Drugs used to treat and prevent blood clots are called anticoagulants. There are two groups: Direct oral anticoagulants: Apixaban, Dabigatran, Edoxaban, Rivaroxaban, these drugs inhibit the function of specific clotting factors. Warfarin, also known as vitamin K antagonist, inhibits the body's use of vitamin K in forming blood clots.