About Odessa Regional Medical Center. Odessa Regional Medical Center (ORMC) is a 322-bed, not for profit, community-based hospital serving the Odessa, Permian Basin and surrounding region in East Texas with a primary focus on women's and children's health considering it began as a women's and children's hospital in 1975..