Artificial intelligence in epilepsy diagnosis: Clinical readiness, failure modes, and standards for Implementation.
Epilepsy diagnosis is not a single classification task but a sequence of clinically consequential decisions: whether a paroxysmal event is epileptic, whether the patient meets the definition of epilepsy, how seizures and epilepsy should be classified, and what etiology or epileptogenic network explains the disorder. Ar...