A driver backed into an officer before fleeing the scene as shots were fired, police say. Photo: Melanie Foster/AAP PHOTOS

A suspected stolen car has rammed police cars, sent one officer to hospital and saw multiple shots fired in a dramatic late night police pursuit.

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The chase began about 9.15pm on Saturday when NSW police tried to stop a suspected stolen Citroen sedan in Blacktown, in Sydney's west.

When the car failed to stop, police followed it through multiple suburbs to Leichhardt where it crashed into two parked cars, rammed three police vehicles and drove towards police.

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