Identification of nonconvulsive status epilepticus in the ictal-interictal continuum using artificial intelligence: a prospective observational cohort study

We demonstrated that graph-theoretical functional connectivity derived from EEG data differs significantly between patients with NCSE and those with coma-IIC. Furthermore, our results confirm the feasibility of using machine learning models based on these connectivity measures to effectively distinguish between these two conditions.