About Rosemark Family Medicine. Rosemark Family Medicine is a group practice with 1 location. Currently, Rosemark Family Medicine specializes in Family Medicine and Nurse Practitioner with 3 physicians. Rosemark Family Medicine Office Locations. Rosemark Family Medicine. 1984 Rosemark Rd Ste E Atoka, TN 38004 (901) 837-7785..