Police Commissioner (Amritsar) Jatinder Singh Aulakh said blast occurred when the oxygen cylinder fell from the shoulder of a man, who was carrying it, and led to his death.
Two other people were injured in the incident, police said.
The victim used to supply cylinders to the hospital.