The accident happened in the in the 6600 block of Martin Luther King Blvd around 12:30 pm Saturday, deputies said.
Witnesses say the woman who was transported to the hospital was not wearing a helmet at the time of the accident.
The driver of the truck remained on the scene and will not be cited, according to deputies.