Detection of rapid eye movement sleep period in EEG signals using wavelet modifications
Zhuravlev M. O.1, Runnova A. E.1, Kiselev A. R.1, Orlova A. A.1, Agaltsov M. V. 1, Drapkina O. M.1
1National Medical Research Center for Therapy and Preventive Medicine, Moscow, Russia
Email: zhuravlevmo@gmail.com
The aim of the present research was to examine the electrical activity of the brain on polysomnographic recordings using a new approach of oscillatory wavelet patterns. This study has shown that EEG signals recorded in the REM stage of sleep have specific oscillatory characteristics in the band 20-40 Hz, which make it possible to statistically reliably distinguish this stage of sleep both from other stages of sleep and from wakefulness. Keywords: continuous wavelet analysis, polysomnography, sleep stages.
- M.A. Carskadon, A. Rechtschaffen, in Principles and practice of sleep medicine, ed. by M.H. Kryger, T. Roth, W.C. Dement (Elsevier, 2005), p. 1359--1377. DOI: 10.1016/B0-72-160797-7/50123-3
- P.R. Carney, R.B. Berry, J.D. Geyer, Clinical sleep disorders (Lippincott Williams \& Wilkins, 2005)
- M.A. Carskadon, W.C. Dement, in Principles and practice of sleep medicine, ed. by M.H. Kryger, T. Roth, W.C. Dement (Elsevier, 2005), p. 13--23. DOI: 10.1016/B0-72-160797-7/50009-4
- O.I. Antipov, A.V. Zakharov, V.A. Neganov, Fiz. Volnovykh Protsessov Radiotekh. Sist., 15 (3), 101 (2012) (in Russian)
- I.E. Antipov, A.V. Zakharov, O.I. Poverennova, V.A. Neganov, A.E. Erofeev, Sarat. Nauchno-Med. Zh., 8 (2), 374 (2012) (in Russian)
- U.R. Acharya, S. Bhat, O. Faust, H. Adeli, E.C.P. Chua, W.J.E. Lim, J.E.W. Koh, Eur. Neurology, 74 (5-6), 268 (2015). DOI: 10.1159/000441975
- L. Fraiwan, K. Lweesy, N. Khasawneh, H. Wenz, H. Dickhaus, Comput. Meth. Progr. Biomed., 108 (1), 10 (2012). DOI: 10.1016/j.cmpb.2011.11.005
- M.E. Tagluk, N. Sezgin, M. Akin, J. Med. Syst., 34 (4), 717 (2010). DOI: 10.1007/s10916-009-9286-5
- J. Caffarel, G.J. Gibson, J. Harrison, C.J. Griffiths, M.J. Drinnan, Med. Biol. Eng. Comput., 44 (1), 105 (2006). DOI: 10.1007/s11517-005-0002-4
- S.D. Pittman, M.M. MacDonald, R.B. Fogel, A. Malhotra, K. Todros, B. Levy, A.B. Geva, D.P. White, Sleep, 27 (7), 1394 (2004). DOI: 10.1093/sleep/27.7.1374
- F. Chapotot, G. Becq, Int. J. Adapt. Control Signal Process., 24 (5), 409 (2010). DOI: 10.1002/acs.1147
- R.B. Baumgart-Schmitt, W.M. Herrmann, R. Eilers, F. Bes, Neuropsychobiology, 36 (4), 194 (1997). DOI: 10.1159/000119412
- M. Ronzhina, O. Janouvsek, J. Kolavrova, M. Novakova, P. Honzi k, I. Provazni k, Sleep Med. Rev., 16 (3), 251 (2012). DOI: 10.1016/j.smrv.2011.06.003
- A. Runnova, M. Zhuravlev, R. Ukolov, I. Blokhina, A. Dubrovski, N. Lezhnev, E. Sitnikova, E. Saranceva, A. Kiselev, A. Karavaev, A. Selskii, O. Semyachkina-Glushkovskaya, T. Penzel, J. Kurths, Sci. Rep., 11 (1), 18505 (2021). DOI: 10.1038/s41598-021-97427-9
- K. Sergeev, A. Runnova, M. Zhuravlev, O. Kolokolov, N. Akimova, A. Kiselev, A. Titova, A. Slepnev, N. Semenova, T. Penzel, Chaos, 31 (7), 073110 (2021). DOI: 10.1063/5.0055441
- N. Semenova, K. Segreev, A. Slepnev, A. Runnova, M. Zhuravlev, I. Blokhina, A. Dubrovski, M. Klimova, A. Terskov, O. Semyachkina-Glushkovskaya, J. Kurths, Eur. Phys. J. Plus., 136 (7), 736 (2021). DOI: 10.1140/epjp/s13360-021-01715-2
- A.N. Pavlov, A.E. Hramov, A.A. Koronovskii, E.Yu. Sitnikova, V.A. Makarov, A.A. Ovchinnikov, Phys. Usp., 55 (9), 845 (2012). DOI: 10.3367/UFNe.0182.201209a.0905
- A.E. Hramov, A.A. Koronovskii, V.A. Makarov, A.N. Pavlov, E. Sitnikova, Wavelets in neuroscience (Springer, Berlin-Heidelberg, 2015). DOI: 10.1007/978-3-030-75992-6
Подсчитывается количество просмотров абстрактов ("html" на диаграммах) и полных версий статей ("pdf"). Просмотры с одинаковых IP-адресов засчитываются, если происходят с интервалом не менее 2-х часов.
Дата начала обработки статистических данных - 27 января 2016 г.