Objective: The goal of this work is to objectively evaluate the effectiveness of responsive (or closedloop) Vagus nerve stimulation (VNS) therapy in sleep quality in patients with medically refractory epilepsy. Methods: Using quantitative features obtained from electroencephalography, we first developed a new automatic sleep-staging framework that consists of a multi-class support vector machine (...Show More
