About Palm Harbor Medical Associates. Palm Harbor Medical Associates is a group practice with 1 location. Currently, Palm Harbor Medical Associates specializes in Aerospace Medicine, Allergy & Immunology, Emergency Medicine, Family Medicine, General Practice, Infectious Disease, Internal Medicine and Nurse Practitioner with 5 physicians..