Personalized Healthcare. Quality Healthcare Close to Home. Community Memorial Hospital primarily serves a population of 45,000 people in 27 communities throughout Madison County and the eastern sections of Onondaga County, as well as parts of Chenango and Oneida Counties. The hospital and health centers are directed by an 18-member Board of ....