Research output per year
Research output per year
Thomas Bermudez*, David Lowe, Anne Marie Arlaud-Lamborelle
Research output: Chapter in Book/Published conference output › Conference publication
This paper addresses the automated false positives- free detection of epileptic events by the fusion of information extracted from simultaneously recorded electroencephalographic- and electrocardiographic time-series. The approach relies on the biomedical prior knowledge for the coupling of the Brain- and Heart systems through the central autonomic network during temporal lobe epileptic events: neurovegetative manifestations associated with temporal lobe epileptic events consist of alterations to the cardiac rhythm. From a neurophysiological perspective, epileptic episodes are characterised by a loss of complexity of the state of the brain. The description of arrhythmias, from a probabilistic perspective, observed during temporal lobe epileptic events and the description of the complexity of the state of the brain, from an information theory perspective, are integrated in a fusion-of-information framework towards temporal lobe epileptic seizure detection. We show that the biomedical data fusion of simultaneously recorded EEG and ECG time-series leads to the detection of genuine epileptic events and to the dramatic reduction of false-positives.
Original language | English |
---|---|
Title of host publication | DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings |
Place of Publication | Piscataway (US) |
Publisher | IEEE |
Number of pages | 8 |
ISBN (Electronic) | 978-1-4244-3297-4 |
ISBN (Print) | 978-1-4244-3298-1 |
DOIs | |
Publication status | Published - 20 Nov 2009 |
Event | 16th International Conference on Digital Signal Processing - Santorini, Greece Duration: 5 Jul 2009 → 7 Jul 2009 |
Conference | 16th International Conference on Digital Signal Processing |
---|---|
Abbreviated title | DSP 2009 |
Country/Territory | Greece |
City | Santorini |
Period | 5/07/09 → 7/07/09 |
Research output: Chapter in Book/Published conference output › Conference publication
Research output: Chapter in Book/Published conference output › Conference publication