Tom is a lot colder in the book, and Johnny Fontane, Lucy Mancini and that "doc that fixed [Michael's] face" are larger characters.

There are lot of little differences. And some things addded in a book that you can't really show in a movie like character's thoughts and that Apollonia was newly pregnant.