You can try a different lender, I have heard of a few lenders who will lend to clients with a credit score as low as 580 now. Every lender is a little bit different. But your credit score isn't all that is necessary to qualify for a mortgage. There is more to it than that.
Email me if you would like a couple of contacts that may be able to help you, my contact information is below.