ADRT's reply in post #2 is ideal.
Some considerations:
When you find a power supply, don't just look for the highest 'Wattage' Computer power supply... Specifically look at the sticker on the unit and look at the 12V output to find how much current it will provide.
A fuse is a good idea, but in my opinion not required, as the desktop Power supply will have built-in protection and will actually shut itself down if you try pulling too much current.
One last thing to note... is that some, but not all, computer desktop PSU will only operate to their potential if you put a load on the 5V output as well. If this is the case, you will need a high-power resistor.... usually uncased in a little metal heatsink. Look for a 10 Ω resistor. This will end up being 2.5W ... so oversize it so the resistor does not burn out... (Getting a 10W resistor will be more than enough of an oversize)
In order to actually 'use' it... you will find that you need to tie the control wire to ground... but there are details everywhere for it.
http://www.instructables.com/id/ATX-->-Lab-Bench-Power-Supply-Conversion/step2/Planning/