Fans of the deep dish style call it pizza. It is the critics who will refer to it as a lasagna in a derogatory sense (eg "It's not real pizza"). Here is an infamous clip of Jon Stewart liking it to a casserole[0].

[0]: https://www.youtube.com/watch?v=jCgYMFtxUUw