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Electroencephalography/ methods
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The aim of the study was to identify the best performing quantitative EEG features for neonatal seizures detection from a test set of 21
Abstract:
OBJECTIVE: This study was undertaken to identify the best performing quantitative EEG features for neonatal seizures detection from a test set of 21. METHODS: Each feature was evaluated on 1-min, artefact-free segments of seizure and non-seizure neonatal EEG recordings. The potential utility of each feature for neonatal seizure detection was determined using receiver operating more...
International Classification:
Neonatal seizures
Categories:
neonatal seizures
Geography:
Republic of Ireland
Clin Neurophysiol,
Vol: 119 Page: 1248-61 June 2008
B. R. Greene; S. Faul; W. P. Marnane; G. Lightbody; I. Korotchikova; G. B. Boylan
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This study examined 3 published automated algorithms for detecting seizures in neonatal EEG
Abstract:
OBJECTIVE: To evaluate 3 published automated algorithms for detecting seizures in neonatal EEG. METHODS: One-minute, artifact-free EEG segments consisting of either EEG seizure activity or non-seizure EEG activity were extracted from EEG recordings of 13 neonates. Three published neonatal seizure detection algorithms were tested on each EEG recording. In an attempt to obtain improved more...
International Classification:
Diagnostic tool (algorithms) - neonatal seizures
Categories:
automated algorithms; neonatal seizures;
Geography:
Republic of Ireland and the United Kingdom
Clin Neurophysiol,
Vol: 116 Page: 1533-41 July 2005
S. Faul; G. Boylan; S. Connolly; L. Marnane; G. Lightbody
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This case report discusses early continuous video-electroencephalography from 3 hours after birth in an infant with the characteristic clinical and radiologic features of acute near-total intrauterine asphyxia
Abstract:
The evolution of electroencephalographic changes after acute hypoxic-ischemic injury is poorly understood, as a clear time of insult is often absent and continuous electroencephalographic monitoring in the first 3 days after such injury has not been previously reported. Infants who suffer sudden profound asphyxia, often termed "acute near-total intrauterine asphyxia", have more...
International Classification:
Certain conditions originating in the perinatal period - Report
Categories:
near-total intrauterine asphyxia
Geography:
Republic of Ireland
Pediatr Neurol,
Vol: 35 Page: 52-6 July 2006
D. M. Murray; G. B. Boylan; C. A. Ryan; S. Connolly
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This study aimed to describe the gaussian process modeling of EEG for the detection of neonatal seizures
Abstract:
Gaussian process (GP) probabilistic models have attractive advantages over parametric and neural network modeling approaches. They have a small number of tuneable parameters, can be trained on relatively small training sets, and provide a measure of prediction certainty. In this paper, these properties are exploited to develop two methods of highlighting the presence of neonatal more...
International Classification:
Effectiveness of measurement tool - gaussian process modeling of EEG for the detection of neonatal seizures
Geography:
Republic of Ireland and the United Kingdom
IEEE Trans Biomed Eng,
Vol: 54 Page: 2151-62 December 2007
S. Faul; G. Gregorcic; G. Boylan; W. Marnane; G. Lightbody; S. Connolly
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