Overland Park Regional Medical Center - Overland Park Hospital & ER, Overland Park Regional Medical Center is an adult & children's hospital and ER in Overland Park, Ks. offering advanced medical care in Johnson County with Olathe and Shawnee Mission locations. Fast avg ER wait times.