The accident happened around 4:00 a.m. near the airport exit.
Police say the couple was trying to catch a plane when the male driver lost control of an SUV and rolled over several times.
The woman was trapped inside and firefighters had to free her from the wreckage.
She was taken by ambulance to the Hospital of the University of Pennsylvania for treatment.
The man was not injured and police are investigating.
