Encompass Health Corp. (NYSE: EHC) and Midland Memorial Hospital today announced that Medical Center Hospital of Odessa has become a joint owner of Encompass Health Rehabilitation Hospital of Midland Odessa, an 80-bed inpatient rehabilitation hospital.