These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

270 related articles for article (PubMed ID: 34089616)

  • 1. 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; 44(10):. PubMed ID: 34089616
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.
    Korkalainen H; Leppanen T; Duce B; Kainulainen S; Aakko J; Leino A; Kalevo L; Afara IO; Myllymaa S; Toyras J
    IEEE J Biomed Health Inform; 2021 Jul; 25(7):2567-2574. PubMed ID: 33296317
    [TBL] [Abstract][Full Text] [Related]  

  • 3. 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; 43(11):. PubMed ID: 32436942
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks.
    Vaquerizo-Villar F; Alvarez D; Kraemer JF; Wessel N; Gutierrez-Tobal GC; Calvo E; Del Campo F; Kheirandish-Gozal L; Gozal D; Penzel T; Hornero R
    Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():216-219. PubMed ID: 34891275
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults.
    Fonseca P; Weysen T; Goelema MS; Møst EIS; Radha M; Lunsingh Scheurleer C; van den Heuvel L; Aarts RM
    Sleep; 2017 Jul; 40(7):. PubMed ID: 28838130
    [TBL] [Abstract][Full Text] [Related]  

  • 6. A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection.
    Huttunen R; Leppanen T; Duce B; Arnardottir ES; Nikkonen S; Myllymaa S; Toyras J; Korkalainen H
    IEEE Trans Biomed Eng; 2023 May; 70(5):1704-1714. PubMed ID: 36441886
    [TBL] [Abstract][Full Text] [Related]  

  • 7. 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; 24(7):2073-2081. PubMed ID: 31869808
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Automatic identification of sleep and wakefulness using single-channel EEG and respiratory polygraphy signals for the diagnosis of obstructive sleep apnea.
    Sabil A; Vanbuis J; Baffet G; Feuilloy M; Le Vaillant M; Meslier N; Gagnadoux F
    J Sleep Res; 2019 Apr; 28(2):e12795. PubMed ID: 30478923
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Automatic Sleep Staging in Patients With Obstructive Sleep Apnea Using Single-Channel Frontal EEG.
    Lee PL; Huang YH; Lin PC; Chiao YA; Hou JW; Liu HW; Huang YL; Liu YT; Chiueh TD
    J Clin Sleep Med; 2019 Oct; 15(10):1411-1420. PubMed ID: 31596205
    [TBL] [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; 2023():1-4. PubMed ID: 38082822
    [TBL] [Abstract][Full Text] [Related]  

  • 11. In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability.
    Bozkurt MR; Uçar MK; Bozkurt F; Bilgin C
    Australas Phys Eng Sci Med; 2019 Dec; 42(4):959-979. PubMed ID: 31515685
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Scoring accuracy of automated sleep staging from a bipolar electroocular recording compared to manual scoring by multiple raters.
    Stepnowsky C; Levendowski D; Popovic D; Ayappa I; Rapoport DM
    Sleep Med; 2013 Nov; 14(11):1199-207. PubMed ID: 24047533
    [TBL] [Abstract][Full Text] [Related]  

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

  • 14. Validation of a photoplethysmography device for detection of obstructive sleep apnea in the perioperative setting.
    Faßbender P; Haddad A; Bürgener S; Peters J
    J Clin Monit Comput; 2019 Apr; 33(2):341-345. PubMed ID: 29749570
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Sleep staging based on autonomic signals: a multi-center validation study.
    Hedner J; White DP; Malhotra A; Herscovici S; Pittman SD; Zou D; Grote L; Pillar G
    J Clin Sleep Med; 2011 Jun; 7(3):301-6. PubMed ID: 21677901
    [TBL] [Abstract][Full Text] [Related]  

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

  • 17. Process and outcome for international reliability in sleep scoring.
    Zhang X; Dong X; Kantelhardt JW; Li J; Zhao L; Garcia C; Glos M; Penzel T; Han F
    Sleep Breath; 2015 Mar; 19(1):191-5. PubMed ID: 24801137
    [TBL] [Abstract][Full Text] [Related]  

  • 18. An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea.
    Vaquerizo-Villar F; Gutiérrez-Tobal GC; Calvo E; Álvarez D; Kheirandish-Gozal L; Del Campo F; Gozal D; Hornero R
    Comput Biol Med; 2023 Oct; 165():107419. PubMed ID: 37703716
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Performance Investigation of Somfit Sleep Staging Algorithm.
    McMahon M; Goldin J; Kealy ES; Wicks DJ; Zilberg E; Freeman W; Aliahmad B
    Nat Sci Sleep; 2024; 16():1027-1043. PubMed ID: 39071546
    [TBL] [Abstract][Full Text] [Related]  

  • 20. InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photoplethysmography.
    Nam B; Bark B; Lee J; Kim IY
    BMC Med Inform Decis Mak; 2024 Feb; 24(1):50. PubMed ID: 38355559
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 14.