Key Point Box• Misdiagnosis of nonepileptic paroxysmal events and epilepsy represents a problem with important therapeutic and social repercussions.• Inpatient VEM has been demonstrated to be a useful tool for the diagnosis and classification of seizure events.• VEM achieved an accurate diagnosis and accomplished the most suitable therapeutic approach in epileptic and nonepileptic patients.