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- W2102872007 abstract "An automated system for sleep spindles detection within EEG background activity, combining two different approaches, is presented. The first approach applies detection criteria on the sigma-band filtered EEG signal, including fuzzy thresholds. The second approach mimics an expert's procedure. A sleep spindle detection is validated if both approaches agree. The method was applied on a testing set, consisting of continuous sleep recordings of two patients, totaling 1132 epochs (pages). A total of 803 sleep spindles events were marked by the experts. Results showed an 87.7% agreement between the detection system and the medical experts." @default.
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- W2102872007 date "2005-03-21" @default.
- W2102872007 modified "2023-09-25" @default.
- W2102872007 title "Dual approach for automated sleep spindles detection within EEG background activity in infant polysomnograms" @default.
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- W2102872007 doi "https://doi.org/10.1109/iembs.2004.1403220" @default.
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