There is always a possibility. I would run my credit scores from the 3 bureaus and after I had that information call several mortgage lenders who specialize in credit challenged mortgages. Give them your scores and also discuss your current income and current debt situation. Upon discussion with more than one lender you will be able to determine your odds of being able to qualify.
Best of Luck,