Time-variant coherence between heart rate variability and EEG activity in epileptic patients: an advanced coupling analysis between physiological networks
作者： D Piper , K Schiecke , B Pester , F Benninger , M Feucht
DOI: 10.1088/1367-2630/16/11/115012
关键词:
摘要: Time-variant coherence analysis between the heart rate variability (HRV) and channel-related envelopes of adaptively selected EEG components was used as an indicator for occurrence (correlative) couplings central autonomic network (CAN) epileptic before, during after seizures. Two groups patients were investigated, a group with left right hemispheric temporal lobe epilepsy. The individual extracted by signal-adaptive approach, multivariate empirical mode decomposition, each resulting intrinsic function (IMF) computed using Hilbert transform. IMFs, whose strongly correlated HRV’s low-frequency oscillation (HRV-LF; ≈0.1Hz) before seizure identified. frequency ranges these IMFs correspond to delta-band. timevariant statistically quantified tensor decomposition time-frequency maps applied explore topography-timefrequency characteristics analysis. Results allow hypothesis
sci-hub.se 参考文章(65)
Y. Saleh, A. Kirchner, E. Pauli, M.J. Hilz, B. Neundörfer, H. Stefan, TemporallappenepilepsienEinfluss der Fokusseite auf die autonome Regulation der Herzfrequenz Nervenarzt. ,vol. 71, pp. 477- 480 ,(2000) , 10.1007/S001150050610
Rafal Zdunek, Shun-ichi Amari, Andrzej Cichocki, Anh Huy Phan, Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation ,(2009)
H. Witte, M. Wacker, Time-frequency techniques in biomedical signal analysis. a tutorial review of similarities and differences. Methods of Information in Medicine. ,vol. 52, pp. 279- 296 ,(2013) , 10.3414/ME12-01-0083
Charles Robert Noback, The Human Nervous System: Structure and Function ,(1996)
Paulo A Lotufo, Leandro Valiengo, Isabela M Bensenor, Andre R Brunoni, None, A systematic review and meta-analysis of heart rate variability in epilepsy and antiepileptic drugs Epilepsia. ,vol. 53, pp. 272- 282 ,(2012) , 10.1111/J.1528-1167.2011.03361.X
C. Baumgartner, K. J. Blinowska, A. Cichocki, H. Dickhaus, P. J. Durka, P. V. E. McClintock, G. Pfurtscheller, A. Stefanovska, S. Tong, Discussion of "time-frequency techniques in biomedical signal analysis: a tutorial review of similarities and differences". Methods of Information in Medicine. ,vol. 52, pp. 297- 307 ,(2013) , 10.1055/S-0038-1627059
Eduardo E. Benarroch, Central Autonomic Control Primer on the Autonomic Nervous System (Second Edition). pp. 17- 19 ,(2004) , 10.1016/B978-012589762-4/50005-0
V. Toth, L. Hejjel, A. Fogarasi, C. Gyimesi, G. Orsi, A. Szucs, N. Kovacs, S. Komoly, A. Ebner, J. Janszky, Periictal heart rate variability analysis suggests long-term postictal autonomic disturbance in epilepsy European Journal of Neurology. ,vol. 17, pp. 780- 787 ,(2010) , 10.1111/J.1468-1331.2009.02939.X
Mingrui Zhao, Minah Suh, Hongtao Ma, Challon Perry, Andrew Geneslaw, Theodore H. Schwartz, Focal Increases in Perfusion and Decreases in Hemoglobin Oxygenation Precede Seizure Onset in Spontaneous Human Epilepsy Epilepsia. ,vol. 48, pp. 2059- 2067 ,(2007) , 10.1111/J.1528-1167.2007.01229.X
R. Barbeiri, A.M. Bianchi, J.K. Triedman, L.T. Mainardi, S. Cerutti, J.P. Saul, Model dependency of multivariate autoregressive spectral analysis IEEE Engineering in Medicine and Biology Magazine. ,vol. 16, pp. 74- 85 ,(1997) , 10.1109/51.620498