I am in the same location as you are:)and we go to Omar Bin Khattab Health Center.I'm sorry I do not know how to get there by directions but I found someone's thread asking about this Health Center and how to get there:http://www.qatarliving.com/answers/health-and-fitness/location-for-omar-...

Hope it helps:)