Elham Bagheri — accepted AI-conference papers

2018

Classifier Cascade to Aid in Detection of Epileptiform Transients in Interictal EEG

Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M. Brandon Westover

ICASSP 2018accepted

The presence of Epileptiform Transients (ET) in the electroencephalogram (EEG) is a key finding in the medical workup of a patient with suspected epilepsy. Automated ET detection can increase the uniformity and speed of ET detection. Current ET detection methods suffer from insufficient precision an…

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2016

Fast and efficient rejection of background waveforms in interictal EEG

Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M. Brandon Westover

ICASSP 2016accepted

Automated annotation of electroencephalograms (EEG) of epileptic patients is important in diagnosis and management of epilepsy. Epilepsy is often associated with the presence of epileptiform transients (ET) in the EEG. To develop an efficient ET detector, a vast amount of data is required to train a…

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