An atherectomy is a procedure used to remove buildup of fats and cholesterol (plaque) from an artery. This is done by using a shaver to cut the plaque away. This is usually done during a left heart catheterization or a peripheral arteriogram procedure to open up partially blocked arteries in the heart or legs.