Artificial Intelligence-based Video Analysis to Detect Infantile Spasms

Inclusion Criteria: * Participant age less than 24 months * Participant evaluated in the Johns Hopkins Outpatient Center, Johns Hopkins Pediatric Emergency Department or Johns Hopkins Inpatient Units due to spells of abnormal movement or seizure * Participant evaluated by a pediatric neurologist during the outpatient or inpatient visit at Johns Hopkins Hospital * At least one video recording of the spell of abnormal movement produced by the parent/guardian available for provider review Exclusion Criteria: * Poor video recording quality * Entire patient is not in frame