When officers arrived, they found a woman lying in the street, unconscious and not breathing, with severe injuries to her head and torso.
Officers performed CPR until fire and emergency medical services arrived.
She was then taken to Community Regional Medical Center for treatment and has not been identified.
Fresno police say the area of Belmont and Chestnut avenues will be closed for several hours.
The crash remains under investigation.