Yes. You kinda' need to because if not it will likely fall apart. I compare it to working with zucchini. You know how the skin kind of keeps the whole slice in tact when you cook it, same goes with this baby. Just rinse the outside and slice into 3/4" pieces or so and then add your other ingredients to the top.