In order to delete an item in the Diary, go to the meal and click on it.

Then simply swipe over the food item from the right to the left and press the "X". 

You can also delete the food from the meal list (as well as update it (weight/number of portions/etc.) by tapping on the item in order to see the detailed view. In order to delete an item tap on Delete.