Perhaps you can call her Ellie Katherine, but if you wanted to call out to her using both names you could say "Ellie Kate"
Hummmm good point. Isn't it funny how most of us mums when selecting a first name, always pick a suitable middle name based on how it will sound when we're yelling at our children. "Ellie Kate! Stop jumping on the couch!"