I had this issue with my system. It was resolved by the CPU being replaced. See if you can test that. Also could be monitor, cable or video output from the motherboard or Graphics Card. My bets on the CPU.
That's actually what I'm doing tomorrow since I have no way of testing it. My motherboard and cpu are actually pretty new because this same thing happened to me a few months ago. Any idea why this keep happening?