both can incorporate meat or veggies, and derive even more luscious flavor from being baked in an oven (via taste atlas and kitchn). but cannelloni are large and tube-shaped, while lasagne (singular: lasagna) are flat and wide -- and one can be made into another (via food 52 and woman's day).