Montgomery Medical Associates. Joseph J. Pecora III, DO. Welcome to Montgomery Medical Associates, a primary care practice. We have been providing care to residents from Somerset, Mercer, Middlesex, and Hunterdon counties since 1981. Our physicians are Board Certified and provide expert care for patients 13 years of age and older..