, Duce B, Afara IO, Myllymaa S, Toyras J, Leppanen T.
    IEEE J Biomed Health Inform; 2020 Jul 11; 24(7):2073-2081. PubMed ID: 31869808
    [Abstract] [Full Text] [Related]

  • 13. Snore Sound Analysis Can Detect the Presence of Obstructive Sleep Apnea Specific to NREM or REM Sleep.
    Akhter S, Abeyratne UR, Swarnkar V, Hukins C.
    J Clin Sleep Med; 2018 Jun 15; 14(6):991-1003. PubMed ID: 29852905
    [Abstract] [Full Text] [Related]

  • 14. Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea.
    Korkalainen H, Aakko J, Duce B, Kainulainen S, Leino A, Nikkonen S, Afara IO, Myllymaa S, Töyräs J, Leppänen T.
    Sleep; 2020 Nov 12; 43(11):. PubMed ID: 32436942
    [Abstract] [Full Text] [Related]

  • 15. Analysing the impact of body position shift on sleep architecture and stage transition: A comprehensive multidimensional study using event-synchronised polysomnography data.
    Ahn HK, Kang YJ, Yoon W, Shin HW.
    J Sleep Res; 2024 Aug 12; 33(4):e14115. PubMed ID: 38083980
    [Abstract] [Full Text] [Related]

  • 16. Impact of obstructive sleep apnea on sleep-wake stage ratio.
    Ng AK, Guan C.
    Annu Int Conf IEEE Eng Med Biol Soc; 2012 Aug 12; 2012():4660-3. PubMed ID: 23366967
    [Abstract] [Full Text] [Related]

  • 17. Obstructive sleep apnea may reduce a diagnostic accuracy of video-polysomnography for idiopathic REM sleep behavior disorder.
    Lee SY, Kim SJ, Kim HJ, Lee SA.
    Sleep Med; 2023 Jan 12; 101():316-321. PubMed ID: 36470167
    [Abstract] [Full Text] [Related]

  • 18. Severe obstructive sleep apnea in children with syndromic craniosynostosis: analysis of pulse transit time.
    Yang S, van Twist E, van Heesch GGM, de Jonge RCJ, Louter M, Tasker RC, Mathijssen IMJ, Joosten KFM.
    J Clin Sleep Med; 2024 Aug 01; 20(8):1233-1240. PubMed ID: 38456822
    [Abstract] [Full Text] [Related]

  • 19. [Diagnosis of obstructive sleep apnea by a new radar device: a parallel controlled study evaluating agreement with polysomnographic monitoring].
    Li CY, Wang W, Huang WJ, Xu HH, Yi HL, Guan J, Li G, Yin SK.
    Zhonghua Er Bi Yan Hou Tou Jing Wai Ke Za Zhi; 2024 Aug 07; 59(8):857-863. PubMed ID: 39193596
    [Abstract] [Full Text] [Related]

  • 20. Older adults at greater risk for Alzheimer's disease show stronger associations between sleep apnea severity in REM sleep and verbal memory.
    Lui KK, Dave A, Sprecher KE, Chappel-Farley MG, Riedner BA, Heston MB, Taylor CE, Carlsson CM, Okonkwo OC, Asthana S, Johnson SC, Bendlin BB, Mander BA, Benca RM.
    Alzheimers Res Ther; 2024 May 09; 16(1):102. PubMed ID: 38725033
    [Abstract] [Full Text] [Related]

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