Absolutely. Your best bet is to qualify for an FHA loan. Rates are currently at 5.25% and the down payment is only 3.5%. FHA has much more lenient guidelines for credit approval than anything convetional.
If you want to go a different route, you can get a USDA Rural Housing Loan. That loan will get you 100% financing and has great rates too. There are some geographic restrictions as well as income restrictions to it.
If you would like to call and discuss your loan options, I would be happy to discuss them with you.
Bank of America Home Loans