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Page 1
RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale.
IEEE Trans Neural Syst Rehabil Eng. 2021;29:1441-1451. doi: 10.1109/TNSRE.2021.3098968. Epub 2021 Jul 27.
IEEE Trans Neural Syst Rehabil Eng. 2021.
PMID: 34288872
AI vs Humans for the diagnosis of sleep apnea.
Thorey V, Hernandez AB, Arnal PJ, During EH.
Thorey V, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:1596-1600. doi: 10.1109/EMBC.2019.8856877.
Annu Int Conf IEEE Eng Med Biol Soc. 2019.
PMID: 31946201
Item in Clipboard
Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging.
Guillot A, Sauvet F, During EH, Thorey V.
Guillot A, et al. Among authors: thorey v.
IEEE Trans Neural Syst Rehabil Eng. 2020 Sep;28(9):1955-1965. doi: 10.1109/TNSRE.2020.3011181. Epub 2020 Jul 22.
IEEE Trans Neural Syst Rehabil Eng. 2020.
PMID: 32746326
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The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging.
Arnal PJ, Thorey V, Debellemaniere E, Ballard ME, Bou Hernandez A, Guillot A, Jourde H, Harris M, Guillard M, Van Beers P, Chennaoui M, Sauvet F.
Arnal PJ, et al. Among authors: thorey v.
Sleep. 2020 Nov 12;43(11):zsaa097. doi: 10.1093/sleep/zsaa097.
Sleep. 2020.
PMID: 32433768
Free PMC article.
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DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal.
Chambon S, Thorey V, Arnal PJ, Mignot E, Gramfort A.
Chambon S, et al. Among authors: thorey v.
J Neurosci Methods. 2019 Jun 1;321:64-78. doi: 10.1016/j.jneumeth.2019.03.017. Epub 2019 Apr 1.
J Neurosci Methods. 2019.
PMID: 30946878
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Performance of an Ambulatory Dry-EEG Device for Auditory Closed-Loop Stimulation of Sleep Slow Oscillations in the Home Environment.
Debellemaniere E, Chambon S, Pinaud C, Thorey V, Dehaene D, Léger D, Chennaoui M, Arnal PJ, Galtier MN.
Debellemaniere E, et al. Among authors: thorey v.
Front Hum Neurosci. 2018 Mar 8;12:88. doi: 10.3389/fnhum.2018.00088. eCollection 2018.
Front Hum Neurosci. 2018.
PMID: 29568267
Free PMC article.
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Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram.
Olesen AN, Chambon S, Thorey V, Jennum P, Mignot E, Sorensen HBD.
Olesen AN, et al. Among authors: thorey v.
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:556-561. doi: 10.1109/EMBC.2019.8856570.
Annu Int Conf IEEE Eng Med Biol Soc. 2019.
PMID: 31945960
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