Police were called to Domestic Street in Holbeck shortly after 5pm today to reports of a collision.
A West Yorkshire Police spokeswoman said a single decker bus and a black Fiat 500 had been involved.
She said initial reports suggested a number of parked cars might also have been damaged.
The driver of the Fiat was taken to Leeds General Infirmary, the spokeswoman said.