Several police vehicles and ambulances were dispatched to Lancaster Road at about 7.45am, to concerns about a person's safety.
A West Mercia Police spokesman said: "We were called to an address in Lancaster Road... to reports of a concern for safety.
"One male was taken to hospital."
It was the second time an air ambulance helicopter was sent to Shrewsbury this weekend – an incident was also reported at the fields at Harlescott Centre at about 4.20pm on Saturday.
