About Penn State Health St. Joseph. A 204-bed acute care hospital, Penn State Health St. Joseph Medical Center serves the Berks region with outpatient and inpatient diagnostic, medical and surgical services on its Bern Township, Pa., and downtown Reading campuses. Founded in 1873 by the Sisters of St. Francis, St. Joseph Medical Center has ....