Talks and presentations

A Machine Learning Approach for Classification of Spike-Wave Discharges in Absence Epilepsy

December 06, 2020

Poster Presentation, American Epilepsy Society 2020, Seattle, WA

RATIONALE: Driving safety is consistently identified as a top concern for people with epilepsy. In young adults who outgrow clinical seizures, the question of whether they should be granted driving privileges remains a challenge for clinicians. We introduce an EEG-based machine learning approach to predict with a minimum false discovery rate whether or not generalized 3-4Hz spike-wave discharges (SWDs) produce impaired behavioral responsiveness.