Emergency services were called to Cotswold Road near the Royal Marsden just before 8, after two cars hit each other.
The woman needed to be taken to hospital with a leg injury, and a man left the second vehicle before fire crews arrived.
The man stopped at the scene, and it’s not believed there have been any arrests.