Hamad Hospital has an Infertility Dept. The cost is also relativelt cheap compared to private hospitals. You can also try their evening clinic.

There is Al Ahli, which i personally prefer. However unless you are covered by insurance, the costs are very steep. But the service is excellent.

You can also try out Doha Clinic.