An M.D. within the officially recognized branch of medicine known as addiction medicine. The doctor will specialize in the diagnosis, prevention, and treatmentA blanket term for concentrated efforts to help addicts transition to a healthier life. These can include any of the following (in isolation or combination): therapy, counseling, medication, harm reduction, or moderation. of substance addicts.