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Synchronization analysis between heart rate variability and EEG activity before, during, and after epileptic seizure
被引:12
作者:
Piper, Diana
[1
,2
]
Schiecke, Karin
[1
]
Leistritz, Lutz
[1
]
Pester, Britta
[1
]
Benninger, Franz
[3
]
Feucht, Martha
[3
]
Ungureanu, Mihaela
[2
]
Strungaru, Rodica
[2
]
Witte, Herbert
[1
]
机构:
[1] Univ Jena, Jena Univ Hosp, Inst Med Stat Comp Sci & Documentat, D-07740 Jena, Germany
[2] Univ Politehn Bucuresti, Dept Appl Elect & Informat Engn, Bucharest, Romania
[3] Univ Hosp Vienna, Dept Child & Adolescent Neuropsychiat, Epilepsy Monitoring Unit, Vienna, Austria
来源:
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK
|
2014年
/
59卷
/
04期
关键词:
EEG envelope;
heart rate variability;
synchronization;
temporal lobe epilepsy;
time-variant coherence;
TEMPORAL-LOBE;
TIME-VARIANT;
HILBERT TRANSFORMATION;
TERM;
PREMATURE;
SEGMENTATION;
CHILDREN;
SLEEP;
ONSET;
D O I:
10.1515/bmt-2013-0139
中图分类号:
R318 [生物医学工程];
学科分类号:
0831 ;
摘要:
An innovative concept for synchronization analysis between heart rate (HR) components and rhythms in EEG envelopes is represented; it applies time-variant analyses to heart rate variability (HRV) and EEG, and it was tested in children with temporal lobe epilepsy (TLE). After a removal of ocular and movement-related artifacts, EEG band activity was computed by means of the frequency-selective Hilbert transform providing envelopes of frequency bands. Synchronization between HRV and EEG envelopes was quantified by Morlet wavelet coherence. A surrogate data approach was adapted to test for statistical significance of time-variant coherences. Using this processing scheme, significant coherence values between a HRV low-frequency sub-band (0.08-0.12 Hz) and the EEG delta envelope (1.5-4 Hz) occurring both in the preictal and early postictal periods of a seizure can be shown. Investigations were performed for all electrodes at 20-s intervals and for selected electrode pairs (T3 divided by C3, T4 divided by C4) in a time-variant mode. Synchronization was more pronounced in the group of right hemispheric TLE patients than in the left hemispheric group. Such a group-specific augmentation of synchronization confirms the hypothesis of a right hemispheric lateralization of sympathetic cardiac control of the low-frequency HRV components.
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页码:343 / 355
页数:13
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