Yes, I have ripped out machine quilting. It is tedious but if you don't you won't ever be happy with it.
In an attempt to be helpful, I would suggest taking the stitches out from the back. That way if you snag or poke any of the fabric by mistake it will be on the back and not the quilt top. I also find that the back thread(bobbin thread) pulls out a little easier.