The 44-year-old from Newcastle, who was previously known as Phillip Westwater, was located after a member of the public recognised him from a circulated photograph, Northumbria Police said.
The 44-year-old, previously known as Phillip Westwater, was on a medium-secure ward at the Newcastle hospital after being detained indefinitely under the Mental Health Act following a pub fight in 1989.