A man was attacked at Dewsbury and District Hospital A&E on Friday.
Officers were called just before 4.20pm after reports of a disturbance in the A&E department.
The man was treated for minor injuries.
Both West Yorkshire police and Mid Yorkshire Hospitals Trust confirmed the incident is under investigation.
Anyone with any information should contact police on 101.