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Synergistic and Redundant Brain-Heart Information in Patients with Focal Epilepsy
- Source :
- 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- In this work, partial information decomposition (PID) was applied to the time series of heart rate and EEG amplitude variability to investigate the dynamical interactions in brain-heart coupling before and after epileptic seizures. From ECG and EEG signals collected on 23 children suffering from focal epilepsy, the RR intervals and the EEG variance at ipsilateral and contralateral temporal electrodes were computed in four different time windows before and after the seizures. Static PID was used to obtain redundant, unique and synergistic components of the total information shared between the series of RR and EEG variance. Results highlight, in the progression from preictal to postictal states, a statistically significant change of mutual information at the ipsilateral electrode and of the synergy between brain locations.
- Subjects :
- electrocardiography (ECG)
partial information decomposition
medicine.medical_specialty
medicine.diagnostic_test
business.industry
Mutual information
Audiology
Electroencephalography
medicine.disease
brain-heart interactions
Epilepsy
Time windows
Settore ING-INF/06 - Bioingegneria Elettronica E Informatica
Heart rate
Medicine
Heart rate variability
In patient
electroencephalography (EEG)
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)
- Accession number :
- edsair.doi.dedup.....609c5d628e67d3a175789935417d8fe3