Lady Lake. AdventHealth Medical Group Multispecialty at The Oaks. Directions to AdventHealth Medical Group Multispecialty at The Oaks. 8550 NE 138th Lane. Bldg 400, Suite 401. Lady Lake, FL 32159. Call AdventHealth Medical Group Multispecialty at The Oaks at. 352-674-4136..