Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants.

Vladimir Matic,Perumpillichira J. Cherian,Katrien Jansen,Ninah Koolen,Gunnar Naulaers,Renate M. Swarte,Paul Govaert,Sabine Van Huffel,Maarten De Vos

IEEE Transactions on Biomedical Engineering（2016）

引用 14|浏览38

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摘要

The goal of this study is to develop an automated algorithm to quantify background electroencephalography (EEG) dynamics in term neonates with hypoxic ischemic encephalopathy. The recorded EEG signal is adaptively segmented and the segments with low amplitudes are detected. Next, depending on the spatial distribution of the low-amplitude segments, the first part of the algorithm detects (dynamic) ...

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关键词

Electroencephalography,Pediatrics,Monitoring,Heuristic algorithms,Classification algorithms,Machine learning algorithms,Asphyxia

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