Cheesy rice or cheese rice includes preparations that have a lot more to them than just cheese. Vegetables like whole kernel corn, tomatoes, bell peppers along with thyme is usually cooked with cheese and rice along with a little cream. Cheese rice can be baked or made into casseroles depending upon the recipe you follow.