If you're getting no video at all, which includes nothing in Safe Mode, then it's probably the video card.. The easiest option is to purchase or borrow a PCI video card and test it.

Of course, swapping in new cables or even swapping in a known good monitor would help narrow the problem down.. If nothing works on the current video port, then you'll need to get a new one.

Hope this helps.