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Synergistic and Redundant Brain-Heart Information in Patients with Focal Epilepsy

Authors :
Riccardo Pernice
Ivan Kotiuchyi
Daniele Marinazzo
Volodymyr Kharytonov
Anton Popov
Luca Faes
Alessandro Busacca
Pernice, Riccardo
Kotiuchyi, Ivan
Popov, Anton
Kharytonov, Volodymyr
Busacca, Alessandro
Marinazzo, Daniele
Faes, Luca
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.

Details

Database :
OpenAIRE
Journal :
2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)
Accession number :
edsair.doi.dedup.....609c5d628e67d3a175789935417d8fe3