You can certianly get a loan, short of all the details. Disability is a income, as long as you show it will continue for 3 years, you should be fine.
Feel free to call me at 888-788-9544. I would be happy to talk to you and recommend you to lenders I work with so you can find out. They don't charge to qualify you so you have nothing to lose.