Medical Coding for hospitals differs from physician office Medical Coding in that a special emphasis is placed on in-patient (hospital) coding. These extra hours of hospital-specific coursework are intended to prepare students for work in a hospital setting. Coders with a concentration in Medical Coding – Hospital have a wide variety of career choices, including hospitals, urgent/immediate care centers, doctor’s offices, insurance companies and physician billing services.