Why did the Holy Roman Empire become the Austro-Hungarian Empire instead of the Austro-Bohemian Empire?

Bohemia and Prague seem at least as closely intertwined with the history of the Holy Roman Empire as Hungary and Budapest, and no less economically or militarily important.