Types of medicines that relax and widen blood vessels include: Angiotension-Converting Enzyme Inhibitors, also called ACE inhibitors. Angiotensin II receptor blockers, also called ARBs. Calcium channel blockers. Vasodilators. Any of these types of medicines may be used to lower blood pressure.