TY - GEN
T1 - Automatic newborn EEG seizure spike and event detection using adaptive window optimization
AU - Rankine, L.
AU - Mesbah, M.
AU - Boashash, B.
PY - 2005
Y1 - 2005
N2 - Paroxysmal events such as spikes in the newborn EEG are key indicators of central nervous system (CNS) functioning. Newborn EEG seizure events, which are characterised by repetitive spiking events, correspond to CNS dysfunction. Detection and identification of seizure is crucial so that steps can be taken to alleviate the factors causing seizure and to reduce the risk of brain damage. This paper provides a new EEG spike detection method based on an adaptive window optimization algorithm which has been used for an adaptive spectrogram. This technique is assessed using synthetic and real signals containing spikes. The spike detection method is then incorporated into an automatic newborn EEG seizure detection algorithm, which is evaluated using EEG recordings from 8 neonates.
AB - Paroxysmal events such as spikes in the newborn EEG are key indicators of central nervous system (CNS) functioning. Newborn EEG seizure events, which are characterised by repetitive spiking events, correspond to CNS dysfunction. Detection and identification of seizure is crucial so that steps can be taken to alleviate the factors causing seizure and to reduce the risk of brain damage. This paper provides a new EEG spike detection method based on an adaptive window optimization algorithm which has been used for an adaptive spectrogram. This technique is assessed using synthetic and real signals containing spikes. The spike detection method is then incorporated into an automatic newborn EEG seizure detection algorithm, which is evaluated using EEG recordings from 8 neonates.
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U2 - 10.1109/ISSPA.2005.1580227
DO - 10.1109/ISSPA.2005.1580227
M3 - Conference contribution
AN - SCOPUS:33846343385
SN - 0780392434
SN - 9780780392434
T3 - Proceedings - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005
SP - 187
EP - 190
BT - Proceedings - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005
T2 - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005
Y2 - 28 August 2005 through 31 August 2005
ER -