Automatic detection of fast ripples

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Automatic detection of fast ripples.

OBJECTIVE We propose a new method for automatic detection of fast ripples (FRs) which have been identified as a potential biomarker of epileptogenic processes. METHODS This method is based on a two-stage procedure: (i) global detection of events of interest (EOIs, defined as transient signals accompanied with an energy increase in the frequency band of interest 250-600Hz) and (ii) local energ...

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Highlights 1 1) We propose a novel method for automatically detecting fast ripples (FRs, 250-600 Hz) 2 2) The signal energy in low and high frequency bands is used to classify EEG events as FRs, interictal 3 epileptic spikes or artifacts. 4 3) The sensitivity and the specificity of this method is high enough to avoid " false ripples " caused by 5 sharp transients. 6 7 8 9 Abstract 10 Objective:...

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ژورنال

عنوان ژورنال: Journal of Neuroscience Methods

سال: 2013

ISSN: 0165-0270

DOI: 10.1016/j.jneumeth.2012.12.013