Automatic bad channel detection in intracranial electroencephalographic recordings using ensemble machine learning

Intracranial electroencephalographic (iEEG) recordings, either from depth electrodes (stereoelectroencephalography, SEEG) (Kahane and Dubeau 2014) or from subdural grids and strips (electrocorticography, ECoG) (Fernández and Loddenkemper 2013), are used to localize the epileptogenic zone in some patients with drug-resistant focal epilepsy where other non-invasive measures are limited. These techniques permit to collect prominent data for assessing brain dynamics in pathological and physiological conditions.

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