Derbyshire Police has has referred itself to the Independent Office for Police Conduct.
It follows an incident in Alfreton where a man has died.
Just before 5pm on Wednesday 27 October, officers attended an address on Morewood Drive in Alfreton.
A 23-year-old man was detained who became unwell, he was taken to hospital by ambulance where he later sadly died.