Olathe Medical Center, Inc. Share: Health and wellness Olathe Medical Center, Inc. Visit Website 20333 W. 151st Street Olathe, KS 66061 (913) 791-3566 (913) 791-4393 (fax) www.olathehealth.org Map What's Nearby? Distance: 5 10 15 20 25 50 mi.