It'll work on that board, I don't see why not, and with that CPU and entire setup.
What I would check for:
(1) Go into the BIOS and see if there are settings of which display adapter enumerates first (the boot-up display device), change this to PCI-E, or discrete instead of onboard/integrated.
(2) Install the board, and unplug the monitor cable from the back of the computer where the motherboard ports are, and replug it into the video card you just installed.
That should be all there is to it.