A Legacy of Caring for Fayette County. Adena Fayette Medical Center is a 25-bed critical access hospital that has served the health needs of Fayette County for 70 years. Since 1950, Adena Fayette Medical Center, formerly known as Fayette County Memorial Hospital, has served the healthcare needs of our community..