A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram

Author:

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

Funder

A*STAR

SMART Innovation

Publisher

Elsevier BV

Subject

General Neuroscience

Reference47 articles.

1. Interictal epileptiform discharge characteristics underlying expert interrater agreement;Bagheri;Clin. Neurophysiol.,2017

2. Classifier Cascade to Aid in Detection of Epileptiform Transients in Interictal EEG;Bagheri,2018

3. Errors in EEGs and the misdiagnosis of epilepsy: importance, causes, consequences, and proposed remedies;Benbadis;Epilepsy Behav.,2007

4. A training algorithm for optimal margin classifiers;Boser,1992

5. Random forests;Breiman;Mach. Learn.,2001

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