Can I vacuum clean the inside of my computer to remove a ridiculous build up of dust?

My computer tower has been on carpeted floor for several months and when I moved it the other day I noticed the inside was clogged up with dust, particularly the cooling fins on the fan. Can I just hoover that sh!t up?