My father had diverticulitis, and finally got relief from a nutritionalist who had him avoid all wheat products for 2 months (along with seeds, nuts, and some other things).
Now he is cured and can eat anything he wants.
So going on The Master Cleanse can be a great way to start this resting of your intestines.